memory: migrate persistent-memory.md to two-tier index (53 detail files)
Split the 53 over-threshold dated log entries (Recent decisions, Tried and abandoned) into per-entry persistent-memory.d/<slug>.md detail files, leaving one-line pointers in the index; the 10 short entries stay inline. Startup index drops 60,527 -> 25,256 bytes (492 -> 270 lines); entry bodies move verbatim to on-demand detail files, so a fresh session loads ~25 KB instead of ~60 KB and pulls a detail file only when its pointer is relevant. Top matter (Repo purpose, Tools & conventions, Current state) is unchanged; both archival back-references preserved. CLAUDE.md persistent-memory section now documents the index<->detail read discipline (read the index, pull details on demand, never bulk-read the dir, commit both together). Auto-archival still held every dated entry back (all <30 days old); the July burst begins aging past the 30-day guard ~2026-07-31.
This commit is contained in:
@@ -10,6 +10,15 @@ state) across context resets. Read it at session start; treat it as
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one input alongside this CLAUDE.md and the auto-memory system, not
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as the single source of truth.
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It is a lean **index**: the dated log sections (Recent decisions,
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Tried and abandoned) keep each over-threshold entry's full body in
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`persistent-memory.d/<slug>.md`. Read the index at session start;
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pull a detail file only when its index line is relevant to your work —
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never bulk-read `persistent-memory.d/`. When you commit, stage any
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pending `persistent-memory.md` and `persistent-memory.d/` updates in
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the same commit as the work that prompted them — durable memory that
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lags the code defeats its own purpose.
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**New session starting here?** Read [`docs/orientation.md`](docs/orientation.md) first — fleet topology, backup architecture, governing principles, and all the NFS/DSM/naming gotchas that have cost past sessions time.
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**For SSH-driven work: use `scripts/elway`.** Write a playbook under
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@@ -0,0 +1,4 @@
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- `[2026-07-01]` **A personal-Worldtree CI deploy that fails ~85s in with "not found / unauthorized"
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is usually the pull-only-vs-build RACE, not registry-auth.** `deploy-personal.yml` is PULL-ONLY but
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fires on the `staging/vX` tag simultaneously with `deploy.yml`'s build → pulls before the push
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finishes. FIX: re-run once built, or gate on `workflow_run: completed`.
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@@ -0,0 +1,4 @@
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- `[2026-07-04]` **A systemd `--user` daemon that shells out to `~/.cargo/bin`/`~/.local/bin` tools
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needs an explicit `Environment=PATH`** — the minimal `--user` default silently drops them. The
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althing herald lost `zellij` → silent `pane-miss` for ALL config-backed TUI/pane agents; CC + FIFO
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routes were unaffected, so it was invisible from a CC session. `reference_nh3_dev_althing_herald`.
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+6
@@ -0,0 +1,6 @@
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- `[2026-07-04]` **LiteLLM (this gateway version) mutates the SHARED deployment config in-place on
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per-request sampler-param merge** → my deliberately-invalid `top_k=-5` forwarding-probe bled into a
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param-less character-rp request (vLLM 400, ONE-OFF, self-cleared by a later valid probe). NOT
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caching (none configured), NOT a config change. **Never fire invalid/distinctive sampler values at
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a SHARED gateway alias with live consumers** — use a throwaway alias, or a `docker restart litellm`
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flushes residual carryover. `feedback_litellm_shared_param_mutation`.
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@@ -0,0 +1,4 @@
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- `[2026-07-04]` **On-prem T1 train that keeps ANY ana-ml2 serving up = ~6-8 DAYS** (1-GPU + NVMe
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ZeRO-Infinity offload; MoE ~10B-active cuts FLOPs but NOT the 244G base's param I/O). The only fast
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on-prem path is a FULL ana-ml2 shutdown (both GPUs + the ~421G vLLM RAM freed → base fits in the
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566G CPU RAM) → CPU offload → ~1-day full-fleet outage. Cloud (no offload) = hours. `reference_t1_cloud_train_plan`.
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+5
@@ -0,0 +1,5 @@
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- `[2026-07-07]` **Engine invocation footguns cost several wasted serve-bounces this session** — `docker run
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--rm` ate crash logs; duplicated `serve` (vLLM image entrypoint is already `["vllm","serve"]`);
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`--max-lora-rank 48` invalid (choices 1/8/16/32/64… → use 64); parens in `echo` inside `ssh host -c "…"`
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break the remote shell. LESSON: verify engine launch flags (`--help`, GPU-free) + never `--rm` a container
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whose crash logs you need, BEFORE bouncing a production serve.
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@@ -0,0 +1,4 @@
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- `[2026-07-07]` **SGLang generic image can't LOAD our NVFP4 AEON** — ModelOptModelLoader weight-shape/
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packing mismatch ([1024,5120] vs [1024,2560], 2-fp4/byte). NVFP4-on-SGLang needs the dedicated
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`qwen36-27b-nvfp4` dev image or a requant to SGLang's format. bf16 loads fine (arch supported; crash was
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quant-loader-specific).
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@@ -0,0 +1,4 @@
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- `[2026-07-07]` **SGLang `--lora-target-modules` CLI enum REJECTS the GDN names its own resolver asks for**
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(invalid choice: 'in_proj_qkv'); `'all'` resolves to the FUSED set (qkv_proj/in_proj_qkvz). SGLang wants
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its OWN packed layout (base r16 + `get_stacked_multiply=3`, NOT a pre-fused rank-48 qkv → the [48]-vs-[144]
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shape assert). A THIRD adapter format; version-exact source needed (`:latest`=0.5.13, NOT `main`).
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@@ -0,0 +1,6 @@
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- `[2026-07-07]` **vLLM 0.24.0 qwen3_5 LoRA application = silent no-op (#47639).** Adapter loads HTTP 200
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but zero deltas at inference. NOT quant (NVFP4 AND FP8 both inert). NOT adapter format (separate `zc`
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adapter — correct per vLLM's `check_unexpected_modules` allowlist — loads clean but inert; the fused-key
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rekey is rejected). The #47640 None-group guard-patch overlay did NOT fix it (failure is UPSTREAM of
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`expand_packed_lora` — the separate→fused mapping never happens). Fix PR #47640 is OPEN (unmerged) so no
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version-bump helps. Merge bakes deltas in (bypasses this) but is static.
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@@ -0,0 +1,5 @@
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- `[2026-07-08]` **Angel (allura-org/MS3.2-24b-Angel) self-quanted to NVFP4 = GARBAGE.** llm-compressor W4A4 NVFP4
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(compressed-tensors, MLP-quantized, attn/vision bf16) of the Mistral3 dense 24B produces gibberish EVEN AT GREEDY
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(temp 0) → the quant itself is broken, not the tokenizer or sampler. Same recipe worked on the qwen models.
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Mistral3 + W4A4 NVFP4 via llm-compressor is bad. → for the RP seat, going **GGUF (llama.cpp)** to sidestep the
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whole NVFP4-quant surface.
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@@ -0,0 +1,19 @@
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- `[2026-07-08]` **DPO was silently running 3 epochs (harness gap) → KILLED at epoch 1.2, retargeted to 0.3
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epochs (operator call).** Root cause: `DpoConfig` had NO `epochs` field + `_dpo_config_kwargs` didn't pass
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`num_train_epochs` → DPO fell through to trl DPOConfig's default 3.0 (SFT correctly pins 1 via SftConfig.epochs
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+ _sft_config_kwargs). Objective SATURATED by ~epoch 0.27 (loss~0, grad~0, acc 1.0, margins~27 flat — the
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off-policy qwopus rejected pairs are trivially separable), so epochs ~0.3→3 were pure over-optimization + a
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~6.5h outage. No mid-run checkpoint (save_steps 500 > total steps; save only at end) → killing lost the run.
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FIX (3 edits to deployed harness, mtf-dev to canonicalize): `DpoConfig.epochs: float = 1` (mirrors SftConfig,
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float for fractions); `_dpo_config_kwargs` now passes `"num_train_epochs": cfg.epochs`; recipe `dpo.epochs: 0.3`.
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GPU-free verified (dpo.epochs=0.3 → num_train_epochs=0.3). Relaunched at 0.3 epoch (~30min precompute + ~12min
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train = ~45min). **DONE + SANITY-CHECKED (exit 0, ~70min wall: ~30min fixed precompute + 45 steps @ ~51s/step;
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train_loss 1.4e-5 @ epoch 0.301).** Fresh `data/spike/dpo_adapter/adapter_model.safetensors` (123MB) + checkpoint-45
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banked. **3-way greedy sanity (base vs SFT vs DPO, via peft load + disable_adapter/set_adapter on GPU0):
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ALL THREE DISTINCT** (base≠sft≠dpo) → full SFT→DPO pipeline applies end-to-end at inference. **DPO 0.3ep is
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COHERENT, fluent, NOT degenerate** (early-stop avoided over-optimization) but the quality delta on a neutral
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literary prompt is SUBTLE (DPO shares SFT's structure — it continues from it — with minor stylistic drift,
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arguably slightly MORE genre-clichéd). Verdict: mechanics proven, quality gain modest as predicted for 0.3ep
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on off-policy pairs; the real unlock remains on-policy rejected regen + on-domain (explicit E-RP) eval +
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the LitBench/holdout run. gen+rp RESTORED healthy. Next: serve fork (SGLang-finish vs merge) on the DPO
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adapter — same rekey_lora_for_vllm.py (zero-z) applies unchanged (mtf-dev confirmed).
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@@ -0,0 +1,7 @@
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- `[2026-07-08]` **Mistral3 + vLLM tokenizer/vision traps (serve `MS3.2-24b`, vLLM 0.24).** (a) HF `tokenizer.json`
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for Mistral = **GARBAGE output** — the card's "use the official Mistral tokenizer" warning is REAL; must use the
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`tekken.json`/mistral tokenizer. (b) BUT `--tokenizer-mode mistral` + vision **CRASHES** (`Failed to apply
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PixtralProcessor on {'text': '[IMG]'}`; and with tekken.json present in auto mode, `CachedMistralCommonBackend has
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no attribute is_fast`). So it's **mistral-tokenizer OR vision, not both** on this vLLM. Text-only + mistral
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tokenizer serves clean (`--limit-mm-per-prompt '{"image": 0}'`). **GGUF/llama.cpp avoids all of this** (native
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mistral tokenizer + vision).
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@@ -0,0 +1,8 @@
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- `[2026-07-08]` **OFF-THE-SHELF INFERENCE PIVOT executed — serve curated abliterated models, stop home-training.**
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Final topology: **gen = `llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-NVFP4-Experts-Only`** (LIVE, modelopt, vision,
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util 0.40), **char-rp = an RP unicorn to be found on fresh context** (see Current state). Intermediate steps
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ABANDONED: Pantheon-Reasoning-27B (served briefly as gen — refuses dark fiction via DeepSeek-distilled
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refusal-reasoning, see Tried); Pantheon-27B-with-MTP for RP (bf16 MTP won't load on the compressed-tensors path);
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Angel MS3.2-24B (my NVFP4 quant = garbage). Prefer EXISTING community NVFP4/GGUF quants over self-quanting
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("don't quant unless you have to" — operator). GGUF serving is now on the table for RP (NEVER Ollama). Gateway
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sampling-defaults wiring still PENDING.
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@@ -0,0 +1,6 @@
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- `[2026-07-08]` **Pantheon-27B MTP on vLLM compressed-tensors = 0% acceptance.** MTP is a separate **bf16** head
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(`mtp.*`, in `model-auxiliary.safetensors`, 15 tensors); AEON preserved it by INJECTING the bf16 head into the
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quant output (NOT re-quantizing — confirmed AEON's nvfp4 mtp is bf16). Built pantheon-27b-mtp = compressed-tensors
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main + injected bf16 mtp + `text_config.mtp_num_hidden_layers=1` → vLLM detected the MTP but SKIPPED the bf16
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self_attn weights → 0/192 draft tokens accepted. **The bf16 MTP head only loads on the MODELOPT main-model format
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(like AEON), not compressed-tensors.** (Moot — operator dropped MTP for gen; not needed for the non-reasoning RP.)
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+6
@@ -0,0 +1,6 @@
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- `[2026-07-08]` **Pantheon-Reasoning-27B refuses dark fiction DESPITE an abliterated base.** The base
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(`llmfan46 heretic`) writes freely (thinking-off), but Gryphe distilled the reasoning traces from **DeepSeek 3.2**
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(safety-aligned) onto every turn (`preserve_thinking:true`) → the model reasons ITSELF into refusals in the
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`<think>` phase (collapses to empty output). Fix: thinking-off OR an uncensor system prompt (both verified).
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**Lesson: a reasoning finetune of an abliterated base can re-censor via its reasoning-trace TEACHER; the raw
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abliterated base is cleaner** — this is WHY the pivot went to the llmfan46 heretic base for gen.
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@@ -0,0 +1,11 @@
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- `[2026-07-08]` **RP-SEAT CAMPAIGN CLOSED — char-rp = Magidonia-24B-v4.3 (128K), char-rp-reasoning = Deckard-PKD
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Qwen3.5-27B (256K); both GGUF/llama.cpp on ana-ml2 GPU0 alongside gen (35B-A3B, util 0.37), ~4G GPU0 margin.**
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Arc: (1) replaced broken Angel NVFP4 with Magidonia prose + QwQ-RpR-v4 reasoning (b268f93); (2) max-context via q8_0
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KV (f570604); (3) canonical samplers for all 4 gateway seats, dvalin-derived + char-rp A/B-tuned (aac4bcf);
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(4) rebalanced gen 0.40→0.37 to fund char-rp 128K (f49c4e4); (5) RE-A/B'd the reasoning seat (operator wanted a
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DRY-tolerant model): **Deckard WON** on brokkr's frozen scorer (composite 2.176, 0/30 loops, 0/30 refusals) over
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RpR-v4 (3.716, 1/30 loop), Pantheon-Reasoning (1.383 but 7/30 refusals), Snowdrop+Gembrain (llama.cpp
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template-incompat) — deployed (5f79b40); (6) Deckard→256K (41305bf); (7) dvalin CONFIRMED Deckard samplers = the
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live A/B set is canonical (4954ca0). **GATE LESSON: a llama.cpp reasoning seat needs a STOCK template that natively
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opens `<think>`/`enable_thinking` (Qwen3.x/QwQ pass; ChatML + Gemma-4 fail) — no monkeypatching. INFRA: llama-swap
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b8840 can't load Qwen3.6/Gemma-4 archs → `ghcr.io/ggml-org/llama.cpp:server-cuda` (pulled on ana-ml2).**
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@@ -0,0 +1,12 @@
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- `[2026-07-08]` **T1 DPO leg is RUNNING (unblocked) — 2 fixes applied to deployed backend.py.**
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Blocker resolved: (1) **mtf-dev's v0.0.42 stub** `_stub_missing_optional_integrations` (last-resort sys.meta_path
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finder → missing mergekit/llm_blender/weave resolve to MagicMock, never called → zero numerics risk; applied
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VERBATIM to deployed `src/model_training_forge/train/backend.py` after `_unsloth_available()` + call-site before
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`from trl import DPOTrainer`); (2) **my cosmetic `warnings_issued` shim** (trl-0.24 DPOTrainer.__init__:405 does
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`model.warnings_issued["estimate_tokens"]=True` for warning-suppression; custom Qwen3_5 class under transformers
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5.5.0 lacks the attr → `if not hasattr(model,"warnings_issued"): model.warnings_issued={}` before the
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DPOTrainer(...).train() at backend.py:305 — cosmetic, zero training impact). Both edits are on the DEPLOYED
|
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un-git'd copy only → **mtf-dev must canonicalize the warnings_issued shim into their repo** (told them). DPO
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confirmed training: model loaded (851 shards), full 1196 pairs processed, in precompute_ref_log_probs (GPU0 93%
|
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util, 54.8GB). Completion watcher armed (bg task) → restore gen+rp + verify dpo_adapter + ping mtf-dev on exit.
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gen+rp STOPPED for the run (authorized window). Output → data/spike/dpo_adapter.
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@@ -0,0 +1,17 @@
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- `[2026-07-08]` **T1 DPO leg launch — prior BLOCK (now resolved above), kept for the launch recipe.**
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Operator authorized the full DPO stage (via mtf-dev) + went AFK 2h. **PROVEN LAUNCH RECIPE** (replicates the
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SFT container `aeon-t1-sft` exactly, only `--stage sft`→`dpo`): `sudo docker run -d --name aeon-t1-dpo
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--entrypoint python3 --gpus all -e CUDA_VISIBLE_DEVICES=0 -e MTF_FORCE_TRL=1 -e PYTHONPATH=/mtf/src
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-e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -v /home/lkraven/model-training-forge:/mtf -v /tank:/tank
|
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-w /mtf aeon-trainer:latest -u scripts/train.py --recipe recipes/training/qwen-3.5-122b-erp-lora/train.aeon-27b.yaml
|
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--stage dpo`. **CRITICAL: `--entrypoint python3` is REQUIRED** — aeon-trainer's default entrypoint is
|
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`["vllm","serve"]` (FROM vllm/vllm-openai) → without the override it runs vllm + hits a torch-ABI crash.
|
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Dataset verified (pairs_dataset=train.flat.json=1196 pairs). **THE BLOCK:** `from trl import DPOTrainer`
|
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(backend.py:256) eagerly pulls TRL 0.24.0's WHOLE optional-integration set — cascade: mergekit(missing)→
|
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immutables→**mergekit-0.1.4↔pydantic-2.13 HARD incompat** (needs pydantic==2.10.6)→llm_blender→dataclasses_json→
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**llm_blender-0.0.2↔transformers-5.5.0 HARD incompat** (TRANSFORMERS_CACHE removed, needs source patch)→weave→
|
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(more). NONE used by our pair-based DPO. `pip install mergekit` w/deps is UNSAFE (downgrades accelerate
|
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1.14→1.6). Safe partial recipe derived (core libs held: torch2.10/tf5.5.0/trl0.24.0/peft0.19.1/accel1.14.0)
|
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but non-convergent → TRULY BLOCKING per operator's carve-out. Did NOT force-hack the proven training image.
|
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Handed full diagnosis + recommended fix (lazy-import TRL patch, opt b) to mtf-dev (thread 01KWZG8GJX,
|
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expects-reply, monitor armed). gen+rp RESTORED healthy. Relaunch = 1 min once mtf-dev delivers a working image.
|
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@@ -0,0 +1,4 @@
|
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- `[2026-07-08]` **worldtree Mimir deploy-blocker resolved (mid-session):** synced `persona.envelopes.assistant` +
|
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`envelope_grants:[]` verbatim from the baked canonical into BOTH corviduo-dev instances (demo+personal),
|
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YAML-validated via each container's own parser; worldtree-dev cleared to push the Mimir-bound image. (Was my
|
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parked R32 1C envelope-mirror come due — see [[reference_corviduo_dev_emergency_ops]] config-sync recipe.)
|
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@@ -0,0 +1,4 @@
|
||||
- `[2026-07-09]` **FP8 breaks mOrpheus audio-token generation.** `--quantization fp8` on the 3B → 0 valid SNAC
|
||||
frames even at GREEDY (degenerate audio+text mix, no start-of-speech); bf16 is clean (28/28 frames). Quant-breaks-
|
||||
TTS, same class as the Angel-NVFP4 lesson below. bf16 is REQUIRED (so the operator's "util 0.1" wish is moot — the
|
||||
bf16 weights alone are 6.6GB). NB the raw-token benchmark RTF 0.50 was fp8+graphs = never real.
|
||||
@@ -0,0 +1,7 @@
|
||||
- `[2026-07-09]` **granite→gen memory_extractor bind GREEN-lit for worldtree-dev (Worldtree #335 Slice 4).**
|
||||
Answered their VRAM/concurrency headroom check: gen (qwen 35B-A3B heretic) has ample headroom for ~2 bursty
|
||||
idle-triggered extractor calls (fixed 0.37 util; KV pool runs 0-2%; --max-num-seqs 16, near-linear batching).
|
||||
Corrected their stale "gen = Mistral Small 4 / 119B-6B" belief (gen IS the qwen 35B-A3B heretic since 2026-07-08).
|
||||
**This bind is INDEPENDENT of the full granite RETIRE** (reclaim ~32GB on ana-ml2 GPU1) — that stays the
|
||||
operator's call, pending brokkr R33 portfolio + production-concurrency due-diligence. Tracked: althing thread
|
||||
01KX3SGH… (worldtree-dev) + brokkr's gen-absorbs-granite consult (thread 01KX2V32…) + [[reference_litellm_gateway]].
|
||||
@@ -0,0 +1,46 @@
|
||||
- `[2026-07-09]` **granite→gen `memory_extractor` bind host-synced on demo+personal Worldtree (Vuong-directed,
|
||||
#335 Slice-4).** Changed `model_roles.yaml` memory_extractor `binds.catalog_id` `summarizer`→`gen` (overrides
|
||||
intact: thinking:false/temp0/8192) on BOTH `/opt/worldtree{,-personal}/config`; `memory_distiller` left on
|
||||
`summarizer` (range-scoped sed `/memory_extractor:/,/memory_distiller:/` — the naive global replace would've hit
|
||||
both); backups `*.bak-preqgen-20260709`; validated via each container's OWN yaml parser. **DEMO LIVE on gen**
|
||||
(b43 `d501e516732d` auto-deployed mid-edit + its restart RACED my edit by ~2min → I restarted
|
||||
`worldtree-worldtree-api-1` to activate; healthy, live process resolves memory_extractor=gen). **PERSONAL
|
||||
NOW LIVE on gen too** — Vuong authorized the restart (via wt-dev); restarted `worldtree-personal-worldtree-api-1`
|
||||
after a PRE-FLIGHT that ran the app's OWN `load_model_roles()` (`core/llm/roles.py:121`) against the synced config
|
||||
INSIDE the running `c9986cd` container: `gen` in catalog, all 9 roles resolve, no `DanglingBindingError` → proven
|
||||
safe on the OLDER image BEFORE touching it (model_roles-delta-alone clean; no full-config-set sync needed).
|
||||
StartedAt 20:50:55Z, healthy, resolves gen. **BOTH instances live on gen.** **LESSON:
|
||||
the bind-mount `/opt/worldtree*/config` SHADOWS the baked `/app/config-defaults/` → the deploy alone never
|
||||
updates the ACTIVE config; the host edit is required AND a restart activates it (role registry cached at boot) —
|
||||
pre-stage BEFORE the deploy's restart or you race it.** FOLLOW-UPS (non-blocking): (a) `memory.extractor.user_pass`
|
||||
parity block → self-serve from the b43 baked `defaults.yaml` (pydantic-default no-op); (b) stale `gen` provider
|
||||
description (Mistral-Small-4 → qwen3.6-35b-a3b-heretic) → wt-dev owns the REPO-side `providers.yaml` fix
|
||||
(operator's call — NOT purely cosmetic: the gen/dialogue + classifier entries carry Mistral-Small-4 SAMPLING
|
||||
defaults that drive mask/lofn/forseti/mimir dialogue, so wt-dev re-validates for qwen), host cosmetic sync pairs
|
||||
when it deploys. Gave wt-dev the VERIFIED canonical 4-alias set (backends+samplers read from the LIVE gateway
|
||||
config, not the doc); corrected `docs/pfi/model-sampler-defaults.md` seat 4 (had lagged QwQ-RpR-v4 → Deckard-PKD;
|
||||
live gateway was always Deckard). Operator SCOPED IN the character-RP re-point (2026-07-09):
|
||||
character→char-rp / thoughtful-character→char-rp-reasoning (character-rp per wt-dev's role semantics), moving
|
||||
character RP off the GENERAL qwen onto the dedicated Magidonia/Deckard seats. Relayed to wt-dev w/ the mapping
|
||||
principle + a SAMPLER-OVERRIDE warning (DROP character-rp's old temp0.75/top_p0.85 overrides — carried onto the
|
||||
dedicated seats they'd clobber the canonical RP tuning DOWNWARD) + ratatoskr-reach note (role call is transparent
|
||||
but Magidonia/Deckard quality/latency differs from gen). DONE 2026-07-09: wt-dev committed 5d4fa4a (v1.0.0b44,
|
||||
UNPUSHED — operator drives push); operator directed host-ahead-of-push, so I sourced BOTH config files directly
|
||||
from that unpushed commit (local `~/development/Worldtree` checkout — capital W; `git show 5d4fa4a:config/…`) +
|
||||
mirrored VERBATIM to `/opt/worldtree{,-personal}/config` on demo+personal, paired-pre-flighted via the app's
|
||||
`load_model_roles()` (no DanglingBinding), restarted both → LIVE: character→char-rp, thoughtful-character +
|
||||
character-rp→char-rp-reasoning, memory_extractor→gen preserved. Backups `*.bak-prerp-20260709`. context_window
|
||||
VERIFIED (llama.cpp /props + char-rp-gguf `.env`): char-rp **131072**, char-rp-reasoning **262144** (gave wt-dev
|
||||
to patch the repo from its interim 32768). **HOST AHEAD of repo-remote until the operator pushes 5d4fa4a** (baked
|
||||
config converges with the bind-mount on push+deploy). GOTCHA: demo≠personal — PERSONAL was already partly
|
||||
re-pointed (2026-07-06 AEON-era character→char-rp) so its delta was mostly stale-AEON-descriptions→Magidonia/Deckard
|
||||
+ character-rp + stripping personal's char-rp `default_params` temp0.7/top_p0.8 that CLOBBERED the gateway RP tuning
|
||||
downward; DEMO had no char-rp catalog entries at all (b44 adds them). Diffed each instance vs b44 before applying
|
||||
(both deltas = expected changeset only, nothing instance-specific clobbered). wt-dev PATCHED the context_window in **b45/3384a37**
|
||||
(char-rp 131072, char-rp-reasoning 262144). BUMPED HOST-AHEAD on both instances (operator-directed 2026-07-09):
|
||||
mirrored b45's providers.yaml → `/opt/worldtree{,-personal}/config`, restarted, verified LIVE (char-rp ctx
|
||||
131072, char-rp-reasoning 262144, bindings intact); backups `.bak-b44interim-20260709`. HOST now = **b45
|
||||
canonical** (providers.yaml) + b44 (model_roles unchanged b44→b45). STILL PENDING: (1) operator's batched push
|
||||
of **b44+b45** (`5d4fa4a`+`3384a37`) to converge the repo-remote — host is ahead, no fork; (2) user_pass parity
|
||||
block (defaults.yaml — NOT in either, separate). Threads `01KX3SGH`/`01KX48QP` (worldtree-dev),
|
||||
monitor armed. See [[reference_corviduo_dev_emergency_ops]].
|
||||
@@ -0,0 +1,4 @@
|
||||
- `[2026-07-09]` **HF whisper datasets aren't actually whispered.** Claris-Whispered-English measures voiced 0.8
|
||||
(not a whisper) + IPA transcripts; `datasets` audio decode needs torchcodec (wants CUDA-13, incompatible w/ the
|
||||
cu124 venv). LPC DSP-whisperize went unstable (NaN). **kokoro `af_nicole` IS a genuine whisper** (voiced 0.24) —
|
||||
that (operator's pointer) is the working whisper reference source, not TTS-voice screening or dataset-hunting.
|
||||
@@ -0,0 +1,10 @@
|
||||
- `[2026-07-09]` **mOrpheus TTS off-the-shelf voice pipeline SHIPPED end-to-end (irv-ml1) + wired into
|
||||
gateway-chat.** Full arc (commits): gen served-name honesty rename aeon→qwen3.6-35b-a3b-heretic (99a4a17,
|
||||
vLLM served-name + litellm refs, so /v1/models + spend-logs name the real model); permanent 2-container stack
|
||||
(01eedd8); gateway-chat auto-voice quoted dialogue (c948013); streaming decode TTFA 4.5s→0.8s (da76829);
|
||||
max_tokens 1200→2400→3500 with a context-clamp (f363fe6, 0655a37 — long lines were clipping at 14.6s, and
|
||||
`repetition_penalty` 1.1 is LOAD-BEARING: at 1.0 the model never stops); AudioContext resume-on-gesture
|
||||
no-sound fix (033f368); pre-chunk by QUOTED SECTION not sentence for prosody (a1f3023→f295cc1); staged clone
|
||||
voices baddy/beatrice/whisper (0655a37 + runtime .wav/.txt in the voices dir); agent voicing prompt (a573514).
|
||||
**Load-bearing config, all encoded in stacks/mOrpheus/: bf16 not FP8, image v0.23.0 not latest, GPU=3090 not
|
||||
A6000, rep_penalty 1.1.** Serving-viability confirmed: vLLM concurrency near-linear to 8× (707 tok/s).
|
||||
@@ -0,0 +1,3 @@
|
||||
- `[2026-07-09]` **Sentence-chunking TTS loses prosody** — generating each sentence cold flattens the intonation that
|
||||
spans a line. Chunk by QUOTED SECTION (whole quote = one gen call). Also: `repetition_penalty` >1.1 BREAKS cloning
|
||||
(penalizes the ~1100 in-context reference audio tokens; keep ≤1.1 on the clone path).
|
||||
@@ -0,0 +1,16 @@
|
||||
- `[2026-07-09]` **Two parked items closed: phantom `qwen3.6-35b-a3b` alias VERIFIED already-gone; ana-docker
|
||||
docker log-cap SOLVED no-bounce.** (1) **Phantom**: absent from `/v1/models` + `/model/info` (config+DB
|
||||
registry), zero litellm log refs — the parked "400s in /v1/models" note was STALE (already cleaned in the
|
||||
2026-07-08 gen repoint to `-heretic`); bare token survives only in 2 config COMMENTS (lines 76/80). Nothing to
|
||||
remove. (2) **Log-cap**: running containers were UNCAPPED (182M json-logs, top offender 59M) because
|
||||
daemon.json's `max-size 10m/max-file 3` only applies to containers CREATED AFTER a daemon restart — it never
|
||||
reaches already-running ones. No-bounce fix = `/etc/logrotate.d/docker-containers` (**copytruncate** — dockerd
|
||||
opens json-logs `O_APPEND` so truncate-in-place resets cleanly, no sparse-file corruption; `size 10M`,
|
||||
`rotate 3`, `compress`, `su root root`), auto-picked-up by the daily `logrotate.timer`. Force-ran + gzipped the
|
||||
frozen `.1` archives → **182M → ~55M** (44M active + 11M gz), every container kept its multi-week uptime
|
||||
(zero bounce, verified). **LATENT FOOTGUN FLAGGED (not yet fixed, operator's call): daemon.json declares
|
||||
`live-restore:true` but the RUNNING daemon has it FALSE** (daemon.json was edited after the last daemon start,
|
||||
never reloaded) → the NEXT `systemctl restart docker` / crash / pkg-upgrade **bounces ALL ana-docker containers
|
||||
once**. Fix WITHOUT a bounce = `systemctl reload docker` (SIGHUP loads live-restore into the running daemon;
|
||||
log-opts are NOT SIGHUP-reloadable, which is why logrotate — not the daemon cap — is the enforcer for running
|
||||
containers).
|
||||
@@ -0,0 +1,20 @@
|
||||
- `[2026-07-10]` **Biweekly open-weight-releases scan cron set up for brokkr-smithy (Vuong-authorized).** Durable
|
||||
systemd **--user** timer on nh3-dev (`brokkr-landscape-scan.timer`, OnCalendar `*-*-01,15 09:00:00`
|
||||
America/Los_Angeles, Persistent=true; linger on) → `.service` → wrapper `~/.local/bin/brokkr-landscape-scan.sh`
|
||||
runs headless `claude -p "$(cat ~/.config/brokkr-landscape-scan/prompt.txt)" --dangerously-skip-permissions` in
|
||||
`~/development/brokkr-smithy` (ALTHING_HANDLE=brokkr-smithy-dev; **explicit PATH** — the --user minimal-PATH
|
||||
footgun; per-run logs `~/.local/state/brokkr-landscape-scan/`). Prompt = brokkr's payload verbatim (LLM/image/TTS
|
||||
new-release sweep → ranked synthesis → commit+push+notify). VALIDATED: git-push non-interactive (BatchMode
|
||||
ls-remote to gitea, passphraseless key — no agent), headless claude auth (READY smoke). VALIDATED END-TO-END 2026-07-10 (manual run, exit 0):
|
||||
web-sweep→synthesis→commit `2ed2f29`→PUSH of scan #2 (open-weight-releases-2026-07-24.md); triaged dwarf input +
|
||||
caught baseline errors, quality strong. **HANDLE-COLLISION caught+FIXED** — the headless scan shared handle
|
||||
brokkr-smithy-dev with the LIVE session + raced its inbox (eitri's dwarf-reply got stolen by the live monitor);
|
||||
registered a dedicated **brokkr-scan-dev** handle (`add-handle`, driver=none) + repointed the wrapper + rewired
|
||||
step-5 notify → `althing-cli post --to brokkr-smithy-dev` (NO vuong althing handle exists — confirmed). model=default
|
||||
+ `--max-turns 80`. First run under the new handle = 7/15. Off-cycle 07-24 doc is a validation artifact (scheduled
|
||||
1st/15th runs date to their own run-date, no collision) — operator naming-convention call pending.
|
||||
**NEXT AUTO-RUN 2026-07-15 09:00 PDT.** Manual validation/first run = `systemctl --user start
|
||||
brokkr-landscape-scan.service`. Open w/ brokkr (thread 01KX63G6): confirm notify-Vuong handle/mechanism + session
|
||||
handle + model/turn-cap. **NEXT brokkr task (operator-sequenced after this): TTS audition env** — Higgs-TTS-3 +
|
||||
ZONOS2 + Chatterbox baseline, TTFA/RTF + blind-A/B web-listen (thread 01KX6371; needs GPU-placement + HF-token
|
||||
feasibility pass first; brokkr delivers the prompt set after the env's up; protocol doc in brokkr-smithy repo).
|
||||
@@ -0,0 +1,16 @@
|
||||
- `[2026-07-10]` **ComfyUI 0.25.x bump on irv-ml1 ATTEMPTED → FAILED → ROLLED BACK (snapshot saved it).** comfy-dev
|
||||
requested (Vuong-authorized) bumping the irv-ml1 `comfyui` stack (mmartial image, `/opt/docker/compose/comfyui/`,
|
||||
0.24.1) to 0.25.x for Krea-2 + LTXV 2.3. **TWO FINDINGS: (1) `DISABLE_UPGRADES=false`/USE_PIPUPGRADE bumps the
|
||||
VENV (torch 2.12.1→2.13.0 + deps) but does NOT advance the ComfyUI CODE checkout** (`/comfy/mnt/ComfyUI` =
|
||||
`/worktank/comfyui/run/ComfyUI` stayed 0.24.1 — pinned/detached git, comfy-dev's domain). **(2) the torch bump
|
||||
broke SageAttention** (2.2.0 `_fused.so` undefined-symbol `c10::impl::cow::materialize_cow_storage` vs torch
|
||||
2.13.0) → `--use-sage-attention` (REQUIRED launch flag in COMFY_CMDLINE_EXTRA) crash-looped ComfyUI. Net: broke
|
||||
the working state, zero 0.25.x payoff. **ROLLBACK WORKED**: pre-bump 16G venv snapshot
|
||||
`/worktank/comfyui/venv-snapshot-comfyui-0.24.1-20260710.tar` restored (torch 2.12.1 + working SageAttention),
|
||||
re-pinned DISABLE_UPGRADES=true, recreated → healthy on 0.24.1, serving :8188. Broken venv parked at
|
||||
`/worktank/comfyui/run/venv.broken-torch213-20260710`. **CORRECTED PATH (sent comfy-dev, thread 01KX655V):**
|
||||
comfy-dev git-advances the ComfyUI checkout to 0.25.x + reqs → I handle the torch bump + SageAttention
|
||||
rebuild-against-2.13.0 + re-pin (snapshot stays as the net). **LESSON: mmartial `DISABLE_UPGRADES` gates ONLY
|
||||
the venv pip-upgrades, NOT the ComfyUI git checkout; a torch bump breaks compiled exts (SageAttention) →
|
||||
rebuild-after is mandatory.** Bump BLOCKED pending comfy-dev's git-advance. Stack: A6000 (NVIDIA_VISIBLE_DEVICES=1),
|
||||
lkraven-owned compose+venv (uid 1000, no sudo needed), COMFY_CMDLINE_EXTRA OOM flags preserved.
|
||||
@@ -0,0 +1,14 @@
|
||||
- `[2026-07-10]` **ComfyUI v0.27.1 SUCCESS on irv-ml1 (operator-confirmed execute-now) — landed on torch 2.12.1,
|
||||
SageAttention preserved, crash-loop AVOIDED.** The prior attempt (entry below) crash-looped because a torch
|
||||
2.12.1→2.13 bump broke SageAttention's ABI. This time I checked `git diff v0.24.1 v0.27.1 -- requirements.txt`
|
||||
FIRST and found **core v0.27.1 leaves `torch` UNPINNED** → the version bump does NOT require torch 2.13 (that came
|
||||
only from the mmartial boot-upgrade). So: `git checkout v0.27.1` (clean tree) → `pip install -r requirements.txt`
|
||||
as **uid 1000** with a **torch-pin constraint file** (torch/vision/audio pinned to current +cu129) to block any
|
||||
transitive bump → torch stayed 2.12.1, SageAttention 2.2.0 untouched. Added decord 0.6.0 (fixed SAM3Segment).
|
||||
`docker restart comfyui` → healthy, `/system_stats` comfyui_version=0.27.1, "Using sage attention", HTTP 200, DB
|
||||
migrated 0003→0004. Reported the divergence to comfy-dev (thread 01KX6D3C…, reply pending) + asked whether LTXV 2.3
|
||||
needs a separate torch-2.13 follow-up (their domain; Krea-2's ≥0.25 need is met by 0.27.1). **LESSON: before a
|
||||
mmartial ComfyUI version bump, `git diff <old> <new> -- requirements.txt` — if torch is unpinned, bump the CODE
|
||||
without touching torch (constraint-pin it) and compiled exts (SageAttention) survive. `docker exec` lands as uid
|
||||
1025(comfytoo), not 1000 — use `-u 1000` + the venv python `/comfy/mnt/venv/bin/python`.** See
|
||||
[[reference_irv_ml1_comfyui_mmartial]].
|
||||
+13
@@ -0,0 +1,13 @@
|
||||
- `[2026-07-10]` **Heimdall grant: ratatoskr `affect.full` on PERSONAL Worldtree (operator-approved, worldtree-dev
|
||||
R34-v1 request).** Added allow-rule `ratatoskr-affect-full-allow` to `/opt/worldtree-personal/config/policies.yaml`
|
||||
(`principal.user_ids:["ratatoskr"]`, action `affect.full`, resource `*`, effect allow), mirroring the #347
|
||||
`session-history-write-ratatoskr` rule exactly + placed right after it. **WHY user_ids-based (not tier):** ratatoskr's
|
||||
personal key is the minimal **readonly-admin** observability tier, which is NOT in the tier-based
|
||||
`affect-render-baseline-allow` (anonymous/user/free/pro/admin) → needs an explicit user_id grant, same as #347.
|
||||
R34-v1 (b46, committed UNPUSHED) gates `affect.emit` `dominant_emotion` egress by exposure ceiling (affect.full|safe
|
||||
→ present; neither → null); this grant keeps ratatoskr's view alive across the b46 deploy. Surgical exact-string
|
||||
insert (preserves comments), backup `policies.yaml.bak-pre-affectfull-20260710`, validated via the CONTAINER's own
|
||||
yaml parser (35 rules, +1, payload confirmed). **NOT restarted — deliberate:** rule is on the bind-mount (shadows
|
||||
baked), INERT until b46 gating ships, so the b46 CI/CD deploy restart activates it (no live-session blip now). Demo
|
||||
untouched (personal-only per key scope). Replied to wt-dev (thread 01KX6DB3…) offering an immediate restart if they
|
||||
want it live for pre-b46 testing. See [[reference_corviduo_dev_emergency_ops]].
|
||||
+1
@@ -0,0 +1 @@
|
||||
- `[2026-07-13]` **#355-residual ROOT CAUSE (supersedes the "LiteLLM gateway holds while seat idles" entry below — that was DISPROVEN).** char-rp-reasoning enters a non-terminating REASONING loop (tool-call-retry planning) and runs to `max_tokens=32768` (~22 min @ 24.7 tok/s, ~13% of requests); the seat GENERATES all 32768 tokens (not idle), and `--reasoning-budget 400` is NOT enforced. 3-source-confirmed (spend_logs completion_tokens=32768 ×4; seat eval-time log; pcap 100%-`reasoning_content` deltas). Server-side fix wanted (operator: no max_tokens ceiling) → routed to brokkr (accepted, pulled dvalin). Lesson (again): confirm before concluding — the seat-idle claim came from reading only the ≤73s requests + missing the concurrent 32768-token slots. See ACTIVE 1.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-13]` **Deploy-speed real bottleneck ≠ uv sync (memory's assumption was wrong).** Buildx step log: `chown -R /app` = 251s (copy-up of the root-owned venv into a fresh layer), uv sync only 35.6s, registry layer cache already wired. Fix = drop `/app` from the chown (validated safe: zero /app runtime writes on both live instances) + uv cache-mount. Shipped as PR #359 (branch off origin/main@b60), worldtree-dev green-lit. Expected ~5min off (~11→~6min). Runner-side BuildKit cache task (b) was already done → moot.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-13]` Ledger tier-3 consumer `ledger:miranda` provisioned on personal :8081 (key b38932f5, GPG-delivered+shredded, allowlist 10.100.10.50:8770 live); `assistant`+`thoughtful-assistant` capability roles added (gen/gen-reasoning) on personal+demo, canonical d8bd497. Chosen instance = personal (the tier-3-consumer instance, ratatoskr+soong-lab colocated).
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-13]` Relaying a peer's diagnosis as fact without confirming it against raw data. worldtree-dev diagnosed the WT #355 residual as "our llama.cpp seat wedging," which I echoed in a wrap-up; the operator challenged it and the seat logs DISPROVED it (seat completes ≤72s, idle at the wedge onset — the hang is the LiteLLM gateway). Lesson: CONFIRM peer diagnoses (esp. cross-domain ones) before acting/relaying — same discipline that caught the earlier char-rp-reasoning red-herring via a live `registry.resolve` reproduction.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-13]` Worldtree deploy bottleneck = the image build (~11 min of a ~12 min deploy), root cause the Dockerfile `uv sync ... --no-cache` + no BuildKit cache-mount (re-downloads all deps cold every build). Fix split: worldtree-dev Dockerfile cache-mount diff + infra-ops runner-side persistent BuildKit cache. Config-only changes skip the build entirely (pinned recreate).
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-13]` WT #355 residual 300s hang localized to OUR LiteLLM gateway (holds 2 char-rp-reasoning requests ~21 min while the seat idles), NOT the seat — Deckard seat EXONERATED (completes ≤72s; `--reasoning-budget 400` forecloses a mid-thinking hang). Corrects worldtree-dev's "seat wedging" diagnosis. Decisive next = the FIN-check (pcap on corviuo). See in-flight ACTIVE 1. **[SUPERSEDED 2026-07-13 — see the ROOT CAUSE entry above; the gateway-hold/slot-leak theory was disproven, the seat was generating 32768 tokens.]**
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-13]` WT #355 turn-lifecycle fix VALIDATED on worldtree b60 — wedged turns self-terminate cancelled/stalled at the 300s stall-watchdog (turns 2064/2065 vs pre-b60 2061's 16-min no-terminal). worldtree-dev filed follow-ons #356 (rehydrate Tier-3 ctx on resume — the recreate-durability gap), #357 (reclaim orphaned active-turn locks), #358 (LLM-provider read-timeout audit); surfacing to Vuong to prioritize.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-14]` **AEON's "working NVFP4+MTP RP seat" was pantheon on compressed-tensors (0% MTP accept), not a modelopt MTP proof.** `vllm-aeon-rp`'s .env → `AEON_RP_MODEL=pantheon-27b-mtp-nvfp4`, `AEON_RP_QUANT=compressed-tensors` — it LOADED (mtp silently skipped, `exited 0`) but never accelerated. Same vLLM image (`:latest` = `sha256:4091d55` = 0.24.0) as the failed Heretic2 test, so the "AEON ran on an older vLLM" theory was wrong. Don't treat a seat that "ran" as MTP-validated without checking its `SpecDecoding` acceptance.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-14]` **char-rp-reasoning seat: Deckard-PKD → NEO-CODE = Heretic2-Thinking (Qwen3.6-27B)** — R36 gate PASSED (tools 0.967, #355 runaway ELIMINATED). #355 was MODEL-level (Deckard emitted qwen3_coder XML malformed → mangled args → retry-runaway), NOT the reasoning-budget bug; NEO-CODE emits it clean. Custom llama.cpp KEPT (qwen3_coder parse — stock b8840 predates it — + PR#25544). Committed f960a73; full record auto-memory [[charrp-custom-llamacpp-pr25544]].
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-14]` **gitea "test-delivery 204" is NOT proof a webhook works** (204 = gitea *queuing*, not the listener receiving) — and a proxy test signing with the listener's OWN secret proves the listener, not gitea's real delivery. Both red herrings cost a round of the soong-lab webhook diagnosis. Diagnose from BOTH ends: sender (`docker logs gitea | grep webhook` → the `deny '<ip>'` line) AND an instrumented receiver.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-14]` **MTP graft via top-level `mtp.*` tensor names does NOT survive `AutoModelForCausalLM.from_pretrained`** — the `Qwen3_5ForCausalLM` class doesn't expose an mtp module, so the mtp keys are DROPPED at load (quant output = 0 mtp). Fix = SPLICE the BF16 mtp tensors into the quant output post-hoc (how pantheon was built); don't rely on the graft surviving the model round-trip.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-14]` **MTP-on-modelopt: NO checkpoint config skips the spec-decode drafter's quant (vLLM 0.24 bug) — 4 config attempts failed before the runtime workaround.** All crashed the same way (`qwen3_5_mtp.py:256` `param_data.shape == loaded_weight.shape` AssertionError — bf16 mtp head loaded into a quantized drafter param): (1) mtp excludes in `config.json` (WRONG file — vLLM modelopt reads `hf_quant_config.json`); (2) specific-unfused mtp names in hf_quant_config; (3) wildcards `mtp*`/`mtp.layers.0*` (`is_layer_skipped` is EXACT-membership, NOT glob — wildcards match nothing); (4) exact fused+unfused names in both `mtp.`/`model.` prefixes. Instrumenting `is_layer_skipped` proved the drafter's exclude list holds ONLY the main model's `linear_attn` entries — the mtp excludes never reach the draft-model quant config. ONLY fix = a mounted `sitecustomize` force-skipping `mtp.*`. LESSON: don't chase checkpoint-config fixes for the mtp-drafter crash; go straight to the runtime patch. Also `nvidia-modelopt[hf]==0.43` (AEON's producer version) is a trap — it pins transformers back to 4.57 which can't load `qwen3_5` at all; use 0.45 + the FusedMoE guard in `quant_modelopt.py`.
|
||||
+1
@@ -0,0 +1 @@
|
||||
- `[2026-07-14]` **NVFP4 (llm-compressor / compressed-tensors) gives NO batch-1 speedup over GGUF for the Qwen3.5 GDN-hybrid, and its MTP is 0%-accept.** Measured base NVFP4 no-MTP ≈53 tok/s decode vs the GGUF NEO-CODE seat ~59.5 (llama.cpp wins single-stream; NVFP4's edge is concurrency, and this hybrid is bandwidth-bound at batch-1 with the BF16 linear_attn/GDN layers dominating). MTP spec-decode = 0% acceptance (vLLM's `Qwen3_5MTP` drafter won't load the bf16 mtp weights off a compressed-tensors main model → `Parameter … not found in params_dict`, `Avg Draft acceptance rate: 0.0%`). Pantheon is identical — its "working NVFP4+MTP" was working *structure*, never real acceleration. Working native MTP needs the **modelopt** main-model format (AEON, ~3.3/3 accept). LESSON: don't expect a faster single-stream seat from an llm-compressor NVFP4 quant of this arch; the MTP multiplier is the whole point and it requires modelopt.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-14]` **NVFP4+MTP fast char-rp-reasoning seat LANDED + LIVE + gateway-repointed + VRAM-tuned.** Modelopt-format re-quant made MTP work. The load-crash root cause = **vLLM 0.24 does NOT propagate modelopt `exclude_modules` to the spec-decode DRAFT model** → the bf16 mtp head gets quantized → shape crash; NO checkpoint config fixes it (`is_layer_skipped` is exact-membership, and the drafter never sees the mtp excludes) → **workaround = a mounted `sitecustomize` that force-skips `mtp.*` in `is_layer_skipped`** (upstream vLLM bug to file). Productionized as compose stack `heretic2-charrp-reasoning` (:8018, workaround baked in). Gateway `char-rp-reasoning` alias fixed: repointed off the stale GGUF served-name `deckard-pkd-27b`, added `enable_thinking:true`, **dropped `min_p`** (MTP-incompatible), canonical samplers temp1.0/top_p0.95/top_k20. Rebalanced GPU0 (gen 0.37→0.30/16-seq/256K + reasoning 0.39/16-seq/192K+MTP + char-rp 128K, 2.7GB free). All 4 gateway roles verified; vLLM reasoning-parser confirmed **leak-free** (unlike the GGUF budget-forcing). Full record + the 4 quant landmines in `docs/runbooks/heretic2-nvfp4-mtp-seat.md`; committed `982c319`. Open (non-blocking): brokkr P00 (seat is live ahead of it), retire the stopped GGUF reasoning seat, file the vLLM bug.
|
||||
+1
@@ -0,0 +1 @@
|
||||
- `[2026-07-14]` **NVFP4 quant chase RESOLVED (gibberish) + PIVOTED to modelopt for MTP.** One ~40-min GPU0 window. Root-caused the `!!!!` to the quant NAMESPACE (text-only `AutoModelForCausalLM`→`model.layers.*` keys; vLLM serves only `Qwen3_5ForConditionalGeneration`, which needs `model.language_model.*`) — found from config diffs + vLLM source with ZERO GPU time; fixed by loading as `AutoModelForImageTextToText`. NVFP4 now serves COHERENT (validated greedy). BUT base NVFP4 ≈53 tok/s ≈ GGUF's 59.5 at batch-1 (no single-stream win) AND MTP = 0% acceptance on compressed-tensors (bf16 mtp head only loads on the modelopt format). Operator chose to **pursue a modelopt-format re-quant** (the only path to the 2-4× MTP goal; AEON-proven on this exact Qwen3.6-27B arch). Scoped + de-risked: AEON `/tank/aimodels/qwen36-27b-aeon-nvfp4` = the modelopt reference (quant_method modelopt, 1967 tensors, 15 bf16 mtp keys identical to graft); nvidia-modelopt 0.45.0 installs + `mtq.quantize`/`NVFP4_DEFAULT_CFG`/`export_hf_checkpoint` API confirmed; pipeline unchanged except swap llm-compressor→modelopt. Seats restored; char-rp-reasoning stays GGUF. Full plan in Current state ★ section.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-14]` **NVFP4 spike: built the full MTP serve scaffolding BEFORE validating a plain NVFP4 serve was coherent.** Chased 6 sequential serve-config fixes (entrypoint doubled `serve`, arch `ForCausalLM`→`ConditionalGeneration`, `--language-model-only`, mamba-cache/`max-num-seqs`) across a **2.5hr GPU window** (quoted 30-60 min) — only to find the served model gibbers (`!!!!`). LESSON: smoke a PLAIN `/v1/completions` coherence check on the SIMPLEST config (native arch, no MTP, no splice) FIRST — validate the tracer bullet before building spec-decode scaffolding. Also cost an unnecessary re-quant (the `re:mtp.*` ignore fix that turned out moot). Diagnostic ladder in Current state.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-14]` **Pursue the NVFP4+MTP fast char-rp-reasoning seat to completion** (Vuong-directed via /snapshot: "chase the nvfp4 quant, we know it works, write down the recipe"). Full recipe + diagnostic ladder in Current state / in-flight above. Artifacts on ana-ml2 `/tank/aimodels/heretic2-nvfp4-work/` + scripts committed in eshpfi `services/heretic2-nvfp4-quant/`.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-14]` **soong-lab webhook auto-deploy real root cause = gitea `webhook.ALLOWED_HOST_LIST`** (was `external, 10.100.0.0/16` = NH3-only; blocked corviduo-dev's Anaheim `10.250.x` → gitea refused to deliver, never opened the connection). Fixed to fleet-wide `10.0.0.0/8` (app.ini `[webhook]`) + gitea restart; listener now logs every delivery. The ufw `10/8` open (also this session) was a real-but-secondary gap. Committed 462d528.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-15]` **arbo fully switched off image-judge (qwen-image-bench) -> gen; image-bench pending eviction post-bake.** Operator-directed full switch (comfy-dev executed, live in prod). Established: gen (`qwen3.6-35b-a3b-heretic`) is vision-enabled and was image-bench's predecessor as arbo's hero-judge; image-judge actually serves 4 roles (vision quality-scoring + identity-scoring + bbox grounding + an uncensored text tier), not just grounding. comfy-dev spot-check: gen faster on every task, grounding within ~3px, uncensoring preserved, and it FIXED a bug (image-judge's reasoning preamble broke json_object + stalled the router). Sequencing = short prod bake then evict (~30 GB GPU1 reclaim); revert = flip `ARBO_VISION_MODEL`. Full record: auto-memory `project_arbo_gen_switch_imagebench_evict`.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-15]` **Claude Code statusline `.cost.total_cost_usd` is per-SESSION** (Claude Code's own cache/model-aware session accounting), not a lifetime aggregate — the large value just reflects a long, multiple-times-summarized session. And the old statusline hardcoded Sonnet pricing ($3/$15) on an Opus session -> ~5x cost understatement.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-15]` **`docker.service After=remote-fs.target` does NOT wait for `nofail` NFS mounts** — `nofail` drops a mount out of remote-fs.target's blocking set, so the drop-in ordering is silently defeated (paperless still Exited(255) on reboot). Real fix = DIRECT mount->docker ordering via the fstab `x-systemd.before=docker.service` option (verify `systemctl show docker -p After` lists the mnt-*.mount units). esh-docker-vm.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-15]` **esh-docker-vm NFS fstab fix = `x-systemd.before=docker.service`** (the prior `After=remote-fs.target` drop-in was silently defeated by `nofail`). Reached only after a REBOOT (D-state phantom containers uptime-kuma + paperless-web that no `docker`/`ctr`/daemon-restart could clear). Committed `21d9a07` + playbook updated. See Tried and abandoned.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-15]` **The esh-docker-vm D-state/phantom-container wedge is only cleared by a host REBOOT** — reconfirmed: `docker stop/rm -f`, `ctr -n moby task delete`, AND `systemctl restart docker` all fail to clear it; `docker exec` into a wedged container ALSO fails (`setns ... exit status 1`), so the in-place restart escape hatch is out. Worse, a daemon restart can HALF-KILL other healthy containers (knocked paperless's granian down + left it wedged). Process dead but dockerd won't reap -> phantom. NFS mounts are `_netdev,nofail` so the reboot is boot-safe.
|
||||
@@ -0,0 +1 @@
|
||||
- `[2026-07-15]` **vLLM `max-model-len` does NOT free GPU VRAM** — the KV cache POOL is sized by `gpu-memory-utilization`, not max-model-len. Lowering max-model-len only caps per-request context + drops max concurrency; the pool still fills the util budget. To actually free VRAM, lower `gpu-memory-utilization`. (Bit the char-rp-reasoning "drop KV to 150K" ask: the 150K applied but freed 0 VRAM until util dropped 0.39->0.38.)
|
||||
+87
-309
@@ -128,357 +128,135 @@ _As of 2026-07-15 — a long fleet-ops + infra session. Everything below either
|
||||
|
||||
## Recent decisions
|
||||
|
||||
- `[2026-07-15]` **arbo fully switched off image-judge (qwen-image-bench) -> gen; image-bench pending eviction post-bake.** Operator-directed full switch (comfy-dev executed, live in prod). Established: gen (`qwen3.6-35b-a3b-heretic`) is vision-enabled and was image-bench's predecessor as arbo's hero-judge; image-judge actually serves 4 roles (vision quality-scoring + identity-scoring + bbox grounding + an uncensored text tier), not just grounding. comfy-dev spot-check: gen faster on every task, grounding within ~3px, uncensoring preserved, and it FIXED a bug (image-judge's reasoning preamble broke json_object + stalled the router). Sequencing = short prod bake then evict (~30 GB GPU1 reclaim); revert = flip `ARBO_VISION_MODEL`. Full record: auto-memory `project_arbo_gen_switch_imagebench_evict`.
|
||||
- `[2026-07-15]` **esh-docker-vm NFS fstab fix = `x-systemd.before=docker.service`** (the prior `After=remote-fs.target` drop-in was silently defeated by `nofail`). Reached only after a REBOOT (D-state phantom containers uptime-kuma + paperless-web that no `docker`/`ctr`/daemon-restart could clear). Committed `21d9a07` + playbook updated. See Tried and abandoned.
|
||||
- `[2026-07-15]` arbo fully switched off image-judge (qwen-image-bench) -> gen; image-bench pending eviction post-bake → `persistent-memory.d/2026-07-15-arbo-fully-switched-off-image-judge-qwen-image.md`
|
||||
|
||||
- `[2026-07-15]` esh-docker-vm NFS fstab fix = `x-systemd.before=docker.service` → `persistent-memory.d/2026-07-15-esh-docker-vm-nfs-fstab-fix-x-systemd.md`
|
||||
|
||||
- `[2026-07-15]` **Homepage AI-tab revamp** — flat "AI Systems" group -> dedicated AI tab, 6 role-based groups + AI-Dormant; committed `569e1af`, pushed. (Also caught + pushed a ~100-commit unpushed eshpfi backlog.)
|
||||
|
||||
- `[2026-07-15]` **Home Assistant config repo created** (`vh/home-assistant-config`, private). UI-managed HA -> allowlist model (YAML + curated secret-free `.storage` subset). git-in-place in `/config` on esh-docker-vm + scoped deploy key + local clone `~/development/home-assistant-config`.
|
||||
|
||||
- `[2026-07-15]` **char-rp-reasoning OOM rescue** — solo-restart on the packed GPU0 crash-looped; fixed via `expandable_segments:True` + util 0.39->0.38 + max-model-len 192K->150K. LESSON (Tried): `max-model-len` does NOT free vLLM VRAM (util-pinned KV pool). ~4.5 GB GPU0 headroom now.
|
||||
|
||||
- `[2026-07-15]` **soong-lab `SOONG_LAB_LIBRARY_DIR` made persistent** (corviduo-dev) — was on the redeploy-wiped code default; set to `/home/infra-ops/soong-lab-data/library` (mirrors PORTRAIT_DIR), restarted. Closed a queued no-rush item; unblocked the operator.
|
||||
|
||||
- `[2026-07-15]` **Statusline overhauled** (`~/.claude/statusline-command.sh`) — git state / 🔔🔕 monitor-armed / project tag / abs tokens / per-session cost (`.cost.total_cost_usd`) / threshold-colored ctx+rate (green<60 / yellow60-90 / red>90).
|
||||
|
||||
- `[2026-07-14]` **NVFP4+MTP fast char-rp-reasoning seat LANDED + LIVE + gateway-repointed + VRAM-tuned.** Modelopt-format re-quant made MTP work. The load-crash root cause = **vLLM 0.24 does NOT propagate modelopt `exclude_modules` to the spec-decode DRAFT model** → the bf16 mtp head gets quantized → shape crash; NO checkpoint config fixes it (`is_layer_skipped` is exact-membership, and the drafter never sees the mtp excludes) → **workaround = a mounted `sitecustomize` that force-skips `mtp.*` in `is_layer_skipped`** (upstream vLLM bug to file). Productionized as compose stack `heretic2-charrp-reasoning` (:8018, workaround baked in). Gateway `char-rp-reasoning` alias fixed: repointed off the stale GGUF served-name `deckard-pkd-27b`, added `enable_thinking:true`, **dropped `min_p`** (MTP-incompatible), canonical samplers temp1.0/top_p0.95/top_k20. Rebalanced GPU0 (gen 0.37→0.30/16-seq/256K + reasoning 0.39/16-seq/192K+MTP + char-rp 128K, 2.7GB free). All 4 gateway roles verified; vLLM reasoning-parser confirmed **leak-free** (unlike the GGUF budget-forcing). Full record + the 4 quant landmines in `docs/runbooks/heretic2-nvfp4-mtp-seat.md`; committed `982c319`. Open (non-blocking): brokkr P00 (seat is live ahead of it), retire the stopped GGUF reasoning seat, file the vLLM bug.
|
||||
- `[2026-07-14]` **NVFP4 quant chase RESOLVED (gibberish) + PIVOTED to modelopt for MTP.** One ~40-min GPU0 window. Root-caused the `!!!!` to the quant NAMESPACE (text-only `AutoModelForCausalLM`→`model.layers.*` keys; vLLM serves only `Qwen3_5ForConditionalGeneration`, which needs `model.language_model.*`) — found from config diffs + vLLM source with ZERO GPU time; fixed by loading as `AutoModelForImageTextToText`. NVFP4 now serves COHERENT (validated greedy). BUT base NVFP4 ≈53 tok/s ≈ GGUF's 59.5 at batch-1 (no single-stream win) AND MTP = 0% acceptance on compressed-tensors (bf16 mtp head only loads on the modelopt format). Operator chose to **pursue a modelopt-format re-quant** (the only path to the 2-4× MTP goal; AEON-proven on this exact Qwen3.6-27B arch). Scoped + de-risked: AEON `/tank/aimodels/qwen36-27b-aeon-nvfp4` = the modelopt reference (quant_method modelopt, 1967 tensors, 15 bf16 mtp keys identical to graft); nvidia-modelopt 0.45.0 installs + `mtq.quantize`/`NVFP4_DEFAULT_CFG`/`export_hf_checkpoint` API confirmed; pipeline unchanged except swap llm-compressor→modelopt. Seats restored; char-rp-reasoning stays GGUF. Full plan in Current state ★ section.
|
||||
- `[2026-07-14]` **Pursue the NVFP4+MTP fast char-rp-reasoning seat to completion** (Vuong-directed via /snapshot: "chase the nvfp4 quant, we know it works, write down the recipe"). Full recipe + diagnostic ladder in Current state / in-flight above. Artifacts on ana-ml2 `/tank/aimodels/heretic2-nvfp4-work/` + scripts committed in eshpfi `services/heretic2-nvfp4-quant/`.
|
||||
- `[2026-07-14]` **char-rp-reasoning seat: Deckard-PKD → NEO-CODE = Heretic2-Thinking (Qwen3.6-27B)** — R36 gate PASSED (tools 0.967, #355 runaway ELIMINATED). #355 was MODEL-level (Deckard emitted qwen3_coder XML malformed → mangled args → retry-runaway), NOT the reasoning-budget bug; NEO-CODE emits it clean. Custom llama.cpp KEPT (qwen3_coder parse — stock b8840 predates it — + PR#25544). Committed f960a73; full record auto-memory [[charrp-custom-llamacpp-pr25544]].
|
||||
- `[2026-07-14]` **soong-lab webhook auto-deploy real root cause = gitea `webhook.ALLOWED_HOST_LIST`** (was `external, 10.100.0.0/16` = NH3-only; blocked corviduo-dev's Anaheim `10.250.x` → gitea refused to deliver, never opened the connection). Fixed to fleet-wide `10.0.0.0/8` (app.ini `[webhook]`) + gitea restart; listener now logs every delivery. The ufw `10/8` open (also this session) was a real-but-secondary gap. Committed 462d528.
|
||||
- `[2026-07-13]` **#355-residual ROOT CAUSE (supersedes the "LiteLLM gateway holds while seat idles" entry below — that was DISPROVEN).** char-rp-reasoning enters a non-terminating REASONING loop (tool-call-retry planning) and runs to `max_tokens=32768` (~22 min @ 24.7 tok/s, ~13% of requests); the seat GENERATES all 32768 tokens (not idle), and `--reasoning-budget 400` is NOT enforced. 3-source-confirmed (spend_logs completion_tokens=32768 ×4; seat eval-time log; pcap 100%-`reasoning_content` deltas). Server-side fix wanted (operator: no max_tokens ceiling) → routed to brokkr (accepted, pulled dvalin). Lesson (again): confirm before concluding — the seat-idle claim came from reading only the ≤73s requests + missing the concurrent 32768-token slots. See ACTIVE 1.
|
||||
- `[2026-07-14]` NVFP4+MTP fast char-rp-reasoning seat LANDED + LIVE + gateway-repointed + VRAM-tuned → `persistent-memory.d/2026-07-14-nvfp4-mtp-fast-char-rp-reasoning-seat-landed.md`
|
||||
|
||||
- `[2026-07-13]` **Deploy-speed real bottleneck ≠ uv sync (memory's assumption was wrong).** Buildx step log: `chown -R /app` = 251s (copy-up of the root-owned venv into a fresh layer), uv sync only 35.6s, registry layer cache already wired. Fix = drop `/app` from the chown (validated safe: zero /app runtime writes on both live instances) + uv cache-mount. Shipped as PR #359 (branch off origin/main@b60), worldtree-dev green-lit. Expected ~5min off (~11→~6min). Runner-side BuildKit cache task (b) was already done → moot.
|
||||
- `[2026-07-14]` NVFP4 quant chase RESOLVED (gibberish) + PIVOTED to modelopt for MTP → `persistent-memory.d/2026-07-14-nvfp4-quant-chase-resolved-gibberish-pivoted-to-modelopt.md`
|
||||
|
||||
- `[2026-07-13]` WT #355 residual 300s hang localized to OUR LiteLLM gateway (holds 2 char-rp-reasoning requests ~21 min while the seat idles), NOT the seat — Deckard seat EXONERATED (completes ≤72s; `--reasoning-budget 400` forecloses a mid-thinking hang). Corrects worldtree-dev's "seat wedging" diagnosis. Decisive next = the FIN-check (pcap on corviuo). See in-flight ACTIVE 1. **[SUPERSEDED 2026-07-13 — see the ROOT CAUSE entry above; the gateway-hold/slot-leak theory was disproven, the seat was generating 32768 tokens.]**
|
||||
- `[2026-07-14]` Pursue the NVFP4+MTP fast char-rp-reasoning seat to completion → `persistent-memory.d/2026-07-14-pursue-the-nvfp4-mtp-fast-char-rp-reasoning.md`
|
||||
|
||||
- `[2026-07-13]` WT #355 turn-lifecycle fix VALIDATED on worldtree b60 — wedged turns self-terminate cancelled/stalled at the 300s stall-watchdog (turns 2064/2065 vs pre-b60 2061's 16-min no-terminal). worldtree-dev filed follow-ons #356 (rehydrate Tier-3 ctx on resume — the recreate-durability gap), #357 (reclaim orphaned active-turn locks), #358 (LLM-provider read-timeout audit); surfacing to Vuong to prioritize.
|
||||
- `[2026-07-14]` char-rp-reasoning seat: Deckard-PKD → NEO-CODE = Heretic2-Thinking (Qwen3.6-27B) → `persistent-memory.d/2026-07-14-char-rp-reasoning-seat-deckard-pkd-neo-code.md`
|
||||
|
||||
- `[2026-07-13]` Worldtree deploy bottleneck = the image build (~11 min of a ~12 min deploy), root cause the Dockerfile `uv sync ... --no-cache` + no BuildKit cache-mount (re-downloads all deps cold every build). Fix split: worldtree-dev Dockerfile cache-mount diff + infra-ops runner-side persistent BuildKit cache. Config-only changes skip the build entirely (pinned recreate).
|
||||
- `[2026-07-14]` soong-lab webhook auto-deploy real root cause = gitea `webhook.ALLOWED_HOST_LIST` → `persistent-memory.d/2026-07-14-soong-lab-webhook-auto-deploy-real-root-cause.md`
|
||||
|
||||
- `[2026-07-13]` Ledger tier-3 consumer `ledger:miranda` provisioned on personal :8081 (key b38932f5, GPG-delivered+shredded, allowlist 10.100.10.50:8770 live); `assistant`+`thoughtful-assistant` capability roles added (gen/gen-reasoning) on personal+demo, canonical d8bd497. Chosen instance = personal (the tier-3-consumer instance, ratatoskr+soong-lab colocated).
|
||||
- `[2026-07-13]` #355-residual ROOT CAUSE (supersedes the "LiteLLM gateway holds while seat idles" entry below — that was DISPROVEN) → `persistent-memory.d/2026-07-13-355-residual-root-cause-supersedes-the-litellm-gateway.md`
|
||||
|
||||
- `[2026-07-10]` **Heimdall grant: ratatoskr `affect.full` on PERSONAL Worldtree (operator-approved, worldtree-dev
|
||||
R34-v1 request).** Added allow-rule `ratatoskr-affect-full-allow` to `/opt/worldtree-personal/config/policies.yaml`
|
||||
(`principal.user_ids:["ratatoskr"]`, action `affect.full`, resource `*`, effect allow), mirroring the #347
|
||||
`session-history-write-ratatoskr` rule exactly + placed right after it. **WHY user_ids-based (not tier):** ratatoskr's
|
||||
personal key is the minimal **readonly-admin** observability tier, which is NOT in the tier-based
|
||||
`affect-render-baseline-allow` (anonymous/user/free/pro/admin) → needs an explicit user_id grant, same as #347.
|
||||
R34-v1 (b46, committed UNPUSHED) gates `affect.emit` `dominant_emotion` egress by exposure ceiling (affect.full|safe
|
||||
→ present; neither → null); this grant keeps ratatoskr's view alive across the b46 deploy. Surgical exact-string
|
||||
insert (preserves comments), backup `policies.yaml.bak-pre-affectfull-20260710`, validated via the CONTAINER's own
|
||||
yaml parser (35 rules, +1, payload confirmed). **NOT restarted — deliberate:** rule is on the bind-mount (shadows
|
||||
baked), INERT until b46 gating ships, so the b46 CI/CD deploy restart activates it (no live-session blip now). Demo
|
||||
untouched (personal-only per key scope). Replied to wt-dev (thread 01KX6DB3…) offering an immediate restart if they
|
||||
want it live for pre-b46 testing. See [[reference_corviduo_dev_emergency_ops]].
|
||||
- `[2026-07-13]` Deploy-speed real bottleneck ≠ uv sync (memory's assumption was wrong) → `persistent-memory.d/2026-07-13-deploy-speed-real-bottleneck-uv-sync-memory-s.md`
|
||||
|
||||
- `[2026-07-10]` **ComfyUI v0.27.1 SUCCESS on irv-ml1 (operator-confirmed execute-now) — landed on torch 2.12.1,
|
||||
SageAttention preserved, crash-loop AVOIDED.** The prior attempt (entry below) crash-looped because a torch
|
||||
2.12.1→2.13 bump broke SageAttention's ABI. This time I checked `git diff v0.24.1 v0.27.1 -- requirements.txt`
|
||||
FIRST and found **core v0.27.1 leaves `torch` UNPINNED** → the version bump does NOT require torch 2.13 (that came
|
||||
only from the mmartial boot-upgrade). So: `git checkout v0.27.1` (clean tree) → `pip install -r requirements.txt`
|
||||
as **uid 1000** with a **torch-pin constraint file** (torch/vision/audio pinned to current +cu129) to block any
|
||||
transitive bump → torch stayed 2.12.1, SageAttention 2.2.0 untouched. Added decord 0.6.0 (fixed SAM3Segment).
|
||||
`docker restart comfyui` → healthy, `/system_stats` comfyui_version=0.27.1, "Using sage attention", HTTP 200, DB
|
||||
migrated 0003→0004. Reported the divergence to comfy-dev (thread 01KX6D3C…, reply pending) + asked whether LTXV 2.3
|
||||
needs a separate torch-2.13 follow-up (their domain; Krea-2's ≥0.25 need is met by 0.27.1). **LESSON: before a
|
||||
mmartial ComfyUI version bump, `git diff <old> <new> -- requirements.txt` — if torch is unpinned, bump the CODE
|
||||
without touching torch (constraint-pin it) and compiled exts (SageAttention) survive. `docker exec` lands as uid
|
||||
1025(comfytoo), not 1000 — use `-u 1000` + the venv python `/comfy/mnt/venv/bin/python`.** See
|
||||
[[reference_irv_ml1_comfyui_mmartial]].
|
||||
- `[2026-07-13]` WT #355 residual 300s hang localized to OUR LiteLLM gateway (holds 2 char-rp-reasoning requests ~21 min while the seat idles), NOT the seat — Deckard seat EXONE → `persistent-memory.d/2026-07-13-wt-355-residual-300s-hang-localized-to-our.md`
|
||||
|
||||
- `[2026-07-10]` **ComfyUI 0.25.x bump on irv-ml1 ATTEMPTED → FAILED → ROLLED BACK (snapshot saved it).** comfy-dev
|
||||
requested (Vuong-authorized) bumping the irv-ml1 `comfyui` stack (mmartial image, `/opt/docker/compose/comfyui/`,
|
||||
0.24.1) to 0.25.x for Krea-2 + LTXV 2.3. **TWO FINDINGS: (1) `DISABLE_UPGRADES=false`/USE_PIPUPGRADE bumps the
|
||||
VENV (torch 2.12.1→2.13.0 + deps) but does NOT advance the ComfyUI CODE checkout** (`/comfy/mnt/ComfyUI` =
|
||||
`/worktank/comfyui/run/ComfyUI` stayed 0.24.1 — pinned/detached git, comfy-dev's domain). **(2) the torch bump
|
||||
broke SageAttention** (2.2.0 `_fused.so` undefined-symbol `c10::impl::cow::materialize_cow_storage` vs torch
|
||||
2.13.0) → `--use-sage-attention` (REQUIRED launch flag in COMFY_CMDLINE_EXTRA) crash-looped ComfyUI. Net: broke
|
||||
the working state, zero 0.25.x payoff. **ROLLBACK WORKED**: pre-bump 16G venv snapshot
|
||||
`/worktank/comfyui/venv-snapshot-comfyui-0.24.1-20260710.tar` restored (torch 2.12.1 + working SageAttention),
|
||||
re-pinned DISABLE_UPGRADES=true, recreated → healthy on 0.24.1, serving :8188. Broken venv parked at
|
||||
`/worktank/comfyui/run/venv.broken-torch213-20260710`. **CORRECTED PATH (sent comfy-dev, thread 01KX655V):**
|
||||
comfy-dev git-advances the ComfyUI checkout to 0.25.x + reqs → I handle the torch bump + SageAttention
|
||||
rebuild-against-2.13.0 + re-pin (snapshot stays as the net). **LESSON: mmartial `DISABLE_UPGRADES` gates ONLY
|
||||
the venv pip-upgrades, NOT the ComfyUI git checkout; a torch bump breaks compiled exts (SageAttention) →
|
||||
rebuild-after is mandatory.** Bump BLOCKED pending comfy-dev's git-advance. Stack: A6000 (NVIDIA_VISIBLE_DEVICES=1),
|
||||
lkraven-owned compose+venv (uid 1000, no sudo needed), COMFY_CMDLINE_EXTRA OOM flags preserved.
|
||||
- `[2026-07-13]` WT #355 turn-lifecycle fix VALIDATED on worldtree b60 — wedged turns self-terminate cancelled/stalled at the 300s stall-watchdog (turns 2064/2065 vs pre-b60 206 → `persistent-memory.d/2026-07-13-wt-355-turn-lifecycle-fix-validated-on-worldtree.md`
|
||||
|
||||
- `[2026-07-10]` **Biweekly open-weight-releases scan cron set up for brokkr-smithy (Vuong-authorized).** Durable
|
||||
systemd **--user** timer on nh3-dev (`brokkr-landscape-scan.timer`, OnCalendar `*-*-01,15 09:00:00`
|
||||
America/Los_Angeles, Persistent=true; linger on) → `.service` → wrapper `~/.local/bin/brokkr-landscape-scan.sh`
|
||||
runs headless `claude -p "$(cat ~/.config/brokkr-landscape-scan/prompt.txt)" --dangerously-skip-permissions` in
|
||||
`~/development/brokkr-smithy` (ALTHING_HANDLE=brokkr-smithy-dev; **explicit PATH** — the --user minimal-PATH
|
||||
footgun; per-run logs `~/.local/state/brokkr-landscape-scan/`). Prompt = brokkr's payload verbatim (LLM/image/TTS
|
||||
new-release sweep → ranked synthesis → commit+push+notify). VALIDATED: git-push non-interactive (BatchMode
|
||||
ls-remote to gitea, passphraseless key — no agent), headless claude auth (READY smoke). VALIDATED END-TO-END 2026-07-10 (manual run, exit 0):
|
||||
web-sweep→synthesis→commit `2ed2f29`→PUSH of scan #2 (open-weight-releases-2026-07-24.md); triaged dwarf input +
|
||||
caught baseline errors, quality strong. **HANDLE-COLLISION caught+FIXED** — the headless scan shared handle
|
||||
brokkr-smithy-dev with the LIVE session + raced its inbox (eitri's dwarf-reply got stolen by the live monitor);
|
||||
registered a dedicated **brokkr-scan-dev** handle (`add-handle`, driver=none) + repointed the wrapper + rewired
|
||||
step-5 notify → `althing-cli post --to brokkr-smithy-dev` (NO vuong althing handle exists — confirmed). model=default
|
||||
+ `--max-turns 80`. First run under the new handle = 7/15. Off-cycle 07-24 doc is a validation artifact (scheduled
|
||||
1st/15th runs date to their own run-date, no collision) — operator naming-convention call pending.
|
||||
**NEXT AUTO-RUN 2026-07-15 09:00 PDT.** Manual validation/first run = `systemctl --user start
|
||||
brokkr-landscape-scan.service`. Open w/ brokkr (thread 01KX63G6): confirm notify-Vuong handle/mechanism + session
|
||||
handle + model/turn-cap. **NEXT brokkr task (operator-sequenced after this): TTS audition env** — Higgs-TTS-3 +
|
||||
ZONOS2 + Chatterbox baseline, TTFA/RTF + blind-A/B web-listen (thread 01KX6371; needs GPU-placement + HF-token
|
||||
feasibility pass first; brokkr delivers the prompt set after the env's up; protocol doc in brokkr-smithy repo).
|
||||
- `[2026-07-13]` Worldtree deploy bottleneck = the image build (~11 min of a ~12 min deploy), root cause the Dockerfile `uv sync → `persistent-memory.d/2026-07-13-worldtree-deploy-bottleneck-the-image-build-11-min.md`
|
||||
|
||||
- `[2026-07-09]` **Two parked items closed: phantom `qwen3.6-35b-a3b` alias VERIFIED already-gone; ana-docker
|
||||
docker log-cap SOLVED no-bounce.** (1) **Phantom**: absent from `/v1/models` + `/model/info` (config+DB
|
||||
registry), zero litellm log refs — the parked "400s in /v1/models" note was STALE (already cleaned in the
|
||||
2026-07-08 gen repoint to `-heretic`); bare token survives only in 2 config COMMENTS (lines 76/80). Nothing to
|
||||
remove. (2) **Log-cap**: running containers were UNCAPPED (182M json-logs, top offender 59M) because
|
||||
daemon.json's `max-size 10m/max-file 3` only applies to containers CREATED AFTER a daemon restart — it never
|
||||
reaches already-running ones. No-bounce fix = `/etc/logrotate.d/docker-containers` (**copytruncate** — dockerd
|
||||
opens json-logs `O_APPEND` so truncate-in-place resets cleanly, no sparse-file corruption; `size 10M`,
|
||||
`rotate 3`, `compress`, `su root root`), auto-picked-up by the daily `logrotate.timer`. Force-ran + gzipped the
|
||||
frozen `.1` archives → **182M → ~55M** (44M active + 11M gz), every container kept its multi-week uptime
|
||||
(zero bounce, verified). **LATENT FOOTGUN FLAGGED (not yet fixed, operator's call): daemon.json declares
|
||||
`live-restore:true` but the RUNNING daemon has it FALSE** (daemon.json was edited after the last daemon start,
|
||||
never reloaded) → the NEXT `systemctl restart docker` / crash / pkg-upgrade **bounces ALL ana-docker containers
|
||||
once**. Fix WITHOUT a bounce = `systemctl reload docker` (SIGHUP loads live-restore into the running daemon;
|
||||
log-opts are NOT SIGHUP-reloadable, which is why logrotate — not the daemon cap — is the enforcer for running
|
||||
containers).
|
||||
- `[2026-07-13]` Ledger tier-3 consumer `ledger:miranda` provisioned on personal :8081 (key b38932f5, GPG-delivered+shredded, allowlist 10.100.10.50:8770 live); → `persistent-memory.d/2026-07-13-ledger-tier-3-consumer-ledger-miranda-provisioned-on.md`
|
||||
|
||||
- `[2026-07-09]` **granite→gen `memory_extractor` bind host-synced on demo+personal Worldtree (Vuong-directed,
|
||||
#335 Slice-4).** Changed `model_roles.yaml` memory_extractor `binds.catalog_id` `summarizer`→`gen` (overrides
|
||||
intact: thinking:false/temp0/8192) on BOTH `/opt/worldtree{,-personal}/config`; `memory_distiller` left on
|
||||
`summarizer` (range-scoped sed `/memory_extractor:/,/memory_distiller:/` — the naive global replace would've hit
|
||||
both); backups `*.bak-preqgen-20260709`; validated via each container's OWN yaml parser. **DEMO LIVE on gen**
|
||||
(b43 `d501e516732d` auto-deployed mid-edit + its restart RACED my edit by ~2min → I restarted
|
||||
`worldtree-worldtree-api-1` to activate; healthy, live process resolves memory_extractor=gen). **PERSONAL
|
||||
NOW LIVE on gen too** — Vuong authorized the restart (via wt-dev); restarted `worldtree-personal-worldtree-api-1`
|
||||
after a PRE-FLIGHT that ran the app's OWN `load_model_roles()` (`core/llm/roles.py:121`) against the synced config
|
||||
INSIDE the running `c9986cd` container: `gen` in catalog, all 9 roles resolve, no `DanglingBindingError` → proven
|
||||
safe on the OLDER image BEFORE touching it (model_roles-delta-alone clean; no full-config-set sync needed).
|
||||
StartedAt 20:50:55Z, healthy, resolves gen. **BOTH instances live on gen.** **LESSON:
|
||||
the bind-mount `/opt/worldtree*/config` SHADOWS the baked `/app/config-defaults/` → the deploy alone never
|
||||
updates the ACTIVE config; the host edit is required AND a restart activates it (role registry cached at boot) —
|
||||
pre-stage BEFORE the deploy's restart or you race it.** FOLLOW-UPS (non-blocking): (a) `memory.extractor.user_pass`
|
||||
parity block → self-serve from the b43 baked `defaults.yaml` (pydantic-default no-op); (b) stale `gen` provider
|
||||
description (Mistral-Small-4 → qwen3.6-35b-a3b-heretic) → wt-dev owns the REPO-side `providers.yaml` fix
|
||||
(operator's call — NOT purely cosmetic: the gen/dialogue + classifier entries carry Mistral-Small-4 SAMPLING
|
||||
defaults that drive mask/lofn/forseti/mimir dialogue, so wt-dev re-validates for qwen), host cosmetic sync pairs
|
||||
when it deploys. Gave wt-dev the VERIFIED canonical 4-alias set (backends+samplers read from the LIVE gateway
|
||||
config, not the doc); corrected `docs/pfi/model-sampler-defaults.md` seat 4 (had lagged QwQ-RpR-v4 → Deckard-PKD;
|
||||
live gateway was always Deckard). Operator SCOPED IN the character-RP re-point (2026-07-09):
|
||||
character→char-rp / thoughtful-character→char-rp-reasoning (character-rp per wt-dev's role semantics), moving
|
||||
character RP off the GENERAL qwen onto the dedicated Magidonia/Deckard seats. Relayed to wt-dev w/ the mapping
|
||||
principle + a SAMPLER-OVERRIDE warning (DROP character-rp's old temp0.75/top_p0.85 overrides — carried onto the
|
||||
dedicated seats they'd clobber the canonical RP tuning DOWNWARD) + ratatoskr-reach note (role call is transparent
|
||||
but Magidonia/Deckard quality/latency differs from gen). DONE 2026-07-09: wt-dev committed 5d4fa4a (v1.0.0b44,
|
||||
UNPUSHED — operator drives push); operator directed host-ahead-of-push, so I sourced BOTH config files directly
|
||||
from that unpushed commit (local `~/development/Worldtree` checkout — capital W; `git show 5d4fa4a:config/…`) +
|
||||
mirrored VERBATIM to `/opt/worldtree{,-personal}/config` on demo+personal, paired-pre-flighted via the app's
|
||||
`load_model_roles()` (no DanglingBinding), restarted both → LIVE: character→char-rp, thoughtful-character +
|
||||
character-rp→char-rp-reasoning, memory_extractor→gen preserved. Backups `*.bak-prerp-20260709`. context_window
|
||||
VERIFIED (llama.cpp /props + char-rp-gguf `.env`): char-rp **131072**, char-rp-reasoning **262144** (gave wt-dev
|
||||
to patch the repo from its interim 32768). **HOST AHEAD of repo-remote until the operator pushes 5d4fa4a** (baked
|
||||
config converges with the bind-mount on push+deploy). GOTCHA: demo≠personal — PERSONAL was already partly
|
||||
re-pointed (2026-07-06 AEON-era character→char-rp) so its delta was mostly stale-AEON-descriptions→Magidonia/Deckard
|
||||
+ character-rp + stripping personal's char-rp `default_params` temp0.7/top_p0.8 that CLOBBERED the gateway RP tuning
|
||||
downward; DEMO had no char-rp catalog entries at all (b44 adds them). Diffed each instance vs b44 before applying
|
||||
(both deltas = expected changeset only, nothing instance-specific clobbered). wt-dev PATCHED the context_window in **b45/3384a37**
|
||||
(char-rp 131072, char-rp-reasoning 262144). BUMPED HOST-AHEAD on both instances (operator-directed 2026-07-09):
|
||||
mirrored b45's providers.yaml → `/opt/worldtree{,-personal}/config`, restarted, verified LIVE (char-rp ctx
|
||||
131072, char-rp-reasoning 262144, bindings intact); backups `.bak-b44interim-20260709`. HOST now = **b45
|
||||
canonical** (providers.yaml) + b44 (model_roles unchanged b44→b45). STILL PENDING: (1) operator's batched push
|
||||
of **b44+b45** (`5d4fa4a`+`3384a37`) to converge the repo-remote — host is ahead, no fork; (2) user_pass parity
|
||||
block (defaults.yaml — NOT in either, separate). Threads `01KX3SGH`/`01KX48QP` (worldtree-dev),
|
||||
monitor armed. See [[reference_corviduo_dev_emergency_ops]].
|
||||
- `[2026-07-10]` Heimdall grant: ratatoskr `affect.full` on PERSONAL Worldtree (operator-approved, worldtree-dev R34-v1 request) → `persistent-memory.d/2026-07-10-heimdall-grant-ratatoskr-affect-full-on-personal-worldtree.md`
|
||||
|
||||
- `[2026-07-09]` **mOrpheus TTS off-the-shelf voice pipeline SHIPPED end-to-end (irv-ml1) + wired into
|
||||
gateway-chat.** Full arc (commits): gen served-name honesty rename aeon→qwen3.6-35b-a3b-heretic (99a4a17,
|
||||
vLLM served-name + litellm refs, so /v1/models + spend-logs name the real model); permanent 2-container stack
|
||||
(01eedd8); gateway-chat auto-voice quoted dialogue (c948013); streaming decode TTFA 4.5s→0.8s (da76829);
|
||||
max_tokens 1200→2400→3500 with a context-clamp (f363fe6, 0655a37 — long lines were clipping at 14.6s, and
|
||||
`repetition_penalty` 1.1 is LOAD-BEARING: at 1.0 the model never stops); AudioContext resume-on-gesture
|
||||
no-sound fix (033f368); pre-chunk by QUOTED SECTION not sentence for prosody (a1f3023→f295cc1); staged clone
|
||||
voices baddy/beatrice/whisper (0655a37 + runtime .wav/.txt in the voices dir); agent voicing prompt (a573514).
|
||||
**Load-bearing config, all encoded in stacks/mOrpheus/: bf16 not FP8, image v0.23.0 not latest, GPU=3090 not
|
||||
A6000, rep_penalty 1.1.** Serving-viability confirmed: vLLM concurrency near-linear to 8× (707 tok/s).
|
||||
- `[2026-07-10]` ComfyUI v0.27.1 SUCCESS on irv-ml1 (operator-confirmed execute-now) — landed on torch 2.12.1, SageAttention preserved, crash-loop AVOIDED → `persistent-memory.d/2026-07-10-comfyui-v0-27-1-success-on-irv-ml1.md`
|
||||
|
||||
- `[2026-07-09]` **granite→gen memory_extractor bind GREEN-lit for worldtree-dev (Worldtree #335 Slice 4).**
|
||||
Answered their VRAM/concurrency headroom check: gen (qwen 35B-A3B heretic) has ample headroom for ~2 bursty
|
||||
idle-triggered extractor calls (fixed 0.37 util; KV pool runs 0-2%; --max-num-seqs 16, near-linear batching).
|
||||
Corrected their stale "gen = Mistral Small 4 / 119B-6B" belief (gen IS the qwen 35B-A3B heretic since 2026-07-08).
|
||||
**This bind is INDEPENDENT of the full granite RETIRE** (reclaim ~32GB on ana-ml2 GPU1) — that stays the
|
||||
operator's call, pending brokkr R33 portfolio + production-concurrency due-diligence. Tracked: althing thread
|
||||
01KX3SGH… (worldtree-dev) + brokkr's gen-absorbs-granite consult (thread 01KX2V32…) + [[reference_litellm_gateway]].
|
||||
- `[2026-07-10]` ComfyUI 0.25.x bump on irv-ml1 ATTEMPTED → FAILED → ROLLED BACK (snapshot saved it) → `persistent-memory.d/2026-07-10-comfyui-0-25-x-bump-on-irv-ml1.md`
|
||||
|
||||
- `[2026-07-08]` **RP-SEAT CAMPAIGN CLOSED — char-rp = Magidonia-24B-v4.3 (128K), char-rp-reasoning = Deckard-PKD
|
||||
Qwen3.5-27B (256K); both GGUF/llama.cpp on ana-ml2 GPU0 alongside gen (35B-A3B, util 0.37), ~4G GPU0 margin.**
|
||||
Arc: (1) replaced broken Angel NVFP4 with Magidonia prose + QwQ-RpR-v4 reasoning (b268f93); (2) max-context via q8_0
|
||||
KV (f570604); (3) canonical samplers for all 4 gateway seats, dvalin-derived + char-rp A/B-tuned (aac4bcf);
|
||||
(4) rebalanced gen 0.40→0.37 to fund char-rp 128K (f49c4e4); (5) RE-A/B'd the reasoning seat (operator wanted a
|
||||
DRY-tolerant model): **Deckard WON** on brokkr's frozen scorer (composite 2.176, 0/30 loops, 0/30 refusals) over
|
||||
RpR-v4 (3.716, 1/30 loop), Pantheon-Reasoning (1.383 but 7/30 refusals), Snowdrop+Gembrain (llama.cpp
|
||||
template-incompat) — deployed (5f79b40); (6) Deckard→256K (41305bf); (7) dvalin CONFIRMED Deckard samplers = the
|
||||
live A/B set is canonical (4954ca0). **GATE LESSON: a llama.cpp reasoning seat needs a STOCK template that natively
|
||||
opens `<think>`/`enable_thinking` (Qwen3.x/QwQ pass; ChatML + Gemma-4 fail) — no monkeypatching. INFRA: llama-swap
|
||||
b8840 can't load Qwen3.6/Gemma-4 archs → `ghcr.io/ggml-org/llama.cpp:server-cuda` (pulled on ana-ml2).**
|
||||
- `[2026-07-10]` Biweekly open-weight-releases scan cron set up for brokkr-smithy (Vuong-authorized) → `persistent-memory.d/2026-07-10-biweekly-open-weight-releases-scan-cron-set-up.md`
|
||||
|
||||
- `[2026-07-08]` **worldtree Mimir deploy-blocker resolved (mid-session):** synced `persona.envelopes.assistant` +
|
||||
`envelope_grants:[]` verbatim from the baked canonical into BOTH corviduo-dev instances (demo+personal),
|
||||
YAML-validated via each container's own parser; worldtree-dev cleared to push the Mimir-bound image. (Was my
|
||||
parked R32 1C envelope-mirror come due — see [[reference_corviduo_dev_emergency_ops]] config-sync recipe.)
|
||||
- `[2026-07-09]` Two parked items closed: phantom `qwen3.6-35b-a3b` alias VERIFIED already-gone; ana-docker docker log-cap SOLVED no-bounce → `persistent-memory.d/2026-07-09-two-parked-items-closed-phantom-qwen3-6-35b.md`
|
||||
|
||||
- `[2026-07-08]` **OFF-THE-SHELF INFERENCE PIVOT executed — serve curated abliterated models, stop home-training.**
|
||||
Final topology: **gen = `llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-NVFP4-Experts-Only`** (LIVE, modelopt, vision,
|
||||
util 0.40), **char-rp = an RP unicorn to be found on fresh context** (see Current state). Intermediate steps
|
||||
ABANDONED: Pantheon-Reasoning-27B (served briefly as gen — refuses dark fiction via DeepSeek-distilled
|
||||
refusal-reasoning, see Tried); Pantheon-27B-with-MTP for RP (bf16 MTP won't load on the compressed-tensors path);
|
||||
Angel MS3.2-24B (my NVFP4 quant = garbage). Prefer EXISTING community NVFP4/GGUF quants over self-quanting
|
||||
("don't quant unless you have to" — operator). GGUF serving is now on the table for RP (NEVER Ollama). Gateway
|
||||
sampling-defaults wiring still PENDING.
|
||||
- `[2026-07-09]` granite→gen `memory_extractor` bind host-synced on demo+personal Worldtree (Vuong-directed, #335 Slice-4) → `persistent-memory.d/2026-07-09-granite-gen-memory-extractor-bind-host-synced-on.md`
|
||||
|
||||
- `[2026-07-08]` **DPO was silently running 3 epochs (harness gap) → KILLED at epoch 1.2, retargeted to 0.3
|
||||
epochs (operator call).** Root cause: `DpoConfig` had NO `epochs` field + `_dpo_config_kwargs` didn't pass
|
||||
`num_train_epochs` → DPO fell through to trl DPOConfig's default 3.0 (SFT correctly pins 1 via SftConfig.epochs
|
||||
+ _sft_config_kwargs). Objective SATURATED by ~epoch 0.27 (loss~0, grad~0, acc 1.0, margins~27 flat — the
|
||||
off-policy qwopus rejected pairs are trivially separable), so epochs ~0.3→3 were pure over-optimization + a
|
||||
~6.5h outage. No mid-run checkpoint (save_steps 500 > total steps; save only at end) → killing lost the run.
|
||||
FIX (3 edits to deployed harness, mtf-dev to canonicalize): `DpoConfig.epochs: float = 1` (mirrors SftConfig,
|
||||
float for fractions); `_dpo_config_kwargs` now passes `"num_train_epochs": cfg.epochs`; recipe `dpo.epochs: 0.3`.
|
||||
GPU-free verified (dpo.epochs=0.3 → num_train_epochs=0.3). Relaunched at 0.3 epoch (~30min precompute + ~12min
|
||||
train = ~45min). **DONE + SANITY-CHECKED (exit 0, ~70min wall: ~30min fixed precompute + 45 steps @ ~51s/step;
|
||||
train_loss 1.4e-5 @ epoch 0.301).** Fresh `data/spike/dpo_adapter/adapter_model.safetensors` (123MB) + checkpoint-45
|
||||
banked. **3-way greedy sanity (base vs SFT vs DPO, via peft load + disable_adapter/set_adapter on GPU0):
|
||||
ALL THREE DISTINCT** (base≠sft≠dpo) → full SFT→DPO pipeline applies end-to-end at inference. **DPO 0.3ep is
|
||||
COHERENT, fluent, NOT degenerate** (early-stop avoided over-optimization) but the quality delta on a neutral
|
||||
literary prompt is SUBTLE (DPO shares SFT's structure — it continues from it — with minor stylistic drift,
|
||||
arguably slightly MORE genre-clichéd). Verdict: mechanics proven, quality gain modest as predicted for 0.3ep
|
||||
on off-policy pairs; the real unlock remains on-policy rejected regen + on-domain (explicit E-RP) eval +
|
||||
the LitBench/holdout run. gen+rp RESTORED healthy. Next: serve fork (SGLang-finish vs merge) on the DPO
|
||||
adapter — same rekey_lora_for_vllm.py (zero-z) applies unchanged (mtf-dev confirmed).
|
||||
- `[2026-07-09]` mOrpheus TTS off-the-shelf voice pipeline SHIPPED end-to-end (irv-ml1) + wired into gateway-chat → `persistent-memory.d/2026-07-09-morpheus-tts-off-the-shelf-voice-pipeline-shipped.md`
|
||||
|
||||
- `[2026-07-08]` **T1 DPO leg is RUNNING (unblocked) — 2 fixes applied to deployed backend.py.**
|
||||
Blocker resolved: (1) **mtf-dev's v0.0.42 stub** `_stub_missing_optional_integrations` (last-resort sys.meta_path
|
||||
finder → missing mergekit/llm_blender/weave resolve to MagicMock, never called → zero numerics risk; applied
|
||||
VERBATIM to deployed `src/model_training_forge/train/backend.py` after `_unsloth_available()` + call-site before
|
||||
`from trl import DPOTrainer`); (2) **my cosmetic `warnings_issued` shim** (trl-0.24 DPOTrainer.__init__:405 does
|
||||
`model.warnings_issued["estimate_tokens"]=True` for warning-suppression; custom Qwen3_5 class under transformers
|
||||
5.5.0 lacks the attr → `if not hasattr(model,"warnings_issued"): model.warnings_issued={}` before the
|
||||
DPOTrainer(...).train() at backend.py:305 — cosmetic, zero training impact). Both edits are on the DEPLOYED
|
||||
un-git'd copy only → **mtf-dev must canonicalize the warnings_issued shim into their repo** (told them). DPO
|
||||
confirmed training: model loaded (851 shards), full 1196 pairs processed, in precompute_ref_log_probs (GPU0 93%
|
||||
util, 54.8GB). Completion watcher armed (bg task) → restore gen+rp + verify dpo_adapter + ping mtf-dev on exit.
|
||||
gen+rp STOPPED for the run (authorized window). Output → data/spike/dpo_adapter.
|
||||
- `[2026-07-09]` granite→gen memory_extractor bind GREEN-lit for worldtree-dev (Worldtree #335 Slice 4) → `persistent-memory.d/2026-07-09-granite-gen-memory-extractor-bind-green-lit-for.md`
|
||||
|
||||
- `[2026-07-08]` **T1 DPO leg launch — prior BLOCK (now resolved above), kept for the launch recipe.**
|
||||
Operator authorized the full DPO stage (via mtf-dev) + went AFK 2h. **PROVEN LAUNCH RECIPE** (replicates the
|
||||
SFT container `aeon-t1-sft` exactly, only `--stage sft`→`dpo`): `sudo docker run -d --name aeon-t1-dpo
|
||||
--entrypoint python3 --gpus all -e CUDA_VISIBLE_DEVICES=0 -e MTF_FORCE_TRL=1 -e PYTHONPATH=/mtf/src
|
||||
-e PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True -v /home/lkraven/model-training-forge:/mtf -v /tank:/tank
|
||||
-w /mtf aeon-trainer:latest -u scripts/train.py --recipe recipes/training/qwen-3.5-122b-erp-lora/train.aeon-27b.yaml
|
||||
--stage dpo`. **CRITICAL: `--entrypoint python3` is REQUIRED** — aeon-trainer's default entrypoint is
|
||||
`["vllm","serve"]` (FROM vllm/vllm-openai) → without the override it runs vllm + hits a torch-ABI crash.
|
||||
Dataset verified (pairs_dataset=train.flat.json=1196 pairs). **THE BLOCK:** `from trl import DPOTrainer`
|
||||
(backend.py:256) eagerly pulls TRL 0.24.0's WHOLE optional-integration set — cascade: mergekit(missing)→
|
||||
immutables→**mergekit-0.1.4↔pydantic-2.13 HARD incompat** (needs pydantic==2.10.6)→llm_blender→dataclasses_json→
|
||||
**llm_blender-0.0.2↔transformers-5.5.0 HARD incompat** (TRANSFORMERS_CACHE removed, needs source patch)→weave→
|
||||
(more). NONE used by our pair-based DPO. `pip install mergekit` w/deps is UNSAFE (downgrades accelerate
|
||||
1.14→1.6). Safe partial recipe derived (core libs held: torch2.10/tf5.5.0/trl0.24.0/peft0.19.1/accel1.14.0)
|
||||
but non-convergent → TRULY BLOCKING per operator's carve-out. Did NOT force-hack the proven training image.
|
||||
Handed full diagnosis + recommended fix (lazy-import TRL patch, opt b) to mtf-dev (thread 01KWZG8GJX,
|
||||
expects-reply, monitor armed). gen+rp RESTORED healthy. Relaunch = 1 min once mtf-dev delivers a working image.
|
||||
- `[2026-07-08]` RP-SEAT CAMPAIGN CLOSED — char-rp = Magidonia-24B-v4.3 (128K), char-rp-reasoning = Deckard-PKD Qwen3.5-27B (256K); both GGUF/llama.cpp on ana-ml2 GPU0 alongside gen (3… → `persistent-memory.d/2026-07-08-rp-seat-campaign-closed-char-rp-magidonia-24b.md`
|
||||
|
||||
- `[2026-07-08]` worldtree Mimir deploy-blocker resolved (mid-session): → `persistent-memory.d/2026-07-08-worldtree-mimir-deploy-blocker-resolved-mid-session.md`
|
||||
|
||||
- `[2026-07-08]` OFF-THE-SHELF INFERENCE PIVOT executed — serve curated abliterated models, stop home-training → `persistent-memory.d/2026-07-08-off-the-shelf-inference-pivot-executed-serve-curated.md`
|
||||
|
||||
- `[2026-07-08]` DPO was silently running 3 epochs (harness gap) → KILLED at epoch 1.2, retargeted to 0.3 epochs (operator call) → `persistent-memory.d/2026-07-08-dpo-was-silently-running-3-epochs-harness-gap.md`
|
||||
|
||||
- `[2026-07-08]` T1 DPO leg is RUNNING (unblocked) — 2 fixes applied to deployed backend.py → `persistent-memory.d/2026-07-08-t1-dpo-leg-is-running-unblocked-2-fixes.md`
|
||||
|
||||
- `[2026-07-08]` T1 DPO leg launch — prior BLOCK (now resolved above), kept for the launch recipe → `persistent-memory.d/2026-07-08-t1-dpo-leg-launch-prior-block-now-resolved.md`
|
||||
|
||||
_142 older entries archived to archival-memory.md._
|
||||
|
||||
## Tried and abandoned
|
||||
|
||||
- `[2026-07-15]` **`docker.service After=remote-fs.target` does NOT wait for `nofail` NFS mounts** — `nofail` drops a mount out of remote-fs.target's blocking set, so the drop-in ordering is silently defeated (paperless still Exited(255) on reboot). Real fix = DIRECT mount->docker ordering via the fstab `x-systemd.before=docker.service` option (verify `systemctl show docker -p After` lists the mnt-*.mount units). esh-docker-vm.
|
||||
- `[2026-07-15]` **The esh-docker-vm D-state/phantom-container wedge is only cleared by a host REBOOT** — reconfirmed: `docker stop/rm -f`, `ctr -n moby task delete`, AND `systemctl restart docker` all fail to clear it; `docker exec` into a wedged container ALSO fails (`setns ... exit status 1`), so the in-place restart escape hatch is out. Worse, a daemon restart can HALF-KILL other healthy containers (knocked paperless's granian down + left it wedged). Process dead but dockerd won't reap -> phantom. NFS mounts are `_netdev,nofail` so the reboot is boot-safe.
|
||||
- `[2026-07-15]` **vLLM `max-model-len` does NOT free GPU VRAM** — the KV cache POOL is sized by `gpu-memory-utilization`, not max-model-len. Lowering max-model-len only caps per-request context + drops max concurrency; the pool still fills the util budget. To actually free VRAM, lower `gpu-memory-utilization`. (Bit the char-rp-reasoning "drop KV to 150K" ask: the 150K applied but freed 0 VRAM until util dropped 0.39->0.38.)
|
||||
- `[2026-07-15]` **Claude Code statusline `.cost.total_cost_usd` is per-SESSION** (Claude Code's own cache/model-aware session accounting), not a lifetime aggregate — the large value just reflects a long, multiple-times-summarized session. And the old statusline hardcoded Sonnet pricing ($3/$15) on an Opus session -> ~5x cost understatement.
|
||||
- `[2026-07-15]` `docker.service After=remote-fs.target` does NOT wait for `nofail` NFS mounts → `persistent-memory.d/2026-07-15-docker-service-after-remote-fs-target-does-not.md`
|
||||
|
||||
- `[2026-07-15]` The esh-docker-vm D-state/phantom-container wedge is only cleared by a host REBOOT → `persistent-memory.d/2026-07-15-the-esh-docker-vm-d-state-phantom-container.md`
|
||||
|
||||
- `[2026-07-15]` vLLM `max-model-len` does NOT free GPU VRAM → `persistent-memory.d/2026-07-15-vllm-max-model-len-does-not-free-gpu.md`
|
||||
|
||||
- `[2026-07-15]` Claude Code statusline `.cost.total_cost_usd` is per-SESSION → `persistent-memory.d/2026-07-15-claude-code-statusline-cost-total-cost-usd-is.md`
|
||||
|
||||
- `[2026-07-14]` MTP-on-modelopt: NO checkpoint config skips the spec-decode drafter's quant (vLLM 0.24 bug) — 4 config attempts failed before the runtime workaround → `persistent-memory.d/2026-07-14-mtp-on-modelopt-no-checkpoint-config-skips-the.md`
|
||||
|
||||
- `[2026-07-14]` AEON's "working NVFP4+MTP RP seat" was pantheon on compressed-tensors (0% MTP accept), not a modelopt MTP proof → `persistent-memory.d/2026-07-14-aeon-s-working-nvfp4-mtp-rp-seat-was.md`
|
||||
|
||||
- `[2026-07-14]` NVFP4 (llm-compressor / compressed-tensors) gives NO batch-1 speedup over GGUF for the Qwen3.5 GDN-hybrid, and its MTP is 0%-accept → `persistent-memory.d/2026-07-14-nvfp4-llm-compressor-compressed-tensors-gives-no-batch.md`
|
||||
|
||||
- `[2026-07-14]` NVFP4 spike: built the full MTP serve scaffolding BEFORE validating a plain NVFP4 serve was coherent → `persistent-memory.d/2026-07-14-nvfp4-spike-built-the-full-mtp-serve-scaffolding.md`
|
||||
|
||||
- `[2026-07-14]` MTP graft via top-level `mtp.*` tensor names does NOT survive `AutoModelForCausalLM.from_pretrained` → `persistent-memory.d/2026-07-14-mtp-graft-via-top-level-mtp-tensor-names.md`
|
||||
|
||||
- `[2026-07-14]` gitea "test-delivery 204" is NOT proof a webhook works → `persistent-memory.d/2026-07-14-gitea-test-delivery-204-is-not-proof-a.md`
|
||||
|
||||
- `[2026-07-13]` Relaying a peer's diagnosis as fact without confirming it against raw data → `persistent-memory.d/2026-07-13-relaying-a-peer-s-diagnosis-as-fact-without.md`
|
||||
|
||||
- `[2026-07-14]` **MTP-on-modelopt: NO checkpoint config skips the spec-decode drafter's quant (vLLM 0.24 bug) — 4 config attempts failed before the runtime workaround.** All crashed the same way (`qwen3_5_mtp.py:256` `param_data.shape == loaded_weight.shape` AssertionError — bf16 mtp head loaded into a quantized drafter param): (1) mtp excludes in `config.json` (WRONG file — vLLM modelopt reads `hf_quant_config.json`); (2) specific-unfused mtp names in hf_quant_config; (3) wildcards `mtp*`/`mtp.layers.0*` (`is_layer_skipped` is EXACT-membership, NOT glob — wildcards match nothing); (4) exact fused+unfused names in both `mtp.`/`model.` prefixes. Instrumenting `is_layer_skipped` proved the drafter's exclude list holds ONLY the main model's `linear_attn` entries — the mtp excludes never reach the draft-model quant config. ONLY fix = a mounted `sitecustomize` force-skipping `mtp.*`. LESSON: don't chase checkpoint-config fixes for the mtp-drafter crash; go straight to the runtime patch. Also `nvidia-modelopt[hf]==0.43` (AEON's producer version) is a trap — it pins transformers back to 4.57 which can't load `qwen3_5` at all; use 0.45 + the FusedMoE guard in `quant_modelopt.py`.
|
||||
- `[2026-07-14]` **AEON's "working NVFP4+MTP RP seat" was pantheon on compressed-tensors (0% MTP accept), not a modelopt MTP proof.** `vllm-aeon-rp`'s .env → `AEON_RP_MODEL=pantheon-27b-mtp-nvfp4`, `AEON_RP_QUANT=compressed-tensors` — it LOADED (mtp silently skipped, `exited 0`) but never accelerated. Same vLLM image (`:latest` = `sha256:4091d55` = 0.24.0) as the failed Heretic2 test, so the "AEON ran on an older vLLM" theory was wrong. Don't treat a seat that "ran" as MTP-validated without checking its `SpecDecoding` acceptance.
|
||||
- `[2026-07-14]` **NVFP4 (llm-compressor / compressed-tensors) gives NO batch-1 speedup over GGUF for the Qwen3.5 GDN-hybrid, and its MTP is 0%-accept.** Measured base NVFP4 no-MTP ≈53 tok/s decode vs the GGUF NEO-CODE seat ~59.5 (llama.cpp wins single-stream; NVFP4's edge is concurrency, and this hybrid is bandwidth-bound at batch-1 with the BF16 linear_attn/GDN layers dominating). MTP spec-decode = 0% acceptance (vLLM's `Qwen3_5MTP` drafter won't load the bf16 mtp weights off a compressed-tensors main model → `Parameter … not found in params_dict`, `Avg Draft acceptance rate: 0.0%`). Pantheon is identical — its "working NVFP4+MTP" was working *structure*, never real acceleration. Working native MTP needs the **modelopt** main-model format (AEON, ~3.3/3 accept). LESSON: don't expect a faster single-stream seat from an llm-compressor NVFP4 quant of this arch; the MTP multiplier is the whole point and it requires modelopt.
|
||||
- `[2026-07-14]` **NVFP4 spike: built the full MTP serve scaffolding BEFORE validating a plain NVFP4 serve was coherent.** Chased 6 sequential serve-config fixes (entrypoint doubled `serve`, arch `ForCausalLM`→`ConditionalGeneration`, `--language-model-only`, mamba-cache/`max-num-seqs`) across a **2.5hr GPU window** (quoted 30-60 min) — only to find the served model gibbers (`!!!!`). LESSON: smoke a PLAIN `/v1/completions` coherence check on the SIMPLEST config (native arch, no MTP, no splice) FIRST — validate the tracer bullet before building spec-decode scaffolding. Also cost an unnecessary re-quant (the `re:mtp.*` ignore fix that turned out moot). Diagnostic ladder in Current state.
|
||||
- `[2026-07-14]` **MTP graft via top-level `mtp.*` tensor names does NOT survive `AutoModelForCausalLM.from_pretrained`** — the `Qwen3_5ForCausalLM` class doesn't expose an mtp module, so the mtp keys are DROPPED at load (quant output = 0 mtp). Fix = SPLICE the BF16 mtp tensors into the quant output post-hoc (how pantheon was built); don't rely on the graft surviving the model round-trip.
|
||||
- `[2026-07-14]` **gitea "test-delivery 204" is NOT proof a webhook works** (204 = gitea *queuing*, not the listener receiving) — and a proxy test signing with the listener's OWN secret proves the listener, not gitea's real delivery. Both red herrings cost a round of the soong-lab webhook diagnosis. Diagnose from BOTH ends: sender (`docker logs gitea | grep webhook` → the `deny '<ip>'` line) AND an instrumented receiver.
|
||||
- `[2026-07-13]` Relaying a peer's diagnosis as fact without confirming it against raw data. worldtree-dev diagnosed the WT #355 residual as "our llama.cpp seat wedging," which I echoed in a wrap-up; the operator challenged it and the seat logs DISPROVED it (seat completes ≤72s, idle at the wedge onset — the hang is the LiteLLM gateway). Lesson: CONFIRM peer diagnoses (esp. cross-domain ones) before acting/relaying — same discipline that caught the earlier char-rp-reasoning red-herring via a live `registry.resolve` reproduction.
|
||||
- `[2026-07-13]` `althing-cli reply <THREAD_id>` (thread id, not a MESSAGE id) → "unknown message_id"; and `reply` to your OWN message self-addresses to your handle ("replying to your own message"). Reply to a PEER's message id, or use `post --to <peer>`. Bit me several times this session.
|
||||
|
||||
- `[2026-07-09]` **FP8 breaks mOrpheus audio-token generation.** `--quantization fp8` on the 3B → 0 valid SNAC
|
||||
frames even at GREEDY (degenerate audio+text mix, no start-of-speech); bf16 is clean (28/28 frames). Quant-breaks-
|
||||
TTS, same class as the Angel-NVFP4 lesson below. bf16 is REQUIRED (so the operator's "util 0.1" wish is moot — the
|
||||
bf16 weights alone are 6.6GB). NB the raw-token benchmark RTF 0.50 was fp8+graphs = never real.
|
||||
- `[2026-07-09]` FP8 breaks mOrpheus audio-token generation → `persistent-memory.d/2026-07-09-fp8-breaks-morpheus-audio-token-generation.md`
|
||||
|
||||
- `[2026-07-09]` **`vllm/vllm-openai:latest` crashes on Ampere IMPORT** — Blackwell-only kernels (oink/aiter,
|
||||
`has_device_capability(100)`) die during import on the 3090/A6000. Pin **v0.23.0** on irv-ml1's Ampere GPUs.
|
||||
(`vllm/vllm-omni:v0.18.0` has a different entrypoint — don't use it either.)
|
||||
|
||||
- `[2026-07-09]` **Per-frame CPU SNAC decode is too slow for streaming** — per-call overhead × ~60 frames serialized
|
||||
→ RTF 2.2 (WORSE than whole-clip's 1.0). Fix = **windowed chunk decode** (every 6 frames decode a [2 ctx | 6 | 2 ctx]
|
||||
window, emit the middle 6 → seamless, O(1)/frame, RTF ~0.97, TTFA ~0.8s).
|
||||
- `[2026-07-09]` **Sentence-chunking TTS loses prosody** — generating each sentence cold flattens the intonation that
|
||||
spans a line. Chunk by QUOTED SECTION (whole quote = one gen call). Also: `repetition_penalty` >1.1 BREAKS cloning
|
||||
(penalizes the ~1100 in-context reference audio tokens; keep ≤1.1 on the clone path).
|
||||
- `[2026-07-09]` **HF whisper datasets aren't actually whispered.** Claris-Whispered-English measures voiced 0.8
|
||||
(not a whisper) + IPA transcripts; `datasets` audio decode needs torchcodec (wants CUDA-13, incompatible w/ the
|
||||
cu124 venv). LPC DSP-whisperize went unstable (NaN). **kokoro `af_nicole` IS a genuine whisper** (voiced 0.24) —
|
||||
that (operator's pointer) is the working whisper reference source, not TTS-voice screening or dataset-hunting.
|
||||
- `[2026-07-08]` **Angel (allura-org/MS3.2-24b-Angel) self-quanted to NVFP4 = GARBAGE.** llm-compressor W4A4 NVFP4
|
||||
(compressed-tensors, MLP-quantized, attn/vision bf16) of the Mistral3 dense 24B produces gibberish EVEN AT GREEDY
|
||||
(temp 0) → the quant itself is broken, not the tokenizer or sampler. Same recipe worked on the qwen models.
|
||||
Mistral3 + W4A4 NVFP4 via llm-compressor is bad. → for the RP seat, going **GGUF (llama.cpp)** to sidestep the
|
||||
whole NVFP4-quant surface.
|
||||
- `[2026-07-08]` **Mistral3 + vLLM tokenizer/vision traps (serve `MS3.2-24b`, vLLM 0.24).** (a) HF `tokenizer.json`
|
||||
for Mistral = **GARBAGE output** — the card's "use the official Mistral tokenizer" warning is REAL; must use the
|
||||
`tekken.json`/mistral tokenizer. (b) BUT `--tokenizer-mode mistral` + vision **CRASHES** (`Failed to apply
|
||||
PixtralProcessor on {'text': '[IMG]'}`; and with tekken.json present in auto mode, `CachedMistralCommonBackend has
|
||||
no attribute is_fast`). So it's **mistral-tokenizer OR vision, not both** on this vLLM. Text-only + mistral
|
||||
tokenizer serves clean (`--limit-mm-per-prompt '{"image": 0}'`). **GGUF/llama.cpp avoids all of this** (native
|
||||
mistral tokenizer + vision).
|
||||
- `[2026-07-08]` **Pantheon-Reasoning-27B refuses dark fiction DESPITE an abliterated base.** The base
|
||||
(`llmfan46 heretic`) writes freely (thinking-off), but Gryphe distilled the reasoning traces from **DeepSeek 3.2**
|
||||
(safety-aligned) onto every turn (`preserve_thinking:true`) → the model reasons ITSELF into refusals in the
|
||||
`<think>` phase (collapses to empty output). Fix: thinking-off OR an uncensor system prompt (both verified).
|
||||
**Lesson: a reasoning finetune of an abliterated base can re-censor via its reasoning-trace TEACHER; the raw
|
||||
abliterated base is cleaner** — this is WHY the pivot went to the llmfan46 heretic base for gen.
|
||||
- `[2026-07-08]` **Pantheon-27B MTP on vLLM compressed-tensors = 0% acceptance.** MTP is a separate **bf16** head
|
||||
(`mtp.*`, in `model-auxiliary.safetensors`, 15 tensors); AEON preserved it by INJECTING the bf16 head into the
|
||||
quant output (NOT re-quantizing — confirmed AEON's nvfp4 mtp is bf16). Built pantheon-27b-mtp = compressed-tensors
|
||||
main + injected bf16 mtp + `text_config.mtp_num_hidden_layers=1` → vLLM detected the MTP but SKIPPED the bf16
|
||||
self_attn weights → 0/192 draft tokens accepted. **The bf16 MTP head only loads on the MODELOPT main-model format
|
||||
(like AEON), not compressed-tensors.** (Moot — operator dropped MTP for gen; not needed for the non-reasoning RP.)
|
||||
- `[2026-07-07]` **vLLM 0.24.0 qwen3_5 LoRA application = silent no-op (#47639).** Adapter loads HTTP 200
|
||||
but zero deltas at inference. NOT quant (NVFP4 AND FP8 both inert). NOT adapter format (separate `zc`
|
||||
adapter — correct per vLLM's `check_unexpected_modules` allowlist — loads clean but inert; the fused-key
|
||||
rekey is rejected). The #47640 None-group guard-patch overlay did NOT fix it (failure is UPSTREAM of
|
||||
`expand_packed_lora` — the separate→fused mapping never happens). Fix PR #47640 is OPEN (unmerged) so no
|
||||
version-bump helps. Merge bakes deltas in (bypasses this) but is static.
|
||||
- `[2026-07-07]` **SGLang generic image can't LOAD our NVFP4 AEON** — ModelOptModelLoader weight-shape/
|
||||
packing mismatch ([1024,5120] vs [1024,2560], 2-fp4/byte). NVFP4-on-SGLang needs the dedicated
|
||||
`qwen36-27b-nvfp4` dev image or a requant to SGLang's format. bf16 loads fine (arch supported; crash was
|
||||
quant-loader-specific).
|
||||
- `[2026-07-07]` **SGLang `--lora-target-modules` CLI enum REJECTS the GDN names its own resolver asks for**
|
||||
(invalid choice: 'in_proj_qkv'); `'all'` resolves to the FUSED set (qkv_proj/in_proj_qkvz). SGLang wants
|
||||
its OWN packed layout (base r16 + `get_stacked_multiply=3`, NOT a pre-fused rank-48 qkv → the [48]-vs-[144]
|
||||
shape assert). A THIRD adapter format; version-exact source needed (`:latest`=0.5.13, NOT `main`).
|
||||
- `[2026-07-07]` **Engine invocation footguns cost several wasted serve-bounces this session** — `docker run
|
||||
--rm` ate crash logs; duplicated `serve` (vLLM image entrypoint is already `["vllm","serve"]`);
|
||||
`--max-lora-rank 48` invalid (choices 1/8/16/32/64… → use 64); parens in `echo` inside `ssh host -c "…"`
|
||||
break the remote shell. LESSON: verify engine launch flags (`--help`, GPU-free) + never `--rm` a container
|
||||
whose crash logs you need, BEFORE bouncing a production serve.
|
||||
- `[2026-07-04]` **LiteLLM (this gateway version) mutates the SHARED deployment config in-place on
|
||||
per-request sampler-param merge** → my deliberately-invalid `top_k=-5` forwarding-probe bled into a
|
||||
param-less character-rp request (vLLM 400, ONE-OFF, self-cleared by a later valid probe). NOT
|
||||
caching (none configured), NOT a config change. **Never fire invalid/distinctive sampler values at
|
||||
a SHARED gateway alias with live consumers** — use a throwaway alias, or a `docker restart litellm`
|
||||
flushes residual carryover. `feedback_litellm_shared_param_mutation`.
|
||||
|
||||
- `[2026-07-04]` **A systemd `--user` daemon that shells out to `~/.cargo/bin`/`~/.local/bin` tools
|
||||
needs an explicit `Environment=PATH`** — the minimal `--user` default silently drops them. The
|
||||
althing herald lost `zellij` → silent `pane-miss` for ALL config-backed TUI/pane agents; CC + FIFO
|
||||
routes were unaffected, so it was invisible from a CC session. `reference_nh3_dev_althing_herald`.
|
||||
- `[2026-07-09]` Sentence-chunking TTS loses prosody → `persistent-memory.d/2026-07-09-sentence-chunking-tts-loses-prosody.md`
|
||||
|
||||
- `[2026-07-04]` **On-prem T1 train that keeps ANY ana-ml2 serving up = ~6-8 DAYS** (1-GPU + NVMe
|
||||
ZeRO-Infinity offload; MoE ~10B-active cuts FLOPs but NOT the 244G base's param I/O). The only fast
|
||||
on-prem path is a FULL ana-ml2 shutdown (both GPUs + the ~421G vLLM RAM freed → base fits in the
|
||||
566G CPU RAM) → CPU offload → ~1-day full-fleet outage. Cloud (no offload) = hours. `reference_t1_cloud_train_plan`.
|
||||
- `[2026-07-09]` HF whisper datasets aren't actually whispered → `persistent-memory.d/2026-07-09-hf-whisper-datasets-aren-t-actually-whispered.md`
|
||||
|
||||
- `[2026-07-01]` **A personal-Worldtree CI deploy that fails ~85s in with "not found / unauthorized"
|
||||
is usually the pull-only-vs-build RACE, not registry-auth.** `deploy-personal.yml` is PULL-ONLY but
|
||||
fires on the `staging/vX` tag simultaneously with `deploy.yml`'s build → pulls before the push
|
||||
finishes. FIX: re-run once built, or gate on `workflow_run: completed`.
|
||||
- `[2026-07-08]` Angel (allura-org/MS3.2-24b-Angel) self-quanted to NVFP4 = GARBAGE → `persistent-memory.d/2026-07-08-angel-allura-org-ms3-2-24b-angel-self.md`
|
||||
|
||||
- `[2026-07-08]` Mistral3 + vLLM tokenizer/vision traps (serve `MS3.2-24b`, vLLM 0.24) → `persistent-memory.d/2026-07-08-mistral3-vllm-tokenizer-vision-traps-serve-ms3-2.md`
|
||||
|
||||
- `[2026-07-08]` Pantheon-Reasoning-27B refuses dark fiction DESPITE an abliterated base → `persistent-memory.d/2026-07-08-pantheon-reasoning-27b-refuses-dark-fiction-despite-an.md`
|
||||
|
||||
- `[2026-07-08]` Pantheon-27B MTP on vLLM compressed-tensors = 0% acceptance → `persistent-memory.d/2026-07-08-pantheon-27b-mtp-on-vllm-compressed-tensors-0.md`
|
||||
|
||||
- `[2026-07-07]` vLLM 0.24.0 qwen3_5 LoRA application = silent no-op (#47639) → `persistent-memory.d/2026-07-07-vllm-0-24-0-qwen3-5-lora-application.md`
|
||||
|
||||
- `[2026-07-07]` SGLang generic image can't LOAD our NVFP4 AEON → `persistent-memory.d/2026-07-07-sglang-generic-image-can-t-load-our-nvfp4.md`
|
||||
|
||||
- `[2026-07-07]` SGLang `--lora-target-modules` CLI enum REJECTS the GDN names its own resolver asks for → `persistent-memory.d/2026-07-07-sglang-lora-target-modules-cli-enum-rejects-the.md`
|
||||
|
||||
- `[2026-07-07]` Engine invocation footguns cost several wasted serve-bounces this session → `persistent-memory.d/2026-07-07-engine-invocation-footguns-cost-several-wasted-serve-bounces.md`
|
||||
|
||||
- `[2026-07-04]` LiteLLM (this gateway version) mutates the SHARED deployment config in-place on per-request sampler-param merge → `persistent-memory.d/2026-07-04-litellm-this-gateway-version-mutates-the-shared-deployment.md`
|
||||
|
||||
- `[2026-07-04]` A systemd `--user` daemon that shells out to `~/.cargo/bin`/`~/.local/bin` tools needs an explicit `Environment=PATH` → `persistent-memory.d/2026-07-04-a-systemd-user-daemon-that-shells-out-to.md`
|
||||
|
||||
- `[2026-07-04]` On-prem T1 train that keeps ANY ana-ml2 serving up = ~6-8 DAYS → `persistent-memory.d/2026-07-04-on-prem-t1-train-that-keeps-any-ana.md`
|
||||
|
||||
- `[2026-07-01]` A personal-Worldtree CI deploy that fails ~85s in with "not found / unauthorized" is usually the pull-only-vs-build RACE, not registry-auth → `persistent-memory.d/2026-07-01-a-personal-worldtree-ci-deploy-that-fails-85s.md`
|
||||
|
||||
- `[2026-07-01]` **MTP/spec-decode on a SHARED serving model helps single-stream but HURTS
|
||||
moderate-concurrency aggregate + silently ignores `min_p`/`logit_bias`** (qwopus `gen`: N=1 +12%,
|
||||
|
||||
Reference in New Issue
Block a user