Commit Graph
3 Commits
Author SHA1 Message Date
vh 5e47a59b32 feat(meromero): MeroMero-v2 dual-mode (prose + streaming CoT) live on one seat — no re-quant
The multi-turn Gemma-4 CoT problem is solved. One MeroMero-v2 seat, one weight set,
two aliases: char-rp (prose) + char-rp-reasoning (streaming chain-of-thought).

The winning stack, traced from vLLM source by the four-arm brokkr/dwarf panel:

  - vllm/vllm-openai:v0.26.0 — ships transformers 5.14.1 natively, below the
    head_dim guard, so Gemma-4-31B loads with no pin and no custom image. It also
    carries the #48217 streaming pre-arm fix.
  - A patched chat template whose enable_thinking:true branch force-opens a BARE
    <|channel> (not <|channel>thought\n -- full-open defeats _preprocess_feed's
    injection). --chat-template override, no re-quant.
  - Two served-names char-rp / char-rp-thinking; --reasoning-parser gemma4;
    default enable_thinking:false. LiteLLM char-rp -> prose, char-rp-reasoning ->
    the thinking served-name with enable_thinking:true.

Verified: streaming CoT split 6/6 direct on :8016 and 3/3 through the gateway;
char-rp prose clean on both transports with no trailing-token leak.

Two hard-won facts recorded in persistent-memory:
  - STREAMING ONLY. Non-streaming can't split -- extract_reasoning never receives
    prompt_token_ids so the pre-arm can't fire (a vLLM one-shot bug unchanged
    across v0.24-0.27). Fine here: Lobe/OWUI stream. Upstream PR #49797 fixes
    non-streaming too, landing ~v0.28.0 -- then it's a clean image bump.
  - KEY-NAME TRAP: vLLM streams reasoning in delta.reasoning; LiteLLM normalizes
    to delta.reasoning_content. I lost two false-negative test rounds to this.

Canonical: stacks/meromero-charrp/ (compose + patched_chat_template.jinja) and
stacks/litellm/conf/config.yaml. Rollback is the .env image line + dropping
--chat-template.
2026-08-21 13:03:53 -07:00
vh b8f0f4c568 fix(char-rp): enable Gemma-4 tool-calling on the MeroMero seat
The char-rp seat shipped with no tool-call parser at all, so every
tools-bearing request was rejected outright:

  400 "auto" tool choice requires --enable-auto-tool-choice and
      --tool-call-parser to be set

MeroMero-v2 is Gemma-4, which emits its own native
`<|tool_call>call:name{...}<tool_call|>` syntax rather than the
qwen3_coder XML the Qwen-family seats use. vLLM 0.24 ships a matching
`gemma4` parser whose TOOL_CALL_START/END, CHANNEL_START/END and escape
token constants line up with this tokenizer's etc/eoc/escape tokens
exactly.

Three flags, and they are a set:

- --tool-call-parser gemma4 + --enable-auto-tool-choice: the fix proper.
- --reasoning-parser gemma4: without it the post-tool-response turn
  leaks a literal `<|channel>thought\n<channel|>` prefix into content
  (upstream vllm #45834 — the chat template leaves the prompt inside an
  open channel block).
- --default-chat-template-kwargs '{"enable_thinking": false}': MANDATORY
  companion to the reasoning parser. The parser reads enable_thinking
  from chat_template_kwargs and defaults it to True
  (vllm/parser/gemma4.py:439); True makes is_reasoning_end() return
  False at a new turn, pre-initialising the engine to REASONING, which
  routes ALL plain RP prose into reasoning_content and returns a null
  content — breaking every char-rp consumer. This template already
  defaults enable_thinking to false (chat_template.jinja:350), so
  passing it explicitly renders a byte-identical prompt (verified across
  plain / tools / post-tool-response / system-prompt shapes). It changes
  generation not at all; it only corrects the parser state machine.

Verified green on the live seat after deploy: tool call streaming and
non-streaming, tool-result round-trip (leak gone), plain prose in
content with reasoning null, vision unchanged.
2026-08-15 00:51:29 -07:00
vh f08b6cbddf stacks(char-rp): compose-ify the two NVFP4 RP seats (MeroMero + Dark-Scarlett)
Replaces the ad-hoc docker-run seats with proper compose stacks on ana-ml2, mirrored here:
- meromero-charrp: G4-MeroMero-v2-31B NVFP4A16, char-rp prose (non-thinking, multimodal,
  vision-enabled), GPU0, 256K @ ~2x. util 0.52 (leaves ~4.6GB GPU0 headroom).
- darkscarlett-charrp-reasoning: Dark-Scarlett-v1.0-27B NVFP4A16 (Qwen wrapper recipe),
  char-rp-reasoning thinking seat, GPU1, 256K. MTP deferred (no spec-decode).
Both survive reboot now. Supersede the retired char-rp-gguf + heretic2-charrp-reasoning stacks.
2026-08-12 11:15:33 -07:00