docs(fv-ml1): regenerate seat inventory — cyberprev in the sec seat, mog-sec gone
Live-read regeneration after promoting cyberprev into sec/sec-reasoning and retiring mog-sec. GPU0 now carries cyberprev alone; sec/sec-reasoning aliases resolve to :8025.
This commit is contained in:
@@ -6,7 +6,7 @@
|
||||
Hand-edits are overwritten and, worse, drift silently while looking
|
||||
authoritative — which is exactly the failure this file replaced. -->
|
||||
|
||||
**Generated 2026-09-14 06:00 UTC** by `scripts/seat-inventory.py`, read from the running
|
||||
**Generated 2026-09-14 16:10 UTC** by `scripts/seat-inventory.py`, read from the running
|
||||
containers on `100.64.0.7` — `docker inspect`, `nvidia-smi`, each model's own
|
||||
`config.json`, and the `.PROVENANCE.txt` siblings on `/tank`.
|
||||
|
||||
@@ -17,15 +17,14 @@ containers on `100.64.0.7` — `docker inspect`, `nvidia-smi`, each model's own
|
||||
|
||||
| GPU | seat | VRAM | weights | KV tokens | ctx | concurrency | util |
|
||||
|---|---|---|---|---|---|---|---|
|
||||
| 0 | `vllm-mog-sec` | 46.6 GiB | 25.47 GiB | 342,920 | 163840 | **2.09×** | 0.50 |
|
||||
| 0 | `vllm-gen` | 38.3 GiB | 21.97 GiB | 268,205 | 262144 | **1.02×** | 0.38 |
|
||||
| 0 | `vllm-cyberprev` | 38.0 GiB | 25.11 GiB | 166,264 | 163840 | **1.01×** | 0.40 |
|
||||
| 1 | `vllm-meromero-rp` | 37.9 GiB | 19.51 GiB | 266,334 | 262144 | **1.02×** | 0.40 |
|
||||
| 1 | `vllm-erp-seat` | 26.3 GiB | 15.9 GiB | 534,649 | 262144 | **2.04×** | 0.30 |
|
||||
| 1 | `vllm-reward` | 9.0 GiB | 4.41 GiB | 26,224 | 16384 | **1.60×** | 0.10 |
|
||||
| 1 | `vllm-coder` | 6.0 GiB | 2.98 GiB | 112,624 | 8192 | **13.75×** | 0.06 |
|
||||
| 1 | `vllm-embed` | 3.4 GiB | 1.12 GiB | 10,272 | 8192 | **1.25×** | 0.03 |
|
||||
| 1 | `vllm-rerank-a3` | 2.1 GiB | 1.06 GiB | — | 8192 | — | 0.03 |
|
||||
| 2 | `vllm-flash-next` | 94.7 GiB | 79.44 GiB | 344,155 | 262144 | **1.31×** | 0.96 |
|
||||
| 2 | `vllm-flash-next` | 93.1 GiB | 76.82 GiB | 344,155 | 262144 | **1.31×** | 0.96 |
|
||||
|
||||
**Concurrency** = KV tokens ÷ context: how many full-length requests fit at
|
||||
once. Below ~1.0× the seat cannot hold even one conversation at its declared
|
||||
@@ -33,32 +32,14 @@ context.
|
||||
|
||||
## Lineage and quantization
|
||||
|
||||
### `vllm-gen` — GPU 0
|
||||
### `vllm-cyberprev` — GPU 0
|
||||
|
||||
- **serves:** `qwen3.8-27b-uncensored`, `qwen3.8-27b-uncensored-thinking`
|
||||
- **model:** `/tank/aimodels/qwen38-27b-orcarouter-nvfp4-mixed`
|
||||
- **architecture:** Qwen3_5ForConditionalGeneration (qwen3_5), 64 layers
|
||||
- **quantization:** compressed-tensors / mixed-precision — W8A8 (float-quantized), W4A4 (nvfp4-pack-quantized)
|
||||
- **speculative decoding:** `{"method": "qwen3_5_mtp", "num_speculative_tokens": 3}`
|
||||
- **image:** `vllm/vllm-openai:nightly-311b3513af33bc29b4acb2fde2e9313e5e9966a0`
|
||||
|
||||
### `vllm-mog-sec` — GPU 0
|
||||
|
||||
- **serves:** `mog-sec-27b`, `mog-sec-27b-thinking`
|
||||
- **model:** `/tank/aimodels/mog-sec-27b-nvfp4-mixed`
|
||||
- **serves:** `cyberprev-27b`, `cyberprev-27b-thinking`
|
||||
- **model:** `/tank/aimodels/cyberprev-nvfp4-mixed-v2`
|
||||
- **architecture:** Qwen3_5ForConditionalGeneration (qwen3_5), 64 layers
|
||||
- **quantization:** compressed-tensors / mixed-precision — W8A8 (float-quantized), W4A4 (nvfp4-pack-quantized)
|
||||
- **speculative decoding:** `{"method": "dflash", "model": "/drafter", "num_speculative_tokens": 7}`
|
||||
- **image:** `vllm/vllm-openai:nightly-e9d1398d9edfd90fcc1cf783805240e3effec013`
|
||||
- **provenance:**
|
||||
```
|
||||
model: Blackfrost-Research/M.O.G.-SEC-27B-1M-CTX-BF16 (bf16, pen-test seat source)
|
||||
source_url: https://huggingface.co/Blackfrost-Research/M.O.G.-SEC-27B-1M-CTX-BF16
|
||||
revision_pinned: deede67794b4eaaf31f016d02a0aaf71f1a303b9
|
||||
pulled_by: infra-ops (as llmuser)
|
||||
pulled_at_utc: 2026-08-21T09:10Z
|
||||
size_on_disk: 52 GB (18 shards, index total_size 55.6 GB)
|
||||
```
|
||||
|
||||
### `vllm-coder` — GPU 1
|
||||
|
||||
@@ -105,9 +86,9 @@ context.
|
||||
### `vllm-flash-next` — GPU 2
|
||||
|
||||
- **serves:** `qwen3.8-flash-next-uncensored`, `qwen3.8-flash-next-uncensored-thinking`
|
||||
- **model:** `/tank/aimodels/qwen38-flash-next-abliterated-nvfp4`
|
||||
- **model:** `/tank/aimodels/qwen38-flash-next-orcarouter-nvfp4-plefp8`
|
||||
- **architecture:** Qwen4ExpForConditionalGeneration (qwen4_exp), 48 layers, 512 experts
|
||||
- **quantization:** modelopt / None — W4A4 (None)
|
||||
- **quantization:** compressed-tensors / mixed-precision — W8A16 (naive-quantized), W4A16 (nvfp4-pack-quantized)
|
||||
- **speculative decoding:** `{"method": "mtp", "num_speculative_tokens": 3}`
|
||||
- **image:** `vllm/vllm-openai:nightly-eed1f3d0c6043bd494424a22443ee198dd56f657`
|
||||
|
||||
@@ -120,22 +101,22 @@ context.
|
||||
| `char-rp` | 8016 |
|
||||
| `char-rp-fast` | 8021 |
|
||||
| `char-rp-reasoning` | 8016 |
|
||||
| `chat-judge` | 8015 |
|
||||
| `classifier` | 8015 |
|
||||
| `chat-judge` | 8022 |
|
||||
| `classifier` | 8022 |
|
||||
| `coder-fast` | 8020 |
|
||||
| `erp-tune-v2` | 8098 |
|
||||
| `gemma4-26b-a4b-it-base` | 8099 |
|
||||
| `gen` | 8015 |
|
||||
| `gen` | 8022 |
|
||||
| `gen-large` | 8022 |
|
||||
| `gen-reasoning` | 8015 |
|
||||
| `image-judge` | 8015 |
|
||||
| `qwen-image-bench` | 8015 |
|
||||
| `gen-reasoning` | 8022 |
|
||||
| `image-judge` | 8022 |
|
||||
| `qwen-image-bench` | 8022 |
|
||||
| `qwen3-embedding` | 8001 |
|
||||
| `reranker` | 8013 |
|
||||
| `sec` | 8019 |
|
||||
| `sec-reasoning` | 8019 |
|
||||
| `summarizer` | 8015 |
|
||||
| `summarizer-large` | 8015 |
|
||||
| `sec` | 8025 |
|
||||
| `sec-reasoning` | 8025 |
|
||||
| `summarizer` | 8022 |
|
||||
| `summarizer-large` | 8022 |
|
||||
|
||||
---
|
||||
|
||||
|
||||
Reference in New Issue
Block a user