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Nanbeige4.2-3B AWQ gentoo gauntlet (throughput + chat_core) 2026-07-22

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FINDINGS.md ADDED
@@ -0,0 +1,104 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ task_categories:
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+ - text-generation
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+ tags:
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+ - benchmark
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+ - throughput
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+ - quality
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+ - vllm
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+ - gentoo
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+ - nanbeige
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+ - awq
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+ language:
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+ - en
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+ pretty_name: Nanbeige4.2-3B AWQ gentoo gauntlet
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+ ---
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+
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+ # Nanbeige4.2-3B AWQ — gentoo quality / speed / context / concurrency gauntlet
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+
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+ Separate dataset from [`LostGentoo/gentoo-small-model-throughput-vllm`](https://huggingface.co/datasets/LostGentoo/gentoo-small-model-throughput-vllm). Same harness (conc + ctx throughput + lighteval `chat_core`), single model: AWQ W4A16 of Nanbeige4.2-3B on the Nanbeige vLLM fork.
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+
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+ ## Setup
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+
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+ | Setting | Value |
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+ |---|---|
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+ | Host | gentoo (3× RTX 5060 Ti 16 GB) |
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+ | GPU | CUDA device 2 |
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+ | Engine | Nanbeige/vllm `@nanbeige42` |
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+ | Model | `LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM` |
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+ | max_model_len | 4096 |
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+ | gpu_memory_utilization | 0.70 |
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+ | Throughput gen length | 128 tokens |
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+ | Warmup / repeats | 2 / 2 |
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+ | Concurrency levels | 1, 2, 4, 6, 8, 10, 12, 16, 20 |
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+ | Context tiers | 128, 512, 1024, 2048, 4096 |
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+ | Quality suite | lighteval `chat_core` = ifeval, gpqa:diamond, mmlu_pro |
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+ | Quality concurrent_requests | 16 |
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+ | Quality note | chat_template thinking default **OFF**; no `--reasoning-parser` (answers in `content`) |
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+
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+ ## Key findings (throughput)
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+
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+ 1. **Peak aggregate decode @ conc=20:** ~1442 sum-of-stream tok/s (wall agg ~1347 tok/s). Scales smoothly with 0 errors.
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+ 2. **Single-stream decode:** ~87 tok/s @ conc=1 — slower than MiniCPM5-1B (~200) / Qwen3.5-0.8B (~238) on the same box; closer to Qwen3.5-2B (~106).
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+ 3. **Context @ conc=10:** decode falls from ~78 tok/s/stream @ 128-tier to ~41 @ 2048-tier. **4096 tier n/a** (prompt+128 exceeds `max_model_len`), same pattern as Qwen in the small-model dataset.
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+ 4. **Serve caveat:** requires Nanbeige vLLM fork + `trust_remote_code`; stock vLLM cannot load `NanbeigeForCausalLM`.
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+
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+ ## Concurrency sweep
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+
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+ | conc | TTFT (ms) | mean decode (tok/s) | sum decode (tok/s) | wall agg (tok/s) | err |
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+ |---:|---:|---:|---:|---:|---:|
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+ | 1 | 17.8 | 87.1 | 87.1 | 86.1 | 0 |
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+ | 2 | 25.0 | 86.6 | 173.2 | 169.3 | 0 |
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+ | 4 | 34.4 | 85.2 | 340.8 | 330.6 | 0 |
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+ | 6 | 46.4 | 84.9 | 509.1 | 490.9 | 0 |
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+ | 8 | 63.1 | 84.4 | 675.0 | 645.5 | 0 |
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+ | 10 | 67.4 | 80.4 | 804.0 | 767.5 | 0 |
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+ | 12 | 80.0 | 80.1 | 961.2 | 910.0 | 0 |
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+ | 16 | 87.8 | 78.5 | 1255.5 | 1179.9 | 0 |
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+ | 20 | 109.0 | 72.1 | 1441.9 | 1346.6 | 0 |
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+
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+ ## Context sweep
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+
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+ | tier | conc | TTFT (ms) | mean decode (tok/s) | sum decode (tok/s) | wall agg (tok/s) | err |
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+ |---:|---:|---:|---:|---:|---:|---:|
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+ | 128 | 1 | 18.4 | 86.9 | 86.9 | 85.9 | 0 |
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+ | 128 | 10 | 49.4 | 78.2 | 781.8 | 702.3 | 0 |
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+ | 512 | 1 | 19.8 | 85.0 | 85.0 | 80.0 | 0 |
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+ | 512 | 10 | 70.3 | 66.3 | 663.4 | 476.9 | 0 |
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+ | 1024 | 1 | 22.0 | 82.5 | 82.5 | 73.9 | 0 |
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+ | 1024 | 10 | 76.1 | 54.7 | 547.2 | 330.6 | 0 |
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+ | 2048 | 1 | 25.5 | 79.2 | 79.2 | 64.7 | 0 |
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+ | 2048 | 10 | 108.7 | 40.8 | 408.5 | 200.6 | 0 |
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+ | 4096 | 1 | n/a | n/a | n/a | n/a | 1 |
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+ | 4096 | 10 | n/a | n/a | n/a | n/a | 10 |
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+
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+ ## Quality (chat_core)
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+
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+ - source: `quality/LostGentoo_Nanbeige4.2-3B-AWQ-W4A16-ASYM/results/openai/LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM/results_2026-07-22T12-13-40.991373.json`
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+ - wall seconds: 16886.941249988973
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+ - max_samples: None
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+
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+ | task | metric | value |
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+ |---|---|---:|
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+ | `ifeval|0` | prompt_level_strict_acc | 0.7671 |
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+ | `ifeval|0` | inst_level_strict_acc | 0.8417 |
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+ | `ifeval|0` | prompt_level_loose_acc | 0.8281 |
87
+ | `ifeval|0` | inst_level_loose_acc | 0.8873 |
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+ | `gpqa:diamond|0` | gpqa_pass@k:k=1 | 0.5859 |
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+ | `mmlu_pro|0` | extractive_match | 0.6577 |
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+
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+ _Quality section updated 2026-07-22T12:14:58_
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+
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+ ## Files
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+ ## Files
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+
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+ | File | Description |
97
+ |---|---|
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+ | `*_scale_conc.json` | Concurrency sweep |
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+ | `*_scale_ctx.json` | Context-length sweep |
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+ | `quality/` | lighteval `chat_core` outputs |
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+ | `SUMMARY.md` | Run log / pass-fail |
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+ | `README.md` | This card |
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+
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+ _Generated 2026-07-22T07:43:40_
FINDINGS_throughput.md ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ## Concurrency sweep (short prompt, 128 tok gen)
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+ | Model | conc | TTFT (s) | decode med (tok/s) | agg decode (tok/s) | err |
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+ |-------|------|----------|--------------------|--------------------|-----|
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+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 1 | 0.02 | 87.1 | 87 | 0 |
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+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 2 | 0.02 | 86.6 | 173 | 0 |
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+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 4 | 0.03 | 85.2 | 341 | 0 |
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+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 6 | 0.05 | 85.0 | 509 | 0 |
8
+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 8 | 0.06 | 84.5 | 675 | 0 |
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+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 10 | 0.07 | 80.6 | 804 | 0 |
10
+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 12 | 0.08 | 80.2 | 961 | 0 |
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+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 16 | 0.09 | 78.9 | 1256 | 0 |
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+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 20 | 0.11 | 72.0 | 1442 | 0 |
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+ | | | | | | |
14
+
15
+ ## Context sweep @ conc=10 (128 tok gen)
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+ | Model | ctx tokens | TTFT (s) | decode med (tok/s) | agg decode (tok/s) | err |
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+ |-------|------------|----------|--------------------|--------------------|-----|
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+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 128 | 0.05 | 78.2 | 782 | 0 |
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+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 512 | 0.07 | 66.4 | 663 | 0 |
20
+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 1024 | 0.08 | 54.8 | 547 | 0 |
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+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 2048 | 0.11 | 40.9 | 408 | 0 |
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+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 4096 | n/a | n/a | n/a | 10 |
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+ | | | | | | |
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+
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+ ## Peak aggregate decode (concurrency sweep)
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+ | Model | best conc | agg decode (tok/s) |
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+ |-------|-----------|-------------------|
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+ | LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM | 20 | 1442 |
LostGentoo_Nanbeige4.2-3B-AWQ-W4A16-ASYM_scale_conc.json ADDED
@@ -0,0 +1,1190 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "model_label": "LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM",
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+ "url": "http://127.0.0.1:8018",
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+ "model": "LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM",
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+ "mode": "concurrency",
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+ "max_tokens": 128,
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+ "repeats": 2,
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+ "concurrency_sweep": [
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+ "concurrency": 1,
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+ "ok": 1,
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+ "total_wall_s": 1.486459844512865,
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+ "p50_time_to_50_tokens_s": 0.5144821939757094,
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+ "mean_decode_tps": 87.12982966270944
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+ "error_rate": 0.0,
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+ "total_wall_s": 1.5118003340321593,
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+ "avg_ttft_s": 0.024997500062454492,
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+ "sum_decode_tps_all_streams": 173.2129690617727,
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+ "total_prompt_tokens": 130,
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+ "total_wall_s": 1.5487753399647772,
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+ ],
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+ "median_decode_tps": 84.96582358218578,
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README.md ADDED
@@ -0,0 +1,104 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ task_categories:
4
+ - text-generation
5
+ tags:
6
+ - benchmark
7
+ - throughput
8
+ - quality
9
+ - vllm
10
+ - gentoo
11
+ - nanbeige
12
+ - awq
13
+ language:
14
+ - en
15
+ pretty_name: Nanbeige4.2-3B AWQ gentoo gauntlet
16
+ ---
17
+
18
+ # Nanbeige4.2-3B AWQ — gentoo quality / speed / context / concurrency gauntlet
19
+
20
+ Separate dataset from [`LostGentoo/gentoo-small-model-throughput-vllm`](https://huggingface.co/datasets/LostGentoo/gentoo-small-model-throughput-vllm). Same harness (conc + ctx throughput + lighteval `chat_core`), single model: AWQ W4A16 of Nanbeige4.2-3B on the Nanbeige vLLM fork.
21
+
22
+ ## Setup
23
+
24
+ | Setting | Value |
25
+ |---|---|
26
+ | Host | gentoo (3× RTX 5060 Ti 16 GB) |
27
+ | GPU | CUDA device 2 |
28
+ | Engine | Nanbeige/vllm `@nanbeige42` |
29
+ | Model | `LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM` |
30
+ | max_model_len | 4096 |
31
+ | gpu_memory_utilization | 0.70 |
32
+ | Throughput gen length | 128 tokens |
33
+ | Warmup / repeats | 2 / 2 |
34
+ | Concurrency levels | 1, 2, 4, 6, 8, 10, 12, 16, 20 |
35
+ | Context tiers | 128, 512, 1024, 2048, 4096 |
36
+ | Quality suite | lighteval `chat_core` = ifeval, gpqa:diamond, mmlu_pro |
37
+ | Quality concurrent_requests | 16 |
38
+ | Quality note | chat_template thinking default **OFF**; no `--reasoning-parser` (answers in `content`) |
39
+
40
+ ## Key findings (throughput)
41
+
42
+ 1. **Peak aggregate decode @ conc=20:** ~1442 sum-of-stream tok/s (wall agg ~1347 tok/s). Scales smoothly with 0 errors.
43
+ 2. **Single-stream decode:** ~87 tok/s @ conc=1 — slower than MiniCPM5-1B (~200) / Qwen3.5-0.8B (~238) on the same box; closer to Qwen3.5-2B (~106).
44
+ 3. **Context @ conc=10:** decode falls from ~78 tok/s/stream @ 128-tier to ~41 @ 2048-tier. **4096 tier n/a** (prompt+128 exceeds `max_model_len`), same pattern as Qwen in the small-model dataset.
45
+ 4. **Serve caveat:** requires Nanbeige vLLM fork + `trust_remote_code`; stock vLLM cannot load `NanbeigeForCausalLM`.
46
+
47
+ ## Concurrency sweep
48
+
49
+ | conc | TTFT (ms) | mean decode (tok/s) | sum decode (tok/s) | wall agg (tok/s) | err |
50
+ |---:|---:|---:|---:|---:|---:|
51
+ | 1 | 17.8 | 87.1 | 87.1 | 86.1 | 0 |
52
+ | 2 | 25.0 | 86.6 | 173.2 | 169.3 | 0 |
53
+ | 4 | 34.4 | 85.2 | 340.8 | 330.6 | 0 |
54
+ | 6 | 46.4 | 84.9 | 509.1 | 490.9 | 0 |
55
+ | 8 | 63.1 | 84.4 | 675.0 | 645.5 | 0 |
56
+ | 10 | 67.4 | 80.4 | 804.0 | 767.5 | 0 |
57
+ | 12 | 80.0 | 80.1 | 961.2 | 910.0 | 0 |
58
+ | 16 | 87.8 | 78.5 | 1255.5 | 1179.9 | 0 |
59
+ | 20 | 109.0 | 72.1 | 1441.9 | 1346.6 | 0 |
60
+
61
+ ## Context sweep
62
+
63
+ | tier | conc | TTFT (ms) | mean decode (tok/s) | sum decode (tok/s) | wall agg (tok/s) | err |
64
+ |---:|---:|---:|---:|---:|---:|---:|
65
+ | 128 | 1 | 18.4 | 86.9 | 86.9 | 85.9 | 0 |
66
+ | 128 | 10 | 49.4 | 78.2 | 781.8 | 702.3 | 0 |
67
+ | 512 | 1 | 19.8 | 85.0 | 85.0 | 80.0 | 0 |
68
+ | 512 | 10 | 70.3 | 66.3 | 663.4 | 476.9 | 0 |
69
+ | 1024 | 1 | 22.0 | 82.5 | 82.5 | 73.9 | 0 |
70
+ | 1024 | 10 | 76.1 | 54.7 | 547.2 | 330.6 | 0 |
71
+ | 2048 | 1 | 25.5 | 79.2 | 79.2 | 64.7 | 0 |
72
+ | 2048 | 10 | 108.7 | 40.8 | 408.5 | 200.6 | 0 |
73
+ | 4096 | 1 | n/a | n/a | n/a | n/a | 1 |
74
+ | 4096 | 10 | n/a | n/a | n/a | n/a | 10 |
75
+
76
+ ## Quality (chat_core)
77
+
78
+ - source: `quality/LostGentoo_Nanbeige4.2-3B-AWQ-W4A16-ASYM/results/openai/LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM/results_2026-07-22T12-13-40.991373.json`
79
+ - wall seconds: 16886.941249988973
80
+ - max_samples: None
81
+
82
+ | task | metric | value |
83
+ |---|---|---:|
84
+ | `ifeval|0` | prompt_level_strict_acc | 0.7671 |
85
+ | `ifeval|0` | inst_level_strict_acc | 0.8417 |
86
+ | `ifeval|0` | prompt_level_loose_acc | 0.8281 |
87
+ | `ifeval|0` | inst_level_loose_acc | 0.8873 |
88
+ | `gpqa:diamond|0` | gpqa_pass@k:k=1 | 0.5859 |
89
+ | `mmlu_pro|0` | extractive_match | 0.6577 |
90
+
91
+ _Quality section updated 2026-07-22T12:14:58_
92
+
93
+ ## Files
94
+ ## Files
95
+
96
+ | File | Description |
97
+ |---|---|
98
+ | `*_scale_conc.json` | Concurrency sweep |
99
+ | `*_scale_ctx.json` | Context-length sweep |
100
+ | `quality/` | lighteval `chat_core` outputs |
101
+ | `SUMMARY.md` | Run log / pass-fail |
102
+ | `README.md` | This card |
103
+
104
+ _Generated 2026-07-22T07:43:40_
SUMMARY.md ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Nanbeige4.2-3B AWQ gauntlet (gentoo)
2
+
3
+ - host: gentoo (3× RTX 5060 Ti 16 GB)
4
+ - started: 2026-07-22
5
+ - gpu: CUDA device 2
6
+ - port: 8018
7
+ - engine: Nanbeige/vllm `@nanbeige42` (fork commit `01af9909913c38fe9b77fb4be0f019573e4cfb6f`)
8
+ - model: [`LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM`](https://huggingface.co/LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM)
9
+ - base: Nanbeige/Nanbeige4.2-3B (BOSS Zhipin Nanbeige Lab)
10
+ - quant: llm-compressor AWQ W4A16_ASYM
11
+ - max_model_len: 4096
12
+ - gpu_memory_utilization: 0.70 (throughput + quality)
13
+ - max_num_seqs: 64–128
14
+ - gen length (throughput): 128 tokens
15
+ - warmup / repeats: 2 / 2
16
+ - context tiers: 128 512 1024 2048 4096
17
+
18
+ | suite | status | notes |
19
+ |---|---|---|
20
+ | concurrency sweep | OK | 0 errors, peak ~1442 sum-decode tok/s @ conc=20 |
21
+ | context sweep | PARTIAL | 128–2048 OK; 4096 n/a (prompt+128 > max_model_len) |
22
+ | quality chat_core | OK | ifeval + gpqa:diamond + mmlu_pro; thinking template defaulted OFF for scoring |
23
+
24
+
25
+ - finished: 2026-07-22T12:14:58
quality/LostGentoo_Nanbeige4.2-3B-AWQ-W4A16-ASYM/results/openai/LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM/results_2026-07-22T12-13-40.991373.json ADDED
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1
+ {
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+ "config_general": {
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+ "lighteval_sha": "?",
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+ "num_fewshot_seeds": 1,
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+ "max_samples": null,
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+ "job_id": "0",
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+ "start_time": 608392.684085906,
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+ "end_time": 625279.625335895,
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+ "total_evaluation_time_secondes": "16886.941249988973",
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+ "model_config": {
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+ "model_name": "openai/LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM",
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+ "generation_parameters": {
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+ "num_blocks": null,
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+ "block_size": null,
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+ "repetition_penalty": null,
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+ "frequency_penalty": null,
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+ },
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+ "system_prompt": null,
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+ "cache_dir": "~/.cache/huggingface/lighteval",
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+ "provider": "openai",
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+ "base_url": "http://127.0.0.1:8018/v1",
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+ "api_key": "dummy",
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+ "concurrent_requests": 16,
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+ "verbose": false,
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+ "max_model_length": null,
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+ "api_max_retry": 8,
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+ "api_retry_sleep": 1.0,
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+ "api_retry_multiplier": 2.0,
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+ "timeout": 1800.0
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+ },
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+ "model_name": "openai/LostGentoo/Nanbeige4.2-3B-AWQ-W4A16-ASYM"
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+ },
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+ "results": {
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+ "ifeval|0": {
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+ "prompt_level_strict_acc": 0.767097966728281,
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+ "prompt_level_strict_acc_stderr": 0.018189266074091773,
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+ "inst_level_strict_acc": 0.841726618705036,
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+ "inst_level_strict_acc_stderr": 0.0004023151161435756,
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+ "prompt_level_loose_acc": 0.8280961182994455,
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+ "prompt_level_loose_acc_stderr": 0.0162362726723357,
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+ "inst_level_loose_acc": 0.8872901678657075,
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+ "inst_level_loose_acc_stderr": 0.0003493457961695531
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+ },
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+ "gpqa:diamond|0": {
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+ "gpqa_pass@k:k=1": 0.5858585858585859,
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+ "gpqa_pass@k:k=1_stderr": 0.03509438348879629
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+ },
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+ "mmlu_pro|0": {
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+ "extractive_match": 0.6577460106382979,
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+ "extractive_match_stderr": 0.004325661263719272
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+ },
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+ "all": {
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+ "prompt_level_strict_acc": 0.767097966728281,
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+ "prompt_level_strict_acc_stderr": 0.018189266074091773,
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+ "inst_level_strict_acc": 0.841726618705036,
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+ "prompt_level_loose_acc": 0.8280961182994455,
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+ "prompt_level_loose_acc_stderr": 0.0162362726723357,
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+ "inst_level_loose_acc": 0.8872901678657075,
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+ "inst_level_loose_acc_stderr": 0.0003493457961695531,
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+ "gpqa_pass@k:k=1": 0.5858585858585859,
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