Qwen3.5 · 0.8B
Qwen3.5 0.8B produced the fastest normal text-generation result in the X1S work and completed every MTP depth pair.
Qwen3.5 0.8B produced the fastest normal text-generation result in the X1S work and completed every MTP depth pair.
It is the speed-first CPU option from this result set and shows that active MTP still carried too much overhead on the four-core N5095.
The rows on this page use Q8_0 through Ollama 0.32.1. They describe those exact artifacts and runs, not every version that shares the model name.
The fastest retained generation row is 11.49 tok/s through Ollama 0.32.1 using CPU in Depth 2, MTP off mode. Paired MTP-off baseline for draft depth 2.
The rows below can come from different prompts and methods. Open the full test before treating two numbers as a direct comparison.
| Model and artifact | Runtime and mode | Generation | Prompt | Peak | State | Full test |
|---|---|---|---|---|---|---|
| Qwen3.5 0.8B Q8_0 | Ollama 0.32.1 CPU · Depth 1, MTP off | 11.34 tok/s | n/a | 74 °C | Published result | MTP depth sweep |
Open result detailsWhy this model is hereQwen3.5 0.8B produced the fastest normal text-generation result in the X1S work and completed every MTP depth pair. It is the speed-first CPU option from this result set and shows that active MTP still carried too much overhead on the four-core N5095. What ranQ8_0 ran through Ollama 0.32.1 using CPU in Depth 1, MTP off mode on Youyeetoo X1S. Paired MTP-off baseline for draft depth 1. Recorded setup
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| Qwen3.5 0.8B Q8_0 | Ollama 0.32.1 CPU + draft MTP · Depth 1, MTP on | 6.043 tok/s | n/a | 75 °C | Published result | MTP depth sweep |
Open result detailsWhy this model is hereQwen3.5 0.8B produced the fastest normal text-generation result in the X1S work and completed every MTP depth pair. It is the speed-first CPU option from this result set and shows that active MTP still carried too much overhead on the four-core N5095. What ranQ8_0 ran through Ollama 0.32.1 using CPU + draft MTP in Depth 1, MTP on mode on Youyeetoo X1S. MTP was active and ran 46.73% slower than its paired baseline. Recorded setup
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| Qwen3.5 0.8B Q8_0 | Ollama 0.32.1 CPU · Depth 2, MTP off | 11.49 tok/s | n/a | 77 °C | Published result | MTP depth sweep |
Open result detailsWhy this model is hereQwen3.5 0.8B produced the fastest normal text-generation result in the X1S work and completed every MTP depth pair. It is the speed-first CPU option from this result set and shows that active MTP still carried too much overhead on the four-core N5095. What ranQ8_0 ran through Ollama 0.32.1 using CPU in Depth 2, MTP off mode on Youyeetoo X1S. Paired MTP-off baseline for draft depth 2. Recorded setup
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| Qwen3.5 0.8B Q8_0 | Ollama 0.32.1 CPU + draft MTP · Depth 2, MTP on | 4.019 tok/s | n/a | 79 °C | Published result | MTP depth sweep |
Open result detailsWhy this model is hereQwen3.5 0.8B produced the fastest normal text-generation result in the X1S work and completed every MTP depth pair. It is the speed-first CPU option from this result set and shows that active MTP still carried too much overhead on the four-core N5095. What ranQ8_0 ran through Ollama 0.32.1 using CPU + draft MTP in Depth 2, MTP on mode on Youyeetoo X1S. MTP was active and ran 65.03% slower than its paired baseline. Recorded setup
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| Qwen3.5 0.8B Q8_0 | Ollama 0.32.1 CPU · Depth 3, MTP off | 11.21 tok/s | n/a | 76 °C | Published result | MTP depth sweep |
Open result detailsWhy this model is hereQwen3.5 0.8B produced the fastest normal text-generation result in the X1S work and completed every MTP depth pair. It is the speed-first CPU option from this result set and shows that active MTP still carried too much overhead on the four-core N5095. What ranQ8_0 ran through Ollama 0.32.1 using CPU in Depth 3, MTP off mode on Youyeetoo X1S. Paired MTP-off baseline for draft depth 3. Recorded setup
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| Qwen3.5 0.8B Q8_0 | Ollama 0.32.1 CPU + draft MTP · Depth 3, MTP on | 3.133 tok/s | n/a | 77 °C | Published result | MTP depth sweep |
Open result detailsWhy this model is hereQwen3.5 0.8B produced the fastest normal text-generation result in the X1S work and completed every MTP depth pair. It is the speed-first CPU option from this result set and shows that active MTP still carried too much overhead on the four-core N5095. What ranQ8_0 ran through Ollama 0.32.1 using CPU + draft MTP in Depth 3, MTP on mode on Youyeetoo X1S. MTP was active and ran 72.06% slower than its paired baseline. Recorded setup
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| Qwen3.5 0.8B Q8_0 | Ollama 0.32.1 CPU · Depth 4, MTP off | 11.16 tok/s | n/a | 78 °C | Published result | MTP depth sweep |
Open result detailsWhy this model is hereQwen3.5 0.8B produced the fastest normal text-generation result in the X1S work and completed every MTP depth pair. It is the speed-first CPU option from this result set and shows that active MTP still carried too much overhead on the four-core N5095. What ranQ8_0 ran through Ollama 0.32.1 using CPU in Depth 4, MTP off mode on Youyeetoo X1S. Paired MTP-off baseline for draft depth 4. Recorded setup
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| Qwen3.5 0.8B Q8_0 | Ollama 0.32.1 CPU + draft MTP · Depth 4, MTP on | 2.624 tok/s | n/a | 79 °C | Published result | MTP depth sweep |
Open result detailsWhy this model is hereQwen3.5 0.8B produced the fastest normal text-generation result in the X1S work and completed every MTP depth pair. It is the speed-first CPU option from this result set and shows that active MTP still carried too much overhead on the four-core N5095. What ranQ8_0 ran through Ollama 0.32.1 using CPU + draft MTP in Depth 4, MTP on mode on Youyeetoo X1S. MTP was active and ran 76.48% slower than its paired baseline. Recorded setup
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| Qwen3.5 0.8B Q8_0 | Ollama 0.32.1 CPU · Two-run warm average | 10.44 tok/s | n/a | 70 °C | Published result | Additional models |
Open result detailsWhy this model is hereQwen3.5 0.8B produced the fastest normal text-generation result in the X1S work and completed every MTP depth pair. It is the speed-first CPU option from this result set and shows that active MTP still carried too much overhead on the four-core N5095. What ranQ8_0 ran through Ollama 0.32.1 using CPU in Two-run warm average mode on Youyeetoo X1S. The fastest normal text-generation result in the X1S work. Throughput does not establish answer quality. Recorded setup
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2026-08-31
Each on/off pair belongs to its own requested draft depth. Do not compare the baseline from one pair as if it were the same request block as another.
Open full test2026-08-31
The rows use different repetition counts and artifact states. They are useful operating points, not one controlled model-quality contest.
Open full test