RTX PRO 1000 Blackwell Generation Laptop GPU × Meta Llama 3.1 8B Instruct
Meta Llama 3.1 8B Instruct on RTX PRO 1000 Blackwell Generation Laptop GPU
22.5best gen tok/s
1,012best prompt tok/s
640max context tested
4results
Measured · all numbers below come from the linked sources
llama.cpp
| Quant | Gen tok/s | Prompt tok/s | Source | Context tested | TTFT | Build |
|---|---|---|---|---|---|---|
| Q4_K - Medium | 22.5 | 1,012 | LocalScore ↗ | 512+128 | 1,388 ms | llamafile 0.9.2 |
| Q4_K - Medium | 22.5 | 984 | LocalScore ↗ | 512+128 | 1,389 ms | llamafile 0.9.2 |
| Q4_K - Medium | 21.0 | 944 | LocalScore ↗ | 512+128 | 1,557 ms | llamafile 0.9.2 |
| Q4_K - Medium | 13.4 | 685 | LocalScore ↗ | 512+128 | 2,283 ms | llamafile 0.9.2 |
Ollama
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MLX
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"Context tested" is the largest prompt+generation length actually benchmarked (tokens), not a memory-fit estimate.
What else can RTX PRO 1000 Blackwell Generation Laptop GPU run? →
Includes results from LocalScore, a Mozilla Builders project by cjpais, mirrored in the cn0303/local-llm-speed-benchmarks dataset. LocalScore runs use llamafile, which is built on llama.cpp.