RTX 4000 Ada Generation × Llama 3.2 1B Instruct
Llama 3.2 1B Instruct on RTX 4000 Ada Generation
237best gen tok/s
10,703best prompt tok/s
640max context tested
2results
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 | 237 | 10,703 | LocalScore ↗ | 512+128 | 142 ms | llamafile 0.9.2 |
| Q4_K - Medium | 183 | 10,193 | LocalScore ↗ | 512+128 | 146 ms | llamafile 0.9.3 |
Ollama
No measured Ollama results yet. Submit yours →
MLX
No measured MLX results yet. Submit yours →
"Context tested" is the largest prompt+generation length actually benchmarked (tokens), not a memory-fit estimate.
What else can RTX 4000 Ada Generation 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.