Llama 2 7B on A40
126best gen tok/s
5,256best 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_0 | 126 | 5,256 | llama.cpp (CUDA) ↗ | 512+128 | — | llama.cpp CUDA @3470a5c |
| Q4_0 | 124 | 4,609 | llama.cpp (CUDA) ↗ | 512+128 | — | llama.cpp CUDA @3470a5c |
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.