Llama 2 7B on RTX 2070 SUPER
88.1best gen tok/s
2,293best prompt tok/s
640max context tested
3results
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 | 88.1 | 2,088 | llama.cpp (CUDA) ↗ | 512+128 | — | llama.cpp CUDA @bc07349 |
| Q4_0 | 87.7 | 2,293 | llama.cpp (CUDA) ↗ | 512+128 | — | llama.cpp CUDA @bc07349 |
| Q4_0 | 64.6 | 1,199 | llama.cpp (Vulkan) ↗ | 512+128 | — | llama.cpp Vulkan @b7552cf |
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.