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Ornith-1.5-9B

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73.5 tok/s · model median · 76 runs in the model record.

Reference rigQuantizationMedian resultBasisTTFT (ms)Peak VRAMMax contextEngines
CMP 170HX 64GB16-bit72.8 tok/smeasured2,249- GB131,336sglang, vllm
RTX 2060 Super 8GB4-bit60.4 tok/sreported-5.4 GB8,192llama.cpp
RTX 5070 12GB4-bit102 tok/sreported47- GB2,048llama.cpp
RX 570 4GB4-bit23 tok/smeasured43,198- GB2,048llama.cpp

Context tested

The table above is the tested context for each exact rig and quantization cell. Empty fields remain empty rather than being filled with an estimate.