oxcoder-9b-oq6e / README.md
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metadata
base_model:
  - OrionLLM/OxCoder-9B
tags:
  - omlx
  - mlx

about

oq6e quantized version of OxCoder

imatrix used

Default oMLX imatrix

rough performance metrics from quick tests/benchmarks

  • roughly 445 tks/s prefill, 16 tk/s decode on m3 pro 36gb ram in practice on a fresh pi agent
  • context benchmark from omlx for 131k context length started at 2k t/s prefill, finished at ~600 t/s
  • throughput benchmark did not upload because of certain flags used but roughly matched above numbers at 128k
    • ANE prefill with tweaked settings
    • SpecPrefill with qwen3.5 0.8b model

omlx throughput test with ane prefill disabled

https://omlx.ai/benchmarks/performance/tflpzdtq

omlx version used

0.7.0 dev4