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@@ -73,41 +73,6 @@ MTP ON low-context peak ~70 tok/s
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  These are local observations, not standardized benchmarks. Actual speed depends on prompt length, context length, oMLX version, generation settings, temperature, cache behavior, and Apple Silicon memory pressure.
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- Intended use
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- This model is intended for local oMLX / MLX inference, especially:
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- * local agent workflows
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- * coding assistant experiments
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- * Runtime v2 / Claude Code style local agent tasks
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- * long-context local reasoning and review
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- * Apple Silicon local inference testing
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- * oMLX native MTP experiments
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-
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- Not intended for
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- * production use without your own testing
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- * safety-critical decisions
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- * use as an official Qwen/QwOpus release
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- * non-MLX runtimes unless you know this format is supported
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- This is not GGUF, AWQ, GPTQ, or bitsandbytes format. It is an MLX safetensors conversion.
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- Suggested settings by task
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-
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- advisor / planning:
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- temperature: 0.3-0.4
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- top_p: 0.9-0.95
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- execute / coding / shell edits:
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- temperature: 0.1-0.2
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- top_p: 0.9-0.95
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- review:
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- temperature: 0.2-0.3
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- top_p: 0.9-0.95
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- archive / summary:
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- temperature: 0.3-0.5
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- top_p: 0.9-0.95
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-
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  Known notes
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  * Native MTP showed a measurable decode-speed improvement in local testing.
 
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  These are local observations, not standardized benchmarks. Actual speed depends on prompt length, context length, oMLX version, generation settings, temperature, cache behavior, and Apple Silicon memory pressure.
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  Known notes
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  * Native MTP showed a measurable decode-speed improvement in local testing.