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pmetal ★ 320 26 APPLICATION

PMetal is a comprehensive machine learning framework specifically optimized for Apple Silicon hardware. It provides a complete suite for LLM training, fine-tuning, inference, and deployment through multiple interfaces (CLI, TUI, GUI, Python SDK, and REST API). The framework leverages Apple-specific technologies like Metal GPU, ANE, and UltraFusion for performance optimization while supporting standard ML workflows including LoRA/QLoRA fine-tuning, knowledge distillation, model merging, and quantization to formats like GGUF. The architecture follows a modular workspace design with over 20 specialized crates handling different aspects of the ML lifecycle, unified through a job specification system and configuration framework.

RATING: 8.3/10 MAINT: active DRIFT: medium

#machine-learning #llm-framework #apple-silicon #metal-gpu #lora-finetuning #model-quantization #distributed-training #knowledge-distillation #cli-tool #gui-application #ai #llm-inference #llm-training #metal #mlx #ane #distillation #tui #deep-learning #fine-tuning #gguf #inference-server #llm #lora #macos #qlora #quantization #transformers

turbomcp ★ 0 0 UNKNOWN

RATING: N/A/10 MAINT: unknown DRIFT: unknown

turbovault ★ 0 0 UNKNOWN

RATING: N/A/10 MAINT: unknown DRIFT: unknown

treemd ★ 0 0 UNKNOWN

RATING: N/A/10 MAINT: unknown DRIFT: unknown

MCPSafari ★ 0 0 UNKNOWN

RATING: N/A/10 MAINT: unknown DRIFT: unknown

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