ailiance

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MLX fine-tuning toolkit for Mac Studio M3 Ultra 512 GB — distill Claude Opus reasoning into Mistral Large 123B for the ailiance LLM stack.

lora mlx fine-tuning distillation apple-silicon mac-studio qlora qwen ailiance

ailiance fine-tuning pipeline — model training, evaluation, registry (Unsloth, LoRA).

stm32 lora kicad fine-tuning peft sft qwen unsloth ailiance hardware-llm

Frontend cockpit for L'Électron Rare's LLM fleet — public showcase + Tailscale-only admin (FastAPI + Vite + React 19)

react observability fastapi model-registry eu-sovereign llm-cockpit ailiance

Benchmarking MLX pour modèles open-source et fine-tunes Ailiance (gsm8k, arc, mmlu_pro, perplexité 5 niches)

benchmark mlx apple-silicon eu-ai-act lm-eval ailiance lora-evaluation

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