tagged with apple-silicon
Displaying 1-2 of 2 total results

AgentC-Consulting

AgentC-Consulting/crystal-llm-structured-json

Get typed, schema-checked JSON from an LLM in Crystal, every time: structured outputs with llamero — OpenAI/Anthropic/Groq/OpenRouter with automatic failover, or local MLX inference on Apple Silicon. No Python, no llama.cpp, no GGUF.

crystal crystal-lang json-schema tutorial llm openai anthropic apple-silicon mlx structured-output
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  • about 1 hour ago
AgentC-Consulting

AgentC-Consulting/knowledge-packs

Fine-tune a small local model on your docs and prove it actually learned: versioned knowledge packs (curated sources + generated training JSONL + contamination-guarded held-out eval + JSON manifest), the packsmith Crystal CLI, MLX LoRA recipes for Apple Silicon, and measured before/after eval reports.

crystal amber-framework llm apple-silicon mlx evaluation fine-tuning knowledge-pack local-llm lora qlora synthetic-data
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  • about 1 hour ago