runtime-skills
Universal Runtime Skills
Best practices and code review checklists for the Universal Runtime - LlamaFarm's local ML inference server.
Overview
The Universal Runtime provides OpenAI-compatible endpoints for HuggingFace models:
- Text generation (Causal LMs: GPT, Llama, Mistral, Qwen)
- Text embeddings (BERT, sentence-transformers, ModernBERT)
- Classification, NER, and reranking
- OCR and document understanding
- Anomaly detection
Directory: runtimes/universal/
Python: 3.11+
Key Dependencies: PyTorch, Transformers, FastAPI, llama-cpp-python
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