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1. vllm-project/vllm vllm-project/vllm Public

   A high-throughput and memory-efficient inference and serving engine for LLMs

   Python 75.3k 15.2k

2. vllm-project/llm-compressor vllm-project/llm-compressor Public

   Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM

   Python 3k 467

3. Quantization-and-Benchmarks Quantization-and-Benchmarks Public

   A comprehensive evaluation of quantization methods for LLM models, comparing BF16, FP8, and FP4 precision formats.

   Python

4. LocalPilot LocalPilot Public

   Autonomous ML research agent that reads papers, proposes experiments, and trains models on a single consumer GPU — zero cloud APIs.

   Python 8

5. O3earth O3earth Public

   Geospatial Site Suitability Assessment Using OlmoEarth Embeddings

   Python