QKeras: a quantization deep learning library for Tensorflow Keras
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Accessible large language models via k-bit quantization for PyTorch.
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
PyTorch native quantization for training and inference
Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
[MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
