{"library":"compressed-tensors","type":"library","category":null,"description":"Compressed Tensors is a Python library designed for the efficient utilization and storage of compressed safetensors of neural network models. It provides tools for quantization, compression, and handling various compression schemes. The current version is 0.15.0, and the project maintains an active release cadence, frequently pushing minor updates and bug fixes.","language":"python","status":"active","version":"0.15.0","tags":["AI","ML","compression","quantization","neural networks","safetensors","vllm"],"last_verified":"Wed May 20","install":[{"cmd":"pip install compressed-tensors","imports":["from compressed_tensors.config import CompressionConfig","from compressed_tensors.dispatch import dispatch_model","from compressed_tensors.quantization import QuantizationScheme","from compressed_tensors.compressors import SparseGPT"]},{"cmd":"pip install 'compressed-tensors[accelerate]'","imports":[]}],"homepage":null,"github":"https://github.com/vllm-project/compressed-tensors","docs":null,"changelog":null,"pypi":"https://pypi.org/project/compressed-tensors/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":20,"avg_install_s":79.2,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/compressed-tensors/compatibility"}}