huggingface / safetensors
Simple, safe way to store and distribute tensors
☆3,255Updated this week
Alternatives and similar repositories for safetensors:
Users that are interested in safetensors are comparing it to the libraries listed below
- Accessible large language models via k-bit quantization for PyTorch.☆6,972Updated this week
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆2,874Updated last week
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,633Updated last month
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆9,457Updated last week
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,566Updated last year
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆8,673Updated last week
- Transformer related optimization, including BERT, GPT☆6,147Updated last year
- Fast and memory-efficient exact attention☆17,259Updated last week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,831Updated 3 weeks ago
- PyTorch native quantization and sparsity for training and inference☆2,015Updated this week
- PyTorch native post-training library☆5,154Updated this week
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆2,475Updated 8 months ago
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆3,135Updated this week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,009Updated last month
- Large Language Model Text Generation Inference☆10,081Updated last week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆2,984Updated 3 weeks ago
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper, Ada and Bla…☆2,393Updated this week
- Tools for merging pretrained large language models.☆5,628Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,417Updated 10 months ago
- PyTorch extensions for high performance and large scale training.☆3,309Updated last week
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,637Updated last year
- 4 bits quantization of LLaMA using GPTQ☆3,049Updated 9 months ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,145Updated this week
- ☆4,077Updated 11 months ago
- Tensor library for machine learning☆12,445Updated this week
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,099Updated last year
- Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs.☆1,890Updated this week
- Development repository for the Triton language and compiler☆15,447Updated this week
- Ongoing research training transformer models at scale☆12,261Updated this week
- Train transformer language models with reinforcement learning.☆13,624Updated this week