facebookresearch / fairscaleLinks
PyTorch extensions for high performance and large scale training.
☆3,397Updated 9 months ago
Alternatives and similar repositories for fairscale
Users that are interested in fairscale are comparing it to the libraries listed below
Sorting:
- Transformer related optimization, including BERT, GPT☆6,392Updated last year
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,152Updated this week
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,981Updated this week
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,248Updated this week
- Enabling PyTorch on XLA Devices (e.g. Google TPU)☆2,748Updated last month
- maximal update parametrization (µP)☆1,673Updated last year
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,486Updated this week
- Mesh TensorFlow: Model Parallelism Made Easier☆1,625Updated 2 years ago
- 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…☆1,586Updated last week
- Foundation Architecture for (M)LLMs☆3,132Updated last year
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆1,008Updated last year
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆2,224Updated 5 months ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆1,433Updated last year
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,688Updated last year
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆3,279Updated 3 weeks ago
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,405Updated last week
- A fast MoE impl for PyTorch☆1,831Updated last year
- Tutel MoE: Optimized Mixture-of-Experts Library, Support GptOss/DeepSeek/Kimi-K2/Qwen3 using FP8/NVFP4/MXFP4☆962Updated last month
- TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.☆1,012Updated this week
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,072Updated last year
- Make huge neural nets fit in memory☆2,830Updated 5 years ago
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,092Updated 7 months ago
- Library for 8-bit optimizers and quantization routines.☆780Updated 3 years ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,990Updated last year
- Profiling and inspecting memory in pytorch☆1,077Updated 5 months ago
- Pytorch library for fast transformer implementations☆1,762Updated 2 years ago
- Accessible large language models via k-bit quantization for PyTorch.☆7,939Updated 2 weeks ago
- functorch is JAX-like composable function transforms for PyTorch.☆1,436Updated 5 months ago
- ☆2,948Updated 3 weeks ago
- Ongoing research training transformer models at scale☆15,162Updated this week