Alternatives and similar repositories for bitsandbytes

Users that are interested in bitsandbytes are comparing it to the libraries listed below

• huggingface / pytorch_block_sparse
  Fast Block Sparse Matrices for Pytorch
  ☆550Updated 5 years ago
• huggingface / nn_pruning
  Prune a model while finetuning or training.
  ☆406Updated 3 years ago
• ELS-RD / kernl
  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…
  ☆1,587Updated last week
• pytorch / torchdynamo
  A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
  ☆1,072Updated last year
• NVIDIA / PyProf
  A GPU performance profiling tool for PyTorch models
  ☆510Updated 4 years ago
• lucidrains / triton-transformer
  Implementation of a Transformer, but completely in Triton
  ☆279Updated 3 years ago
• microsoft / fastformers
  FastFormers - highly efficient transformer models for NLU
  ☆709Updated 10 months ago
• kaiyuyue / torchshard
  Slicing a PyTorch Tensor Into Parallel Shards
  ☆300Updated 7 months ago
• Lightning-Universe / lightning-transformers
  Flexible components pairing 🤗 Transformers with Pytorch Lightning
  ☆612Updated 3 years ago
• pytorch / ort
  Accelerate PyTorch models with ONNX Runtime
  ☆367Updated this week
• BlackHC / toma
  Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory
  ☆438Updated last year
• pytorch / functorch
  functorch is JAX-like composable function transforms for PyTorch.
  ☆1,436Updated 5 months ago
• archinetai / surgeon-pytorch
  A library to inspect and extract intermediate layers of PyTorch models.
  ☆476Updated 3 years ago
• tunib-ai / parallelformers
  Parallelformers: An Efficient Model Parallelization Toolkit for Deployment
  ☆791Updated 2 years ago
• ELS-RD / transformer-deploy
  Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀
  ☆1,688Updated last year
• JonasGeiping / cramming
  Cramming the training of a (BERT-type) language model into limited compute.
  ☆1,361Updated last year
• meta-pytorch / data
  A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
  ☆1,247Updated this week
• facebookresearch / recipes
  Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research…
  ☆340Updated this week
• Stonesjtu / pytorch_memlab
  Profiling and inspecting memory in pytorch
  ☆1,077Updated 5 months ago
• pytorch / nestedtensor
  [Prototype] Tools for the concurrent manipulation of variably sized Tensors.
  ☆250Updated 3 years ago
• cybertronai / pytorch-lamb
  Implementation of https://arxiv.org/abs/1904.00962
  ☆377Updated 5 years ago
• prigoyal / pytorch_memonger
  Experimental ground for optimizing memory of pytorch models
  ☆366Updated 7 years ago
• AminRezaei0x443 / memory-efficient-attention
  Memory Efficient Attention (O(sqrt(n)) for Jax and PyTorch
  ☆184Updated 3 years ago
• ofirpress / attention_with_linear_biases
  Code for the ALiBi method for transformer language models (ICLR 2022)
  ☆549Updated 2 years ago
• lucidrains / memory-efficient-attention-pytorch
  Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"
  ☆390Updated 2 years ago
• microsoft / mup
  maximal update parametrization (µP)
  ☆1,672Updated last year
• bigscience-workshop / bigscience
  Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.
  ☆1,008Updated last year
• google-research / long-range-arena
  Long Range Arena for Benchmarking Efficient Transformers
  ☆776Updated 2 years ago
• PhilJd / contiguous_pytorch_params
  Accelerate training by storing parameters in one contiguous chunk of memory.
  ☆294Updated 5 years ago
• google / flaxformer
  ☆367Updated last year