Alternatives and similar repositories for transformer-deploy:

Users that are interested in transformer-deploy are comparing it to the libraries listed below

• 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…
  ☆1,564Updated last year
• bigscience-workshop / bigscience
  Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.
  ☆990Updated 8 months ago
• microsoft / fastformers
  FastFormers - highly efficient transformer models for NLU
  ☆705Updated 3 weeks ago
• Ki6an / fastT5
  ⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.
  ☆579Updated last year
• deepspeedai / DeepSpeed-MII
  MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
  ☆2,002Updated 3 weeks ago
• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,298Updated last week
• triton-inference-server / pytriton
  PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.
  ☆786Updated 2 months ago
• pytorch / torchdynamo
  A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
  ☆1,038Updated 11 months ago
• bigscience-workshop / Megatron-DeepSpeed
  Ongoing research training transformer language models at scale, including: BERT & GPT-2
  ☆1,382Updated last year
• huggingface / optimum
  🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…
  ☆2,845Updated this week
• Tencent / TurboTransformers
  a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
  ☆1,518Updated last week
• facebookresearch / bitsandbytes
  Library for 8-bit optimizers and quantization routines.
  ☆716Updated 2 years ago
• tunib-ai / parallelformers
  Parallelformers: An Efficient Model Parallelization Toolkit for Deployment
  ☆785Updated last year
• triton-inference-server / fastertransformer_backend
  ☆411Updated last year
• huggingface / transformers-bloom-inference
  Fast Inference Solutions for BLOOM
  ☆561Updated 6 months ago
• NVIDIA / FasterTransformer
  Transformer related optimization, including BERT, GPT
  ☆6,123Updated last year
• huggingface / nn_pruning
  Prune a model while finetuning or training.
  ☆402Updated 2 years ago
• lucidrains / RETRO-pytorch
  Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
  ☆861Updated last year
• IST-DASLab / gptq
  Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
  ☆2,077Updated last year
• Lightning-Universe / lightning-transformers
  Flexible components pairing 🤗 Transformers with Pytorch Lightning
  ☆609Updated 2 years ago
• criteo / autofaiss
  Automatically create Faiss knn indices with the most optimal similarity search parameters.
  ☆850Updated 10 months ago
• facebookresearch / cc_net
  Tools to download and cleanup Common Crawl data
  ☆998Updated last year
• allenai / RL4LMs
  A modular RL library to fine-tune language models to human preferences
  ☆2,297Updated last year
• flexflow / flexflow-train
  Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training
  ☆1,783Updated last week
• pytorch / TensorRT
  PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
  ☆2,725Updated this week
• BlackSamorez / tensor_parallel
  Automatically split your PyTorch models on multiple GPUs for training & inference
  ☆652Updated last year
• JonasGeiping / cramming
  Cramming the training of a (BERT-type) language model into limited compute.
  ☆1,327Updated 10 months ago
• webdataset / webdataset
  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
  ☆2,551Updated 2 months ago
• microsoft / torchscale
  Foundation Architecture for (M)LLMs
  ☆3,068Updated last year
• deepspeedai / Megatron-DeepSpeed
  Ongoing research training transformer language models at scale, including: BERT & GPT-2
  ☆2,044Updated 3 weeks ago