Alternatives and similar repositories for bigscience

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

• bigscience-workshop / Megatron-DeepSpeed
  Ongoing research training transformer language models at scale, including: BERT & GPT-2
  ☆1,426Updated last year
• huggingface / transformers-bloom-inference
  Fast Inference Solutions for BLOOM
  ☆565Updated last year
• lucidrains / RETRO-pytorch
  Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
  ☆875Updated 2 years ago
• google-research / FLAN
  ☆1,557Updated last week
• lucidrains / PaLM-pytorch
  Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways
  ☆827Updated 3 years ago
• bigscience-workshop / xmtf
  Crosslingual Generalization through Multitask Finetuning
  ☆537Updated last year
• 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…
  ☆1,584Updated last year
• epfLLM / Megatron-LLM
  distributed trainer for LLMs
  ☆587Updated last year
• facebookresearch / cc_net
  Tools to download and cleanup Common Crawl data
  ☆1,037Updated 2 years ago
• EleutherAI / the-pile
  ☆1,622Updated 2 years ago
• allenai / natural-instructions
  Expanding natural instructions
  ☆1,028Updated 2 years ago
• deepspeedai / Megatron-DeepSpeed
  Ongoing research training transformer language models at scale, including: BERT & GPT-2
  ☆2,208Updated 4 months ago
• google / seqio
  Task-based datasets, preprocessing, and evaluation for sequence models.
  ☆591Updated last month
• ELS-RD / transformer-deploy
  Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀
  ☆1,688Updated last year
• google-research / deduplicate-text-datasets
  ☆1,256Updated last year
• stanford-crfm / mistral
  Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging F…
  ☆576Updated 2 years ago
• ofirpress / attention_with_linear_biases
  Code for the ALiBi method for transformer language models (ICLR 2022)
  ☆547Updated 2 years ago
• tunib-ai / parallelformers
  Parallelformers: An Efficient Model Parallelization Toolkit for Deployment
  ☆792Updated 2 years ago
• BlackSamorez / tensor_parallel
  Automatically split your PyTorch models on multiple GPUs for training & inference
  ☆657Updated last year
• huggingface / large_language_model_training_playbook
  An open collection of implementation tips, tricks and resources for training large language models
  ☆490Updated 2 years ago
• bigscience-workshop / data-preparation
  Code used for sourcing and cleaning the BigScience ROOTS corpus
  ☆317Updated 2 years ago
• google-research / prompt-tuning
  Original Implementation of Prompt Tuning from Lester, et al, 2021
  ☆700Updated 9 months ago
• huggingface / llm_training_handbook
  An open collection of methodologies to help with successful training of large language models.
  ☆545Updated last year
• JonasGeiping / cramming
  Cramming the training of a (BERT-type) language model into limited compute.
  ☆1,355Updated last year
• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,392Updated 8 months ago
• facebookresearch / bitsandbytes
  Library for 8-bit optimizers and quantization routines.
  ☆780Updated 3 years ago
• hao-ai-lab / LookaheadDecoding
  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
  ☆1,310Updated 9 months ago
• microsoft / mup
  maximal update parametrization (µP)
  ☆1,640Updated last year
• triton-inference-server / fastertransformer_backend
  ☆413Updated 2 years ago
• bigscience-workshop / t-zero
  Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)
  ☆463Updated 3 years ago