Alternatives and similar repositories for large-model-parallelism

Users that are interested in large-model-parallelism are comparing it to the libraries listed below

• r-three / git-theta
  git extension for {collaborative, communal, continual} model development
  ☆215Updated 10 months ago
• xrsrke / pipegoose
  Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*
  ☆87Updated last year
• ayaka14732 / llama-2-jax
  JAX implementation of the Llama 2 model
  ☆218Updated last year
• srush / GPTWorld
  A puzzle to learn about prompting
  ☆135Updated 2 years ago
• Sea-Snell / JAXSeq
  Train very large language models in Jax.
  ☆209Updated last year
• abacaj / train-with-fsdp
  ☆94Updated 2 years ago
• Sea-Snell / JAX_llama
  Inference code for LLaMA models in JAX
  ☆119Updated last year
• jxbz / agd
  Automatic gradient descent
  ☆213Updated 2 years ago
• stas00 / ml-ways
  ML/DL Math and Method notes
  ☆64Updated last year
• srush / raspy
  An interactive exploration of Transformer programming.
  ☆269Updated last year
• sangmichaelxie / cs324_p2
  Project 2 (Building Large Language Models) for Stanford CS324: Understanding and Developing Large Language Models (Winter 2022)
  ☆105Updated 2 years ago
• HenryNdubuaku / nanodl
  A Jax-based library for building transformers, includes implementations of GPT, Gemma, LlaMa, Mixtral, Whisper, SWin, ViT and more.
  ☆293Updated last year
• HomebrewML / HomebrewNLP-torch
  A case study of efficient training of large language models using commodity hardware.
  ☆68Updated 3 years ago
• rasbt / pytorch-memory-optim
  This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog po…
  ☆92Updated 2 years ago
• alvarobartt / safejax
  Serialize JAX, Flax, Haiku, or Objax model params with 🤗`safetensors`
  ☆46Updated last year
• drisspg / transformer_nuggets
  A place to store reusable transformer components of my own creation or found on the interwebs
  ☆60Updated 2 weeks ago
• AblateIt / finetune-study
  Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.
  ☆83Updated 2 years ago
• NousResearch / StripedHyenaTrainer
  ☆62Updated last year
• cloneofsimo / min-fsdp
  ☆91Updated last year
• RobertRiachi / nanoPALM
  ☆144Updated 2 years ago
• microsoft / mutransformers
  some common Huggingface transformers in maximal update parametrization (µP)
  ☆82Updated 3 years ago
• ClashLuke / tpucare
  Automatically take good care of your preemptible TPUs
  ☆36Updated 2 years ago
• dvruette / barrel-rec-pytorch
  ☆53Updated last year
• HomebrewML / Olmax
  HomebrewNLP in JAX flavour for maintable TPU-Training
  ☆50Updated last year
• cloneofsimo / min-max-gpt
  Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training
  ☆132Updated last year
• augustwester / transformer-xl
  A lightweight PyTorch implementation of the Transformer-XL architecture proposed by Dai et al. (2019)
  ☆37Updated 2 years ago
• epfml / llm-baselines
  nanoGPT-like codebase for LLM training
  ☆107Updated 4 months ago
• krandiash / quinine
  A library to create and manage configuration files, especially for machine learning projects.
  ☆79Updated 3 years ago
• llm-efficiency-challenge / neurips_llm_efficiency_challenge
  NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day
  ☆256Updated last year
• google-research / cascades
  Python library which enables complex compositions of language models such as scratchpads, chain of thought, tool use, selection-inference…
  ☆211Updated 4 months ago