Alternatives and similar repositories for fsdp_qlora

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

• myshell-ai / JetMoE
  Reaching LLaMA2 Performance with 0.1M Dollars
  ☆987Updated last year
• huggingface / optimum-nvidia
  ☆1,007Updated 8 months ago
• MDK8888 / GPTFast
  Accelerate your Hugging Face Transformers 7.6-9x. Native to Hugging Face and PyTorch.
  ☆685Updated last year
• Vahe1994 / AQLM
  Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.p…
  ☆1,296Updated 2 months ago
• lucidrains / self-rewarding-lm-pytorch
  Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI
  ☆1,399Updated last year
• jiaweizzhao / GaLore
  GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
  ☆1,610Updated 11 months ago
• nomic-ai / contrastors
  Train Models Contrastively in Pytorch
  ☆753Updated 6 months ago
• mistralai-sf24 / hackathon
  ☆446Updated last year
• uclaml / SPIN
  The official implementation of Self-Play Fine-Tuning (SPIN)
  ☆1,206Updated last year
• AI-Hypercomputer / maxtext
  A simple, performant and scalable Jax LLM!
  ☆1,927Updated this week
• huggingface / nanotron
  Minimalistic large language model 3D-parallelism training
  ☆2,267Updated last month
• S-LoRA / S-LoRA
  S-LoRA: Serving Thousands of Concurrent LoRA Adapters
  ☆1,859Updated last year
• facebookresearch / llm-transparency-tool
  LLM Transparency Tool (LLM-TT), an open-source interactive toolkit for analyzing internal workings of Transformer-based language models. …
  ☆841Updated 10 months ago
• mistralai / megablocks-public
  ☆865Updated last year
• huggingface / datatrove
  Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.
  ☆2,673Updated last week
• tomaarsen / attention_sinks
  Extend existing LLMs way beyond the original training length with constant memory usage, without retraining
  ☆722Updated last year
• dvmazur / mixtral-offloading
  Run Mixtral-8x7B models in Colab or consumer desktops
  ☆2,325Updated last year
• SqueezeAILab / LLMCompiler
  [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling
  ☆1,767Updated last year
• meta-pytorch / gpt-fast
  Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
  ☆6,128Updated last month
• mistralai / mistral-finetune
  ☆3,031Updated last year
• mobiusml / hqq
  Official implementation of Half-Quadratic Quantization (HQQ)
  ☆883Updated last month
• abacaj / fine-tune-mistral
  Fine-tune mistral-7B on 3090s, a100s, h100s
  ☆714Updated 2 years ago
• jquesnelle / yarn
  YaRN: Efficient Context Window Extension of Large Language Models
  ☆1,619Updated last year
• redotvideo / mamba-chat
  Mamba-Chat: A chat LLM based on the state-space model architecture 🐍
  ☆933Updated last year
• hao-ai-lab / LookaheadDecoding
  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
  ☆1,288Updated 7 months ago
• stanfordnlp / pyreft
  Stanford NLP Python library for Representation Finetuning (ReFT)
  ☆1,514Updated 8 months ago
• allenai / dolma
  Data and tools for generating and inspecting OLMo pre-training data.
  ☆1,329Updated 3 weeks ago
• mlfoundations / dclm
  DataComp for Language Models
  ☆1,375Updated last month
• likejazz / llama3.np
  llama3.np is a pure NumPy implementation for Llama 3 model.
  ☆989Updated 5 months ago
• carlini / yet-another-applied-llm-benchmark
  A benchmark to evaluate language models on questions I've previously asked them to solve.
  ☆1,032Updated 5 months ago