Alternatives and similar repositories for GaLore:

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

• XueFuzhao / OpenMoE
  A family of open-sourced Mixture-of-Experts (MoE) Large Language Models
  ☆1,499Updated last year
• uclaml / SPIN
  The official implementation of Self-Play Fine-Tuning (SPIN)
  ☆1,143Updated 11 months ago
• myshell-ai / JetMoE
  Reaching LLaMA2 Performance with 0.1M Dollars
  ☆982Updated 8 months ago
• hao-ai-lab / LookaheadDecoding
  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
  ☆1,236Updated last month
• huggingface / nanotron
  Minimalistic large language model 3D-parallelism training
  ☆1,786Updated this week
• FasterDecoding / Medusa
  Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
  ☆2,489Updated 9 months ago
• pytorch / torchtitan
  A PyTorch native library for large model training
  ☆3,587Updated this week
• jzhang38 / EasyContext
  Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
  ☆715Updated 6 months ago
• AnswerDotAI / fsdp_qlora
  Training LLMs with QLoRA + FSDP
  ☆1,466Updated 5 months ago
• microsoft / Samba
  [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
  ☆860Updated last month
• lucidrains / self-rewarding-lm-pytorch
  Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI
  ☆1,377Updated last year
• S-LoRA / S-LoRA
  S-LoRA: Serving Thousands of Concurrent LoRA Adapters
  ☆1,816Updated last year
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆600Updated last year
• mit-han-lab / llm-awq
  [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
  ☆2,922Updated this week
• locuslab / wanda
  A simple and effective LLM pruning approach.
  ☆735Updated 8 months ago
• huggingface / lighteval
  Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends
  ☆1,414Updated this week
• jquesnelle / yarn
  YaRN: Efficient Context Window Extension of Large Language Models
  ☆1,463Updated 11 months ago
• fla-org / flash-linear-attention
  🚀 Efficient implementations of state-of-the-art linear attention models in Torch and Triton
  ☆2,250Updated this week
• SafeAILab / EAGLE
  Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3.
  ☆1,169Updated this week
• Vahe1994 / AQLM
  Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.p…
  ☆1,239Updated last month
• allenai / open-instruct
  AllenAI's post-training codebase
  ☆2,888Updated this week
• stanfordnlp / pyreft
  Stanford NLP Python library for Representation Finetuning (ReFT)
  ☆1,454Updated 2 months ago
• pytorch / ao
  PyTorch native quantization and sparsity for training and inference
  ☆1,954Updated this week
• lucidrains / ring-attention-pytorch
  Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch
  ☆510Updated 5 months ago
• microsoft / MInference
  [NeurIPS'24 Spotlight, ICLR'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which r…
  ☆969Updated last week
• princeton-nlp / MeZO
  [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333
  ☆1,099Updated last year
• HazyResearch / m2
  Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"
  ☆549Updated 3 months ago
• haoliuhl / ringattention
  Large Context Attention
  ☆700Updated 2 months ago
• eric-mitchell / direct-preference-optimization
  Reference implementation for DPO (Direct Preference Optimization)
  ☆2,512Updated 8 months ago
• mobiusml / hqq
  Official implementation of Half-Quadratic Quantization (HQQ)
  ☆784Updated this week