Alternatives and similar repositories for peft-rosa

Users that are interested in peft-rosa are comparing it to the libraries listed below

• NathanGodey / qfilters
  Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)
  ☆35Updated 11 months ago
• SalesforceAIResearch / GemFilter
  ☆85Updated 2 months ago
• VITA-Group / WeLore
  [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications
  ☆52Updated 3 months ago
• VITA-Group / Q-GaLore
  Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
  ☆201Updated last year
• melisa-writer / short-transformers
  Prune transformer layers
  ☆74Updated last year
• kyleliang919 / Online-Subspace-Descent
  [NeurIPS 2024] Low rank memory efficient optimizer without SVD
  ☆33Updated 7 months ago
• wdlctc / mini-s
  ☆54Updated last year
• IST-DASLab / RoSA
  Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)
  ☆44Updated last year
• PiotrNawrot / nano-sparse-attention
  The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.
  ☆92Updated 6 months ago
• FasterDecoding / BitDelta
  ☆203Updated last year
• SeunghyunSEO / optimized_hf_llama_class_for_training
  ☆48Updated last year
• siyan-zhao / prepacking
  The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …
  ☆60Updated last year
• whyNLP / LCKV
  Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…
  ☆157Updated 10 months ago
• Joluck / MiSS
  MiSS is a novel PEFT method that features a low-rank structure but introduces a new update mechanism distinct from LoRA, achieving an exc…
  ☆30Updated last week
• frankxwang / dpo-prefix-sharing
  DPO, but faster 🚀
  ☆47Updated last year
• itsnamgyu / block-transformer
  Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)
  ☆163Updated 9 months ago
• chu-tianxiang / QuIP-for-all
  QuIP quantization
  ☆61Updated last year
• HanGuo97 / lq-lora
  ☆128Updated 2 years ago
• RobertCsordas / moeut
  ☆91Updated last year
• bminixhofer / tokenkit
  A toolkit implementing advanced methods to transfer models and model knowledge across tokenizers.
  ☆62Updated 7 months ago
• IST-DASLab / QuEST
  Work in progress.
  ☆79Updated 2 months ago
• bminixhofer / zett
  Code for Zero-Shot Tokenizer Transfer
  ☆142Updated last year
• HazyResearch / lolcats
  Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"
  ☆252Updated last year
• sanyalsunny111 / LLM-Inheritune
  [TMLR 2026] When Attention Collapses: How Degenerate Layers in LLMs Enable Smaller, Stronger Models
  ☆122Updated 11 months ago
• wuhy68 / Parameter-Efficient-MoE
  Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)
  ☆147Updated last year
• IST-DASLab / SparseFinetuning
  Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
  ☆42Updated 2 years ago
• RobertCsordas / moe_attention
  Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"
  ☆102Updated last year
• mengxiayu / LLMSuperWeight
  Code for studying the super weight in LLM
  ☆121Updated last year
• IST-DASLab / MicroAdam
  This repository contains code for the MicroAdam paper.
  ☆22Updated last year
• kjslag / spacebyte
  A byte-level decoder architecture that matches the performance of tokenized Transformers.
  ☆67Updated last year