Alternatives and similar repositories for PiSSA:

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

• Outsider565 / LoRA-GA
  ☆182Updated 5 months ago
• QingruZhang / AdaLoRA
  AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).
  ☆305Updated last year
• yxli2123 / LoftQ
  ☆220Updated 9 months ago
• Chongjie-Si / Subspace-Tuning
  A generalized framework for subspace tuning methods in parameter efficient fine-tuning.
  ☆130Updated last month
• NVlabs / DoRA
  [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
  ☆740Updated 5 months ago
• microsoft / rho
  Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.
  ☆405Updated 11 months ago
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆597Updated last year
• neelsjain / NEFTune
  Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning
  ☆393Updated 10 months ago
• pkunlp-icler / FastV
  [ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Langua…
  ☆384Updated 2 months ago
• nbasyl / DoRA
  Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"
  ☆123Updated 10 months ago
• Ablustrund / LoRAMoE
  LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment
  ☆306Updated 10 months ago
• for-ai / parameter-efficient-moe
  ☆253Updated last year
• dvlab-research / Step-DPO
  Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"
  ☆357Updated 2 months ago
• cmnfriend / O-LoRA
  ☆170Updated 8 months ago
• GCYZSL / MoLA
  ☆127Updated 8 months ago
• catid / dora
  Implementation of DoRA
  ☆290Updated 9 months ago
• bojone / rerope
  Rectified Rotary Position Embeddings
  ☆360Updated 10 months ago
• jongwooko / distillm
  Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)
  ☆201Updated last week
• pprp / Awesome-LLM-Prune
  Awesome list for LLM pruning.
  ☆212Updated 3 months ago
• mrflogs / LoRA-Pro
  Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "
  ☆106Updated last week
• nikhil-ghosh-berkeley / loraplus
  ☆211Updated 8 months ago
• princeton-nlp / LESS
  [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning
  ☆421Updated 5 months ago
• princeton-nlp / SimPO
  [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward
  ☆850Updated last month
• kongds / MoRA
  MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning
  ☆353Updated 7 months ago
• ZubinGou / math-evaluation-harness
  A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨
  ☆189Updated 10 months ago
• HKUNLP / ChunkLlama
  [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"
  ☆393Updated 5 months ago
• Clin0212 / HydraLoRA
  [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
  ☆175Updated 3 months ago
• Chaos96 / fourierft
  ☆142Updated 6 months ago