Alternatives and similar repositories for PiSSA

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

• Outsider565 / LoRA-GA
  ☆215Updated 2 weeks ago
• QingruZhang / AdaLoRA
  AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).
  ☆363Updated 2 years ago
• GCYZSL / MoLA
  ☆167Updated last year
• microsoft / rho
  Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.
  ☆451Updated last year
• NVlabs / DoRA
  [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
  ☆890Updated last year
• nikhilgsh / loraplus
  ☆229Updated last year
• TUDB-Labs / MoE-PEFT
  An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT
  ☆128Updated 9 months ago
• TUDB-Labs / MixLoRA
  State-of-the-art Parameter-Efficient MoE Fine-tuning Method
  ☆196Updated last year
• Clin0212 / HydraLoRA
  [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
  ☆234Updated last year
• Chongjie-Si / Subspace-Tuning
  A generalized framework for subspace tuning methods in parameter efficient fine-tuning.
  ☆162Updated 5 months ago
• Ablustrund / LoRAMoE
  LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment
  ☆389Updated last year
• cmnfriend / O-LoRA
  ☆193Updated last year
• Cohere-Labs-Community / parameter-efficient-moe
  ☆272Updated 2 years ago
• nbasyl / DoRA
  Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"
  ☆124Updated last year
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆632Updated last year
• GAIR-NLP / LIMR
  ☆213Updated 9 months ago
• princeton-nlp / LESS
  [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning
  ☆508Updated last year
• yongliang-wu / DFT
  [Preprint] On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification.
  ☆506Updated last month
• step-law / steplaw
  ☆208Updated last month
• jongwooko / distillm
  Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)
  ☆243Updated 9 months ago
• mrflogs / LoRA-Pro
  Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "
  ☆137Updated 8 months ago
• MuLabPKU / TransMLA
  TransMLA: Multi-Head Latent Attention Is All You Need (NeurIPS 2025 Spotlight)
  ☆415Updated 2 months ago
• ZubinGou / math-evaluation-harness
  A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨
  ☆270Updated last year
• hemingkx / TokenSkip
  [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs
  ☆194Updated last week
• yxli2123 / LoftQ
  ☆235Updated last year
• HKUNLP / DiffuLLaMA
  [ICLR2025] DiffuGPT and DiffuLLaMA: Scaling Diffusion Language Models via Adaptation from Autoregressive Models
  ☆347Updated 6 months ago
• nightdessert / Retrieval_Head
  open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality
  ☆222Updated last year
• Chaos96 / fourierft
  ☆151Updated last year
• EnnengYang / Awesome-Model-Merging-Methods-Theories-Applications
  Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
  ☆618Updated last week
• osehmathias / lisa
  LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
  ☆36Updated last year