GraphPKU / PiSSA
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)
☆351Updated 3 months ago
Alternatives and similar repositories for PiSSA:
Users that are interested in PiSSA are comparing it to the libraries listed below
- ☆194Updated 6 months ago
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆322Updated last year
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆141Updated 3 months ago
- LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment☆331Updated last year
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆442Updated 6 months ago
- ☆218Updated 10 months ago
- ☆134Updated 9 months ago
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆409Updated last year
- [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation☆781Updated 7 months ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆607Updated last year
- ☆174Updated 9 months ago
- ☆257Updated last year
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆209Updated last year
- Codebase for Merging Language Models (ICML 2024)☆819Updated last year
- ☆183Updated 3 weeks ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆364Updated 3 months ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆123Updated last year
- ☆221Updated 11 months ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆484Updated 3 months ago
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆160Updated 8 months ago
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆395Updated 11 months ago
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆891Updated 2 months ago
- ☆194Updated 2 months ago
- Rectified Rotary Position Embeddings☆367Updated 11 months ago
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆960Updated 5 months ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.☆384Updated this week
- Implementation of DoRA☆294Updated 11 months ago
- TransMLA: Multi-Head Latent Attention Is All You Need☆247Updated this week
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆410Updated 3 weeks ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆116Updated last month