ruz048 / AutoLoRALinks
☆10Updated last year
Alternatives and similar repositories for AutoLoRA
Users that are interested in AutoLoRA are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆90Updated last year
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆196Updated 2 weeks ago
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆196Updated last year
- ☆57Updated 5 months ago
- ☆169Updated last year
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆235Updated last week
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆98Updated 10 months ago
- ☆55Updated 6 months ago
- 📜 Paper list on decoding methods for LLMs and LVLMs☆67Updated last month
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆86Updated 6 months ago
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆128Updated 9 months ago
- ☆70Updated 8 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆71Updated 8 months ago
- Implementation code for ACL2024:Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆14Updated last year
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆88Updated 10 months ago
- [COLM 2025] SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆47Updated 8 months ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆177Updated 5 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆92Updated 2 months ago
- ☆292Updated 5 months ago
- ☆189Updated 7 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆254Updated 4 months ago
- Official implementation of the ICLR paper "Streamlining Redundant Layers to Compress Large Language Models"☆35Updated 7 months ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆235Updated last year
- [SIGIR'24] The official implementation code of MOELoRA.☆186Updated last year
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆46Updated last year
- [ICLR 2025] Language Imbalance Driven Rewarding for Multilingual Self-improving☆24Updated 3 months ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆37Updated 5 months ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆31Updated 2 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆97Updated last year
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)☆380Updated 2 months ago