JingXuTHU / Random-Masking-Finds-Winning-Tickets-for-Parameter-Efficient-Fine-tuningLinks
☆14Updated last year
Alternatives and similar repositories for Random-Masking-Finds-Winning-Tickets-for-Parameter-Efficient-Fine-tuning
Users that are interested in Random-Masking-Finds-Winning-Tickets-for-Parameter-Efficient-Fine-tuning are comparing it to the libraries listed below
Sorting:
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆111Updated 2 months ago
- This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).☆46Updated 2 years ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆29Updated this week
- Implementation of CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation☆23Updated 7 months ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆69Updated 6 months ago
- ☆74Updated 3 years ago
- ☆20Updated 10 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆46Updated 11 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆89Updated 10 months ago
- ☆51Updated last year
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆50Updated 11 months ago
- ☆139Updated last year
- ☆59Updated last year
- ☆58Updated 9 months ago
- Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆40Updated 5 months ago
- Code for paper "Parameter Efficient Multi-task Model Fusion with Partial Linearization"☆21Updated last year
- Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.☆119Updated last month
- An effective weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study uncovering how reasoning length…☆15Updated last month
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆35Updated last year
- ☆11Updated last month
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆63Updated 11 months ago
- ☆51Updated last year
- [ICLR 2025🔥] D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models☆20Updated 2 months ago
- Awesome-Low-Rank-Adaptation☆116Updated 11 months ago
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆49Updated last year
- ThinK: Thinner Key Cache by Query-Driven Pruning☆23Updated 7 months ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆104Updated 2 years ago
- Code accompanying the paper "Massive Activations in Large Language Models"☆179Updated last year
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated last year
- A curated list of Model Merging methods.☆92Updated last year