Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)
☆92Jul 25, 2023Updated 2 years ago
Alternatives and similar repositories for dataless-model-merging
Users that are interested in dataless-model-merging are comparing it to the libraries listed below
Sorting:
- ☆210Feb 3, 2024Updated 2 years ago
- Source code for a LoRA-based continual relation extraction method.☆14Sep 25, 2023Updated 2 years ago
- PyTorch codes for the paper "An Empirical Study of Multimodal Model Merging"☆37Oct 11, 2023Updated 2 years ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆47Oct 10, 2024Updated last year
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆99Oct 28, 2024Updated last year
- A curated list of Model Merging methods.☆95Dec 3, 2025Updated 3 months ago
- Editing Models with Task Arithmetic☆535Jan 11, 2024Updated 2 years ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Nov 26, 2023Updated 2 years ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.☆680Updated this week
- This repository is the implementation of the paper Training Free Pretrained Model Merging (CVPR2024).☆33Mar 5, 2024Updated last year
- Code for "Merging Text Transformers from Different Initializations"☆20Feb 2, 2025Updated last year
- FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion☆205Feb 6, 2026Updated 3 weeks ago
- AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning (Zhou et al.; TACL 2024)☆51Mar 17, 2024Updated last year
- A gym environment to train chatbots.☆21May 19, 2022Updated 3 years ago
- [NeurIPS 2022] Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings☆22Jan 30, 2023Updated 3 years ago
- The official implementation of the paper "Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset"(ICASSP 2…☆12Feb 19, 2023Updated 3 years ago
- Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]☆39May 28, 2024Updated last year
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆32Feb 18, 2026Updated 2 weeks ago
- On Transferability of Prompt Tuning for Natural Language Processing☆101May 3, 2024Updated last year
- Code for "Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning" (EMNLP 2022) and "Empowering Parameter-Efficient Transfer Learning…☆11Feb 6, 2023Updated 3 years ago
- The contrastive token loss function for reducing generative repetition of autoregressive neural language models.☆13May 11, 2022Updated 3 years ago
- ☆33Jul 8, 2024Updated last year
- Code to reproduce the experiments of the ICLR24-paper: "Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging"☆12Oct 14, 2025Updated 4 months ago
- An implementation of online data mixing for the Pile dataset, based on the GPT-NeoX library.☆13Jan 9, 2024Updated 2 years ago
- [ACL'22] Training-free Neural Architecture Search for RNNs and Transformers☆14May 26, 2024Updated last year
- Topic Model based on Pretrained Sentence Embeddings (with BERT)☆13Feb 8, 2023Updated 3 years ago
- CSS-LM: Contrastive Semi-supervised Fine-tuning of Pre-trained Language Models☆12Jul 1, 2023Updated 2 years ago
- code for promptCSE, emnlp 2022☆11Apr 10, 2023Updated 2 years ago
- ☆10Jul 27, 2018Updated 7 years ago
- WanJuan-CC是以CommonCrawl为基础,经过数据抽取,规则清洗,去重,安全过滤,质量清洗等步骤得到的高质量数据。☆14Apr 18, 2024Updated last year
- The official repository for the experiments included in the paper titled "Patch-level Routing in Mixture-of-Experts is Provably Sample-ef…☆14Feb 12, 2026Updated 2 weeks ago
- Package to align tokens from different tokenizations.☆16Mar 25, 2024Updated last year
- Adding new tasks to T0 without catastrophic forgetting☆33Oct 20, 2022Updated 3 years ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆77Mar 1, 2025Updated last year
- Code Implementation for "NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models" (EMNLP …☆17Oct 17, 2023Updated 2 years ago
- Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments (Zhou et al., EMNLP 2024)☆14Oct 3, 2024Updated last year
- [CVPR 2024] DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model☆19Apr 16, 2024Updated last year
- ☆16Jun 14, 2023Updated 2 years ago
- Apply methods described in "Git Re-basin"-paper [1] to arbitrary models --- [1] Ainsworth et al. (https://arxiv.org/abs/2209.04836)☆15Feb 23, 2026Updated last week