tanganke / fusion_bench
FusionBench: A Comprehensive Benchmark/Toolkit of Deep Model Fusion
☆101Updated this week
Alternatives and similar repositories for fusion_bench:
Users that are interested in fusion_bench are comparing it to the libraries listed below
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆61Updated 2 months ago
- A curated list of Model Merging methods.☆89Updated 4 months ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.☆286Updated this week
- Awesome Learn From Model Beyond Fine-Tuning: A Survey☆53Updated last month
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆30Updated this week
- ☆10Updated 4 months ago
- ☆70Updated 2 weeks ago
- ☆49Updated 2 months ago
- [NeurIPS 2024 Spotlight] EMR-Merging: Tuning-Free High-Performance Model Merging☆42Updated 2 months ago
- Accepted LLM Papers in NeurIPS 2024☆32Updated 3 months ago
- Must-read Papers on Large Language Model (LLM) Continual Learning☆141Updated last year
- Awesome-Low-Rank-Adaptation☆61Updated 3 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆62Updated last month
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆47Updated last month
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆142Updated last month
- ☆40Updated last month
- Code for "Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal" (ACL 2024)☆11Updated 2 months ago
- Code for Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities (NeurIPS'24)☆14Updated last month
- Official Code for Paper: Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆65Updated 3 months ago
- Awesome Low-Rank Adaptation☆25Updated 4 months ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆39Updated 2 months ago
- A survey on harmful fine-tuning attack for large language model☆124Updated this week
- Survey on Data-centric Large Language Models☆72Updated 6 months ago
- ☆137Updated 4 months ago
- ☆121Updated 5 months ago
- Codes for Merging Large Language Models☆27Updated 5 months ago
- source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"☆31Updated 3 weeks ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆50Updated 9 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆53Updated 3 months ago
- ☆10Updated 9 months ago