thunlp / Modularity-Analysis
Repo for ACL2023 Findings paper "Emergent Modularity in Pre-trained Transformers"
☆21Updated last year
Alternatives and similar repositories for Modularity-Analysis:
Users that are interested in Modularity-Analysis are comparing it to the libraries listed below
- Long Context Extension and Generalization in LLMs☆40Updated 3 months ago
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆42Updated last month
- ☆27Updated 2 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆38Updated 2 months ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆56Updated 3 months ago
- ☆36Updated 4 months ago
- Stick-breaking attention☆41Updated this week
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆48Updated last year
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆56Updated 2 months ago
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆41Updated 5 months ago
- A Closer Look into Mixture-of-Experts in Large Language Models☆41Updated 5 months ago
- ☆15Updated 2 months ago
- Test-time-training on nearest neighbors for large language models☆37Updated 9 months ago
- ☆56Updated 4 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆130Updated 3 months ago
- Sparse Backpropagation for Mixture-of-Expert Training☆27Updated 6 months ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆34Updated 9 months ago
- "Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding" Zhenyu Zhang, Runjin Chen, Shiw…☆25Updated 8 months ago
- [ICML‘2024] "LoCoCo: Dropping In Convolutions for Long Context Compression", Ruisi Cai, Yuandong Tian, Zhangyang Wang, Beidi Chen☆16Updated 4 months ago
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆25Updated 9 months ago
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆44Updated 6 months ago
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Updated 7 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆71Updated 7 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆88Updated last month
- Codebase for Instruction Following without Instruction Tuning☆33Updated 3 months ago
- ☆43Updated 5 months ago
- ☆24Updated 5 months ago
- ☆118Updated 5 months ago
- ☆78Updated 10 months ago
- Codebase for decoding compressed trust.☆22Updated 8 months ago