VITA-Group / LoCoCoLinks
[ICML‘2024] "LoCoCo: Dropping In Convolutions for Long Context Compression", Ruisi Cai, Yuandong Tian, Zhangyang Wang, Beidi Chen
☆17Updated last year
Alternatives and similar repositories for LoCoCo
Users that are interested in LoCoCo are comparing it to the libraries listed below
Sorting:
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆55Updated 8 months ago
- Code for the EMNLP24 paper "A simple and effective L2 norm based method for KV Cache compression."☆17Updated 10 months ago
- Long Context Extension and Generalization in LLMs☆62Updated last year
- Kinetics: Rethinking Test-Time Scaling Laws☆81Updated 3 months ago
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆55Updated 2 years ago
- [ICML2024 Spotlight] Fine-Tuning Pre-trained Large Language Models Sparsely☆22Updated last year
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆35Updated last week
- Test-time-training on nearest neighbors for large language models☆46Updated last year
- Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]☆35Updated last year
- ☆85Updated 9 months ago
- ☆17Updated 2 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆102Updated 2 weeks ago
- ☆30Updated 2 years ago
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆28Updated last year
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆63Updated last year
- Beyond KV Caching: Shared Attention for Efficient LLMs☆19Updated last year
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆96Updated 4 months ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆38Updated last year
- Repo for ACL2023 Findings paper "Emergent Modularity in Pre-trained Transformers"☆25Updated 2 years ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆142Updated last year
- ☆38Updated last year
- Code for "Reasoning to Learn from Latent Thoughts"☆121Updated 6 months ago
- ☆44Updated 3 weeks ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆55Updated 8 months ago
- [NeurIPS 2024] Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study☆55Updated 11 months ago
- Codebase for Instruction Following without Instruction Tuning☆36Updated last year
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Updated 6 months ago
- The official implementation for [NeurIPS2025 Oral] Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink…☆95Updated last month
- ☆62Updated 3 months ago
- Exploration of automated dataset selection approaches at large scales.☆47Updated 7 months ago