DRSY / KV_CompressionLinks
[EMNLP 2023]Context Compression for Auto-regressive Transformers with Sentinel Tokens
☆25Updated 2 years ago
Alternatives and similar repositories for KV_Compression
Users that are interested in KV_Compression are comparing it to the libraries listed below
Sorting:
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆40Updated last year
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆56Updated 2 years ago
- Code for paper "Patch-Level Training for Large Language Models"☆95Updated 3 weeks ago
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆55Updated 9 months ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Updated last year
- PyTorch implementation of StableMask (ICML'24)☆14Updated last year
- ☆18Updated last year
- ☆35Updated last year
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆43Updated 9 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆105Updated last month
- Long Context Extension and Generalization in LLMs☆62Updated last year
- Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]☆37Updated last year
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆55Updated last year
- ☆19Updated 11 months ago
- Code for ICML 25 paper "Metadata Conditioning Accelerates Language Model Pre-training (MeCo)"☆48Updated 5 months ago
- "Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding" Zhenyu Zhang, Runjin Chen, Shiw…☆30Updated last year
- Code and Model for NeurIPS 2024 Spotlight Paper "Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training…☆44Updated last year
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆76Updated 6 months ago
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆28Updated last year
- ☆85Updated 3 weeks ago
- FocusLLM: Scaling LLM’s Context by Parallel Decoding☆43Updated 11 months ago
- Codebase for Instruction Following without Instruction Tuning☆36Updated last year
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆52Updated last year
- [EMNLP'24] LongHeads: Multi-Head Attention is Secretly a Long Context Processor☆31Updated last year
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆28Updated last year
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆143Updated last year
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆63Updated 11 months ago
- Code for the EMNLP24 paper "A simple and effective L2 norm based method for KV Cache compression."☆17Updated 11 months ago
- [NeurIPS 2023] Make Your Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning☆33Updated 2 years ago