SalesforceAIResearch / ThinKLinks
ThinK: Thinner Key Cache by Query-Driven Pruning
☆27Updated last year
Alternatives and similar repositories for ThinK
Users that are interested in ThinK are comparing it to the libraries listed below
Sorting:
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆73Updated 6 months ago
- A Sober Look at Language Model Reasoning☆92Updated 2 months ago
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆21Updated last year
- ☆143Updated last year
- ☆39Updated last year
- ☆120Updated last week
- [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models☆114Updated last year
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆103Updated 7 months ago
- ☆23Updated last year
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆36Updated last year
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆154Updated 7 months ago
- ☆78Updated last year
- [ICLR 2025🔥] D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models☆27Updated 7 months ago
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆69Updated 2 years ago
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆50Updated last year
- ☆49Updated last year
- Implementation of CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation☆25Updated 11 months ago
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆229Updated last year
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆246Updated 4 months ago
- AnchorAttention: Improved attention for LLMs long-context training☆213Updated last year
- ☆11Updated last year
- [COLM 2025] SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆51Updated 10 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆46Updated last year
- Codes for Merging Large Language Models☆35Updated last year
- ☆63Updated 2 years ago
- ☆53Updated last year
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆201Updated 2 months ago
- ☆27Updated 2 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆109Updated 4 months ago
- Less is More: Task-aware Layer-wise Distillation for Language Model Compression (ICML2023)☆40Updated 2 years ago