SalesforceAIResearch / ThinK
ThinK: Thinner Key Cache by Query-Driven Pruning
☆18Updated 2 months ago
Alternatives and similar repositories for ThinK:
Users that are interested in ThinK are comparing it to the libraries listed below
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Updated this week
- Code for "A Sober Look at Progress in Language Model Reasoning" paper☆36Updated last week
- Codes for Merging Large Language Models☆29Updated 8 months ago
- ☆74Updated this week
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆20Updated 10 months ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆36Updated last year
- Less is More: Task-aware Layer-wise Distillation for Language Model Compression (ICML2023)☆34Updated last year
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆43Updated 6 months ago
- ☆63Updated 5 months ago
- ☆129Updated 9 months ago
- Long Context Extension and Generalization in LLMs☆53Updated 7 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆36Updated 9 months ago
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆51Updated 2 years ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆66Updated 6 months ago
- ☆76Updated last week
- SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433☆26Updated 4 months ago
- LongSpec: Long-Context Speculative Decoding with Efficient Drafting and Verification☆50Updated last month
- Repo for ACL2023 Findings paper "Emergent Modularity in Pre-trained Transformers"☆23Updated last year
- ☆39Updated last month
- ☆20Updated 2 months ago
- ☆60Updated this week
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆53Updated 3 weeks ago
- ☆8Updated 7 months ago
- [ICML‘2024] "LoCoCo: Dropping In Convolutions for Long Context Compression", Ruisi Cai, Yuandong Tian, Zhangyang Wang, Beidi Chen☆16Updated 7 months ago
- ☆10Updated 11 months ago
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆29Updated 7 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆143Updated last month
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆120Updated 7 months ago
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆81Updated 10 months ago
- Test-time-training on nearest neighbors for large language models☆40Updated last year