SalesforceAIResearch / ThinKLinks
ThinK: Thinner Key Cache by Query-Driven Pruning
☆24Updated 8 months ago
Alternatives and similar repositories for ThinK
Users that are interested in ThinK are comparing it to the libraries listed below
Sorting:
- ☆22Updated 11 months ago
- A Sober Look at Language Model Reasoning☆87Updated last month
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆21Updated last year
- [ICLR 2025🔥] D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models☆24Updated 4 months ago
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆97Updated 4 months ago
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆67Updated 3 months ago
- ☆105Updated last month
- ☆140Updated last year
- ☆38Updated last year
- The official implementation for [NeurIPS2025 Oral] Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink…☆101Updated last month
- [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models☆108Updated last year
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆62Updated last year
- ☆26Updated 3 months 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
- Code accompanying the paper "Massive Activations in Large Language Models"☆184Updated last year
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆35Updated last year
- ☆76Updated 11 months ago
- Codes for Merging Large Language Models☆33Updated last year
- Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆44Updated 7 months ago
- ☆48Updated 11 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 6 months ago
- ☆45Updated last month
- Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation, ICML 2024☆21Updated last year
- ☆18Updated 11 months ago
- Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.☆131Updated 3 months ago
- 🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training☆88Updated 11 months ago
- Official Pytorch Implementation of "Outlier-weighed Layerwise Sampling for LLM Fine-tuning" by Pengxiang Li, Lu Yin, Xiaowei Gao, Shiwei …☆34Updated 5 months ago
- Implementation of CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation☆24Updated 8 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆86Updated 8 months ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆132Updated 4 months ago