kernelmachine / balanced-kmeansLinks
☆21Updated last year
Alternatives and similar repositories for balanced-kmeans
Users that are interested in balanced-kmeans are comparing it to the libraries listed below
Sorting:
- Long Context Extension and Generalization in LLMs☆61Updated last year
- ☆140Updated last year
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆55Updated 8 months ago
- Code for the preprint "Cache Me If You Can: How Many KVs Do You Need for Effective Long-Context LMs?"☆46Updated 2 months ago
- Kinetics: Rethinking Test-Time Scaling Laws☆80Updated 3 months ago
- [ICML‘2024] "LoCoCo: Dropping In Convolutions for Long Context Compression", Ruisi Cai, Yuandong Tian, Zhangyang Wang, Beidi Chen☆17Updated last year
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆68Updated 10 months ago
- ☆55Updated 4 months ago
- ☆65Updated last year
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆64Updated last year
- [ICML2024 Spotlight] Fine-Tuning Pre-trained Large Language Models Sparsely☆22Updated last year
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆38Updated last year
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆28Updated last year
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆95Updated 3 months ago
- [ICLR 2025] MiniPLM: Knowledge Distillation for Pre-Training Language Models☆60Updated 10 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
- ☆20Updated 6 months ago
- ☆19Updated 9 months ago
- ☆48Updated last year
- This package implements THOR: Transformer with Stochastic Experts.☆65Updated 4 years ago
- ☆33Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆49Updated last year
- ☆61Updated 2 years ago
- Test-time-training on nearest neighbors for large language models☆46Updated last year
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆155Updated 6 months ago
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆63Updated last year
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆66Updated 6 months ago
- ☆76Updated last year
- Simple and efficient pytorch-native transformer training and inference (batched)☆78Updated last year
- Dynamic Context Selection for Efficient Long-Context LLMs☆40Updated 4 months ago