thunlp / SparsingLaw
The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".
☆18Updated last month
Alternatives and similar repositories for SparsingLaw:
Users that are interested in SparsingLaw are comparing it to the libraries listed below
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆42Updated 2 months ago
- ☆38Updated 10 months ago
- Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆76Updated last month
- [EMNLP 2023]Context Compression for Auto-regressive Transformers with Sentinel Tokens☆22Updated last year
- Triton implement of bi-directional (non-causal) linear attention☆29Updated last week
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆60Updated 10 months ago
- ☆27Updated last month
- PyTorch implementation of StableMask (ICML'24)☆12Updated 6 months ago
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆27Updated 9 months ago
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆28Updated 6 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆37Updated 10 months ago
- A Closer Look into Mixture-of-Experts in Large Language Models☆41Updated 5 months ago
- Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…☆53Updated 2 weeks ago
- "Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding" Zhenyu Zhang, Runjin Chen, Shiw…☆25Updated 8 months ago
- Codebase for Instruction Following without Instruction Tuning☆33Updated 3 months ago
- Cascade Speculative Drafting☆28Updated 9 months ago
- Code for paper "Patch-Level Training for Large Language Models"☆74Updated last month
- Scaling Sparse Fine-Tuning to Large Language Models☆16Updated 11 months ago
- This repo is based on https://github.com/jiaweizzhao/GaLore☆23Updated 3 months ago
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆44Updated 5 months ago
- Lottery Ticket Adaptation☆37Updated last month
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆85Updated 2 months ago
- Beyond KV Caching: Shared Attention for Efficient LLMs☆13Updated 5 months ago
- Repo for ACL2023 Findings paper "Emergent Modularity in Pre-trained Transformers"☆21Updated last year
- [ICML 2023] "Data Efficient Neural Scaling Law via Model Reusing" by Peihao Wang, Rameswar Panda, Zhangyang Wang☆13Updated last year
- 32 times longer context window than vanilla Transformers and up to 4 times longer than memory efficient Transformers.☆43Updated last year
- Linear Attention Sequence Parallelism (LASP)☆64Updated 7 months ago
- ☆48Updated last week
- ☆31Updated this week
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆48Updated last year