ylsung / rsqLinks
Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"
☆18Updated last month
Alternatives and similar repositories for rsq
Users that are interested in rsq are comparing it to the libraries listed below
Sorting:
- ☆28Updated 11 months ago
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆31Updated last year
- ☆41Updated 8 months ago
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆28Updated last year
- ☆22Updated 3 months ago
- Kinetics: Rethinking Test-Time Scaling Laws☆30Updated 3 weeks ago
- The evaluation framework for training-free sparse attention in LLMs☆82Updated 3 weeks ago
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆65Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆46Updated 8 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- Work in progress.☆70Updated 2 weeks ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆74Updated 8 months ago
- This repository contains code for the MicroAdam paper.☆20Updated 7 months ago
- ☆116Updated last month
- ☆26Updated 8 months ago
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆89Updated 7 months ago
- An unofficial implementation of "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆35Updated last year
- Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆36Updated 5 months ago
- DPO, but faster 🚀☆43Updated 7 months ago
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆89Updated 3 weeks ago
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆42Updated last year
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- Beyond KV Caching: Shared Attention for Efficient LLMs☆19Updated 11 months ago
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆23Updated 8 months ago
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆49Updated 7 months ago
- ☆136Updated 5 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆70Updated last year
- ☆18Updated 6 months ago
- 32 times longer context window than vanilla Transformers and up to 4 times longer than memory efficient Transformers.☆48Updated 2 years ago
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆17Updated 4 months ago