IST-DASLab / QIGenLinks
Repository for CPU Kernel Generation for LLM Inference
☆26Updated 2 years ago
Alternatives and similar repositories for QIGen
Users that are interested in QIGen are comparing it to the libraries listed below
Sorting:
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- QuIP quantization☆59Updated last year
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆60Updated last year
- PB-LLM: Partially Binarized Large Language Models☆156Updated last year
- This repository contains code for the MicroAdam paper.☆20Updated 11 months ago
- Advanced Ultra-Low Bitrate Compression Techniques for the LLaMA Family of LLMs☆110Updated last year
- CUDA and Triton implementations of Flash Attention with SoftmaxN.☆73Updated last year
- DPO, but faster 🚀☆46Updated 11 months ago
- ☆106Updated last week
- Work in progress.☆75Updated 4 months ago
- Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…☆56Updated 3 weeks ago
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆44Updated last year
- Boosting 4-bit inference kernels with 2:4 Sparsity☆85Updated last year
- The evaluation framework for training-free sparse attention in LLMs☆102Updated last month
- ☆57Updated last year
- FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation☆51Updated 2 months ago
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆101Updated last year
- Make triton easier☆48Updated last year
- ACL 2023☆39Updated 2 years ago
- A repository for research on medium sized language models.☆78Updated last year
- ☆127Updated last year
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆37Updated last month
- From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…☆51Updated 2 weeks ago
- Low-Rank Llama Custom Training☆23Updated last year
- ☆29Updated last year
- My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated☆33Updated last year
- Cascade Speculative Drafting☆32Updated last year
- ☆47Updated last year
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- Using FlexAttention to compute attention with different masking patterns☆47Updated last year