IST-DASLab / QIGenLinks
Repository for CPU Kernel Generation for LLM Inference
☆27Updated 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☆61Updated 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
- CUDA and Triton implementations of Flash Attention with SoftmaxN.☆73Updated last year
- ☆57Updated 2 years ago
- Advanced Ultra-Low Bitrate Compression Techniques for the LLaMA Family of LLMs☆110Updated last year
- ☆111Updated 2 weeks ago
- DPO, but faster 🚀☆46Updated 11 months ago
- PB-LLM: Partially Binarized Large Language Models☆157Updated 2 years ago
- The evaluation framework for training-free sparse attention in LLMs☆106Updated last month
- Boosting 4-bit inference kernels with 2:4 Sparsity☆86Updated last year
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆37Updated last month
- ☆53Updated last year
- Work in progress.☆75Updated last week
- Unit Scaling demo and experimentation code☆16Updated last year
- Make triton easier☆49Updated last year
- [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications☆51Updated last month
- ☆47Updated last year
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…☆57Updated last week
- Implementation of IceFormer: Accelerated Inference with Long-Sequence Transformers on CPUs (ICLR 2024).☆25Updated 4 months ago
- Implementation of Hyena Hierarchy in JAX☆10Updated 2 years ago
- This repository contains code for the MicroAdam paper.☆21Updated 11 months ago
- Transformers components but in Triton☆34Updated 6 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆132Updated last year
- Using FlexAttention to compute attention with different masking patterns☆47Updated last year
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆68Updated 11 months ago
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆44Updated last year
- Official repository for the paper "Approximating Two-Layer Feedforward Networks for Efficient Transformers"☆38Updated 5 months ago
- ☆71Updated 8 months ago