IST-DASLab / QIGenLinks
Repository for CPU Kernel Generation for LLM Inference
☆26Updated last year
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☆54Updated last year
- From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…☆47Updated 2 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆79Updated 9 months ago
- Cascade Speculative Drafting☆29Updated last year
- Work in progress.☆69Updated 2 weeks ago
- Using FlexAttention to compute attention with different masking patterns☆44Updated 9 months ago
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆41Updated last month
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆59Updated 8 months ago
- ☆26Updated 7 months ago
- Official PyTorch implementation of "GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance" (ICML 2025)☆30Updated this week
- ☆31Updated last year
- My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated☆32Updated 10 months ago
- ☆50Updated last year
- This repository contains code for the MicroAdam paper.☆19Updated 6 months ago
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆36Updated last year
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- Unit Scaling demo and experimentation code☆16Updated last year
- DPO, but faster 🚀☆43Updated 6 months ago
- FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation☆49Updated 11 months ago
- ☆65Updated 2 weeks ago
- Odysseus: Playground of LLM Sequence Parallelism☆70Updated last year
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆83Updated 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
- Make triton easier☆46Updated last year
- ☆75Updated 5 months ago
- GPU operators for sparse tensor operations☆33Updated last year
- ☆72Updated 2 months ago
- ☆130Updated 4 months ago
- ☆39Updated 7 months ago