Repository for CPU Kernel Generation for LLM Inference
☆28Jul 13, 2023Updated 3 years ago
Alternatives and similar repositories for QIGen
Users that are interested in QIGen are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository for the QUIK project, enabling the use of 4bit kernels for generative inference - EMNLP 2024☆185Apr 16, 2024Updated 2 years ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆143Sep 20, 2024Updated 2 years ago
- Official Code For Dual Grained Quantization: Efficient Fine-Grained Quantization for LLM☆14Dec 27, 2023Updated 2 years ago
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆52Oct 21, 2023Updated 3 years ago
- Prototype routines for GPU quantization written using PyTorch.☆21Apr 15, 2026Updated 6 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆20May 13, 2022Updated 4 years ago
- Reorder-based post-training quantization for large language model☆201May 17, 2023Updated 3 years ago
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆724Aug 13, 2024Updated 2 years ago
- PB-LLM: Partially Binarized Large Language Models☆159Nov 20, 2023Updated 2 years ago
- Implementation of "RaanA: A Fast, Flexible, and Data-Efficient Post-Training Quantization Algorithm"☆18Apr 11, 2025Updated last year
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆31Dec 6, 2023Updated 2 years ago
- ☆556Feb 8, 2026Updated 8 months ago
- GPTQ inference Triton kernel☆321May 18, 2023Updated 3 years ago
- Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"☆329Mar 4, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- An attempt to merge ESBN with Transformers, to endow Transformers with the ability to emergently bind symbols☆16Aug 3, 2021Updated 5 years ago
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆39Aug 20, 2024Updated 2 years ago
- A simple and effective LLM pruning approach.☆882Aug 9, 2024Updated 2 years ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆39Mar 11, 2024Updated 2 years ago
- ☆22Feb 11, 2022Updated 4 years ago
- ☆17Jun 22, 2025Updated last year
- ☆236Jun 11, 2024Updated 2 years ago
- This is an implementation of the audio source separation model as well as the evaluation metrics proposed in the paper "Weakly Informed A…☆12Nov 26, 2019Updated 6 years ago
- python package of rocm-smi-lib☆25Oct 22, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repository contains integer operators on GPUs for PyTorch.☆236Sep 29, 2023Updated 3 years ago
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆136Jul 11, 2023Updated 3 years ago
- High Performance FP8 GEMM Kernels for SM89 and later GPUs.☆21Jan 24, 2025Updated last year
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆100Nov 25, 2024Updated last year
- ☆20Sep 22, 2023Updated 3 years ago
- ☆92Jan 23, 2025Updated last year
- ☆19Nov 6, 2023Updated 2 years ago
- ☆165Sep 15, 2023Updated 3 years ago
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆400Feb 24, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆50Oct 5, 2022Updated 4 years ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,172Sep 4, 2024Updated 2 years ago
- ☆46Jun 14, 2026Updated 4 months ago
- Code for ICML 2021 submission☆35Mar 24, 2021Updated 5 years ago
- Awesome Quantization Paper lists with Codes☆10Feb 24, 2021Updated 5 years ago
- This repo contains the benchmarks for Enzyme on GPU's☆11Aug 11, 2026Updated 2 months ago
- A TensorFlow Extension: GPU performance tools for TensorFlow.☆26Jul 27, 2023Updated 3 years ago