AniZpZ / smoothquantLinks
[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
☆11Updated 2 years ago
Alternatives and similar repositories for smoothquant
Users that are interested in smoothquant are comparing it to the libraries listed below
Sorting:
- ☆123Updated last year
- ☆206Updated 8 months ago
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆184Updated 9 months ago
- An easy-to-use package for implementing SmoothQuant for LLMs☆110Updated 9 months ago
- Benchmark suite for LLMs from Fireworks.ai☆84Updated last month
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆23Updated last year
- Easy and Efficient Quantization for Transformers☆202Updated 6 months ago
- 3x Faster Inference; Unofficial implementation of EAGLE Speculative Decoding☆82Updated 6 months ago
- ☆96Updated 9 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆90Updated last year
- ☆120Updated last year
- ☆71Updated 9 months ago
- vLLM performance dashboard☆39Updated last year
- KV cache compression for high-throughput LLM inference☆148Updated 11 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆267Updated last month
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆136Updated last year
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆153Updated 4 months ago
- Triton implementation of Flash Attention2.0☆47Updated 2 years ago
- Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).☆250Updated last year
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆220Updated last year
- GPTQ inference Triton kernel☆316Updated 2 years ago
- Experiments on speculative sampling with Llama models☆127Updated 2 years ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆113Updated 9 months ago
- Dynamic batching library for Deep Learning inference. Tutorials for LLM, GPT scenarios.☆106Updated last year
- Simple implementation of Speculative Sampling in NumPy for GPT-2.☆99Updated 2 years ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆333Updated 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
- vLLM Router☆54Updated last year
- Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models☆138Updated last year
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated 2 years ago