记录量化LLM中的总结。
☆79Jan 8, 2026Updated 6 months ago
Alternatives and similar repositories for LLM-Quantization
Users that are interested in LLM-Quantization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆15Mar 20, 2025Updated last year
- YOLOv12 TensorRT 端到端模型加速推理和INT8量化实现☆14Mar 5, 2025Updated last year
- [ACM MM2025]: MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization☆44Aug 13, 2025Updated 11 months ago
- ☆79Sep 19, 2025Updated 10 months ago
- Implementation of Microscaling data formats in SystemVerilog.☆34Jul 6, 2025Updated last year
- 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.
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆94Apr 8, 2025Updated last year
- [COLM 2025] DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation; 知乎:https://zhuanlan.zhihu.c…☆30Mar 5, 2025Updated last year
- opencv调用jetson/rk3588 mpp硬解码,重写了open与read函数,支持h264/h265☆14Nov 27, 2025Updated 8 months ago
- ☆21Feb 5, 2024Updated 2 years ago
- DETR tensor去除推理过程无用辅助头+fp16部署再次加速+解决转tensorrt 输出全为0问题的新方法。☆12Jan 9, 2024Updated 2 years ago
- ☆42Mar 28, 2024Updated 2 years ago
- LLM model quantization (compression) toolkit with HW acceleration support for Nvidia, AMD, Intel GPU and Intel/AMD/Apple CPU via HF, vLLM…☆1,216Updated this week
- ffmpeg+cuvid+tensorrt+multicamera☆12Dec 31, 2024Updated last year
- Bert TensorRT模型加速部署☆10Apr 1, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [EMNLP 2024 & AAAI 2026] A powerful toolkit for compressing large models including LLMs, VLMs, and video generative models.☆736May 14, 2026Updated 2 months ago
- [CVPR2026] VecAttention: Vector-wise Sparse Attention for Accelerating Long-Context Inference☆20May 27, 2026Updated 2 months ago
- DFVG: A Heterogeneous Architecture for Speculative Decoding with Draft-on-FPGA and Verify-on-GPU.☆25Nov 26, 2025Updated 8 months ago
- FastSAM 部署rknn C++ 代码☆13May 30, 2024Updated 2 years ago
- [CVPR 2025] APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers☆44Apr 7, 2025Updated last year
- The repository targets the OpenCL gemm function performance optimization. It compares several libraries clBLAS, clBLAST, MIOpenGemm, Inte…☆17Mar 28, 2019Updated 7 years ago
- [ICLR25] STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs☆20Jun 3, 2025Updated last year
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆524Nov 26, 2024Updated last year
- 大模型API性能指标比较 - 深入分析TTFT、TPS等关键指标☆20Sep 12, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 跟着Tensorrt_pro学习各种知识☆39Nov 25, 2022Updated 3 years ago
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆93Jul 28, 2025Updated last year
- The official implementation of the AAAI 2024 paper Bi-ViT.☆13Dec 18, 2023Updated 2 years ago
- 天池 NVIDIA TensorRT Hackathon 2023 —— 生成式AI模型优化赛 初赛第三名方案☆50Aug 16, 2023Updated 2 years ago
- llm deploy project based onnx.☆49Oct 9, 2024Updated last year
- learn TensorRT from scratch🥰☆18Sep 29, 2024Updated last year
- (AAAI 2026) First-Order Error Matters: Accurate Compensation for Quantized Large Language Models☆16Apr 16, 2026Updated 3 months ago
- 搜藏的希望的代码片段☆13Jun 6, 2023Updated 3 years ago
- HunyuanDiT with TensorRT and libtorch☆18May 22, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Awesome list for LLM quantization☆436Apr 20, 2026Updated 3 months ago
- a ai infra framework for edge device base on nndeploy☆18Nov 27, 2025Updated 8 months ago
- azurlane lua files but in json☆11Sep 23, 2021Updated 4 years ago
- base quantization methods including: QAT, PTQ, per_channel, per_tensor, dorefa, lsq, adaround, omse, Histogram, bias_correction.etc☆52Nov 2, 2022Updated 3 years ago
- 使用mnn-llm对GOT-OCR2.0进行推理☆14Oct 2, 2024Updated last year
- Pytorch code of [CVPR 2023] "NAR-Former: Neural Architecture Representation Learning towards Holistic Attributes Prediction".☆11Mar 14, 2023Updated 3 years ago
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆223Nov 25, 2025Updated 8 months ago