llama INT4 cuda inference with AWQ
☆54Jan 20, 2025Updated last year
Alternatives and similar repositories for llama_cu_awq
Users that are interested in llama_cu_awq are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Inference Llama 2 in one file of pure Cuda☆17Aug 20, 2023Updated 2 years ago
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆20Aug 3, 2025Updated 9 months ago
- Standalone Flash Attention v2 kernel without libtorch dependency☆113Sep 10, 2024Updated last year
- Flash Attention in ~100 lines of CUDA (forward pass only)☆12Jun 10, 2024Updated last year
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆46Jun 11, 2025Updated 10 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆46Feb 27, 2025Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆390Nov 20, 2025Updated 5 months ago
- Use tensor core to calculate back-to-back HGEMM (half-precision general matrix multiplication) with MMA PTX instruction.☆13Nov 3, 2023Updated 2 years ago
- Awesome code, projects, books, etc. related to CUDA☆35Mar 30, 2026Updated last month
- ☆66Apr 26, 2025Updated last year
- Quantized Attention on GPU☆44Nov 22, 2024Updated last year
- SparseGPT + GPTQ Compression of LLMs like LLaMa, OPT, Pythia☆42Mar 13, 2023Updated 3 years ago
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆96Feb 20, 2026Updated 2 months ago
- ☆27Jan 8, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Easy-to-understand TensorOp Matmul Tutorial☆428Mar 5, 2026Updated 2 months ago
- CUDA 12.2 HMM demos☆21Jul 26, 2024Updated last year
- ☆49Apr 15, 2024Updated 2 years ago
- IntLLaMA: A fast and light quantization solution for LLaMA☆18Jul 21, 2023Updated 2 years ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆384Jul 10, 2025Updated 9 months ago
- ☆175Feb 5, 2026Updated 3 months ago
- 方便扩展的Cuda算子理解和优化框架，仅用在学习使用☆18Jun 13, 2024Updated last year
- ☆128Dec 24, 2024Updated last year
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆762Aug 6, 2025Updated 9 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- TensorRT-in-Action 是一个 GitHub 代码库，提供了使用 TensorRT 的代码示例，并有对应 Jupyter Notebook。☆15Jun 1, 2023Updated 2 years ago
- ☆119May 19, 2025Updated 11 months ago
- llama 2 Inference☆43Nov 4, 2023Updated 2 years ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,070Sep 4, 2024Updated last year
- ☆162Sep 15, 2023Updated 2 years ago
- PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo☆17Mar 13, 2023Updated 3 years ago
- Applied AI experiments and examples for PyTorch☆321Aug 22, 2025Updated 8 months ago
- GPTQ inference Triton kernel☆321May 18, 2023Updated 2 years ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆214Sep 21, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆39Sep 24, 2024Updated last year
- [ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation☆156Mar 21, 2025Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆835Mar 6, 2025Updated last year
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆81Aug 12, 2024Updated last year
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆146Dec 4, 2024Updated last year
- paper-read-notes☆13Sep 26, 2024Updated last year
- a simple API to use CUPTI☆10Aug 19, 2025Updated 8 months ago