fpgaminer / GPTQ-tritonLinks
GPTQ inference Triton kernel
☆302Updated 2 years ago
Alternatives and similar repositories for GPTQ-triton
Users that are interested in GPTQ-triton are comparing it to the libraries listed below
Sorting:
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆371Updated last year
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆359Updated 10 months ago
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆692Updated 10 months ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆277Updated last year
- Reorder-based post-training quantization for large language model☆191Updated 2 years ago
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆172Updated 2 months ago
- Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"☆295Updated 3 months ago
- ☆118Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆845Updated 9 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆310Updated 11 months ago
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆252Updated 7 months ago
- The official implementation of the EMNLP 2023 paper LLM-FP4☆207Updated last year
- ☆151Updated 2 years ago
- ☆194Updated last month
- Repository for the QUIK project, enabling the use of 4bit kernels for generative inference - EMNLP 2024☆180Updated last year
- ☆543Updated 6 months ago
- ☆119Updated last year
- Fast low-bit matmul kernels in Triton☆322Updated this week
- This repository contains integer operators on GPUs for PyTorch.☆205Updated last year
- ☆157Updated last year
- ☆541Updated 7 months ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆210Updated 10 months ago
- An easy-to-use package for implementing SmoothQuant for LLMs☆100Updated 2 months ago
- Microsoft Automatic Mixed Precision Library☆609Updated 8 months ago
- LLaMa/RWKV onnx models, quantization and testcase☆363Updated last year
- scalable and robust tree-based speculative decoding algorithm☆348Updated 4 months ago
- Fast and memory-efficient exact attention☆174Updated this week
- Easy and Efficient Quantization for Transformers☆199Updated 4 months ago
- A safetensors extension to efficiently store sparse quantized tensors on disk☆126Updated this week
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆395Updated 6 months ago