Adlik / smoothquantplusLinks
[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
☆23Updated last year
Alternatives and similar repositories for smoothquantplus
Users that are interested in smoothquantplus are comparing it to the libraries listed below
Sorting:
- An easy-to-use package for implementing SmoothQuant for LLMs☆107Updated 7 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆145Updated 2 months ago
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆180Updated 7 months ago
- Reorder-based post-training quantization for large language model☆194Updated 2 years ago
- The official implementation of the EMNLP 2023 paper LLM-FP4☆217Updated last year
- Summary of system papers/frameworks/codes/tools on training or serving large model☆57Updated last year
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆126Updated last year
- A quantization algorithm for LLM☆146Updated last year
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆186Updated last month
- AFPQ code implementation☆24Updated 2 years ago
- QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference☆118Updated last year
- ☆83Updated 9 months ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆164Updated 2 weeks ago
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆72Updated 3 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆78Updated last year
- Boosting 4-bit inference kernels with 2:4 Sparsity☆85Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆327Updated last year
- Official implementation of the ICLR 2024 paper AffineQuant☆28Updated last year
- ☆205Updated 6 months ago
- KV cache compression for high-throughput LLM inference☆143Updated 9 months ago
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆245Updated 3 months ago
- Built upon Megatron-Deepspeed and HuggingFace Trainer, EasyLLM has reorganized the code logic with a focus on usability. While enhancing …☆49Updated last year
- ☆27Updated 7 months ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆42Updated 8 months ago
- ☆58Updated last month
- Distributed IO-aware Attention algorithm☆21Updated last month
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆47Updated 2 years ago
- ☆97Updated 7 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- Triton implementation of Flash Attention2.0☆43Updated 2 years ago