megvii-research / IntLLaMALinks
IntLLaMA: A fast and light quantization solution for LLaMA
☆18Updated 2 years ago
Alternatives and similar repositories for IntLLaMA
Users that are interested in IntLLaMA are comparing it to the libraries listed below
Sorting:
- An object detection codebase based on MegEngine.☆28Updated 3 years ago
- TVMScript kernel for deformable attention☆25Updated 4 years ago
- Quantized Attention on GPU☆44Updated last year
- Patch convolution to avoid large GPU memory usage of Conv2D☆93Updated 11 months ago
- ☆23Updated 3 years ago
- Implementation of IceFormer: Accelerated Inference with Long-Sequence Transformers on CPUs (ICLR 2024).☆25Updated 5 months ago
- ☆32Updated last year
- Training LLaMA language model with MMEngine! It supports LoRA fine-tuning!☆41Updated 2 years ago
- Benchmarking Attention Mechanism in Vision Transformers.☆19Updated 3 years ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆39Updated last year
- ☆12Updated 2 years ago
- Odysseus: Playground of LLM Sequence Parallelism☆78Updated last year
- ☆34Updated 6 months ago
- My attempt to improve the speed of the newton schulz algorithm, starting from the dion implementation.☆24Updated 3 weeks ago
- torch_quantizer is a out-of-box quantization tool for PyTorch models on CUDA backend, specially optimized for Diffusion Models.☆22Updated last year
- [CVPR-2023] Towards Any Structural Pruning☆17Updated 2 years ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆30Updated last year
- An auxiliary project analysis of the characteristics of KV in DiT Attention.☆32Updated last year
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Updated 3 years ago
- Page for the CVPR 2023 Tutorial - Efficient Neural Networks: From Algorithm Design to Practical Mobile Deployments☆12Updated 2 years ago
- Slides with modifications for a course at Tsinghua University.☆62Updated 3 years ago
- High Performance FP8 GEMM Kernels for SM89 and later GPUs.☆20Updated 11 months ago
- ACL 2023☆39Updated 2 years ago
- [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization☆14Updated last year
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆36Updated last year
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆51Updated 5 months ago
- [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization☆48Updated last year
- DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scaling☆21Updated last week
- flex-block-attn: an efficient block sparse attention computation library☆97Updated last month
- [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …☆72Updated 3 years ago