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
- Benchmarking Attention Mechanism in Vision Transformers.☆19Updated 3 years ago
- ☆23Updated 3 years ago
- ☆32Updated last year
- ☆12Updated 2 years ago
- ☆34Updated 7 months ago
- Patch convolution to avoid large GPU memory usage of Conv2D☆95Updated 11 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆79Updated last year
- Quantized Attention on GPU☆44Updated last year
- torch_quantizer is a out-of-box quantization tool for PyTorch models on CUDA backend, specially optimized for Diffusion Models.☆22Updated last year
- Training LLaMA language model with MMEngine! It supports LoRA fine-tuning!☆41Updated 2 years ago
- Implementation of IceFormer: Accelerated Inference with Long-Sequence Transformers on CPUs (ICLR 2024).☆25Updated 6 months ago
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆30Updated last year
- [CVPR-2023] Towards Any Structural Pruning☆17Updated 2 years ago
- torch.compile artifacts for common deep learning models, can be used as a learning resource for torch.compile☆18Updated 2 years ago
- [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …☆72Updated 3 years ago
- ☆17Updated 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
- ACL 2023☆39Updated 2 years ago
- High Performance FP8 GEMM Kernels for SM89 and later GPUs.☆20Updated 11 months ago
- [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"☆74Updated 3 years ago
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆36Updated last year
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Updated 3 years ago
- Implementation of PGONAS for CVPR22W and RD-NAS for ICASSP23☆23Updated 2 years ago
- Benchmark tests supporting the TiledCUDA library.☆18Updated last year
- An auxiliary project analysis of the characteristics of KV in DiT Attention.☆32Updated last year
- 32 times longer context window than vanilla Transformers and up to 4 times longer than memory efficient Transformers.☆49Updated 2 years ago
- Page for the CVPR 2023 Tutorial - Efficient Neural Networks: From Algorithm Design to Practical Mobile Deployments☆12Updated 2 years ago