huyz2023 / 2by4-pretrain
Efficient 2:4 sparse training algorithms and implementations
☆46Updated last month
Alternatives and similar repositories for 2by4-pretrain:
Users that are interested in 2by4-pretrain are comparing it to the libraries listed below
- ☆30Updated 6 months ago
- A sparse attention kernel supporting mix sparse patterns☆98Updated 3 months ago
- 16-fold memory access reduction with nearly no loss☆72Updated 2 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆152Updated 6 months ago
- ☆41Updated 2 years ago
- ☆58Updated last week
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆55Updated 3 months ago
- Official implementation of the ICLR 2024 paper AffineQuant☆24Updated 10 months ago
- ☆23Updated 2 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆235Updated 2 months ago
- Code for Palu: Compressing KV-Cache with Low-Rank Projection☆63Updated 2 months ago
- An algorithm for static activation quantization of LLMs☆111Updated 2 weeks ago
- ☆108Updated 4 months ago
- Quantized Attention on GPU☆34Updated 2 months ago
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆60Updated 9 months ago
- SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆26Updated 5 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆34Updated 2 months ago
- Official PyTorch implementation of FlatQuant: Flatness Matters for LLM Quantization☆95Updated last week
- [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.☆138Updated 3 months ago
- Code Repository of Evaluating Quantized Large Language Models☆114Updated 4 months ago
- Fast Hadamard transform in CUDA, with a PyTorch interface☆135Updated 8 months ago
- ☆157Updated last year
- ☆55Updated 2 weeks ago
- 🔥 A minimal training framework for scaling FLA models☆27Updated this week
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆37Updated 6 months ago
- ☆40Updated last month
- Code for "Accelerating Transformer Pre-training with 2:4 Sparsity"☆17Updated last month
- SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆13Updated 3 months ago
- A WebUI for Side-by-Side Comparison of Media (Images/Videos) Across Multiple Folders☆16Updated this week
- PyTorch bindings for CUTLASS grouped GEMM.☆61Updated 2 months ago