Pinned

1. FMInference/H2O FMInference/H2O Public

   [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.

   Python 297 25

2. VITA-Group/BNN_NoBN VITA-Group/BNN_NoBN Public

   [CVPRW 21] "BNN - BN = ? Training Binary Neural Networks without Batch Normalization", Tianlong Chen, Zhenyu Zhang, Xu Ouyang, Zechun Liu, Zhiqiang Shen, Zhangyang Wang

   Python 54 10

3. VITA-Group/SViTE VITA-Group/SViTE Public

   [NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang

   Python 87 12

4. VITA-Group/Adv-SS-Pretraining VITA-Group/Adv-SS-Pretraining Public

   [CVPR 2020] Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning

   Python 84 13

5. jiaweizzhao/GaLore jiaweizzhao/GaLore Public

   GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

   Python 1.2k 126

6. meta-llama/llama-recipes meta-llama/llama-recipes Public

   Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…

   Jupyter Notebook 10k 1.4k