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1. FMInference/H2O FMInference/H2O Public

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

   Python 416 51

2. jiaweizzhao/GaLore jiaweizzhao/GaLore Public

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

   Python 1.5k 154

3. VITA-Group/Q-GaLore VITA-Group/Q-GaLore Public

   Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.

   Python 187 14

4. zhuhanqing/APOLLO zhuhanqing/APOLLO Public

   APOLLO: SGD-like Memory, AdamW-level Performance

   Python 79 2

5. 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 57 10

6. meta-llama/llama-cookbook meta-llama/llama-cookbook Public

   Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…

   Jupyter Notebook 15.9k 2.3k