Skip to content
View VainF's full-sized avatar
734 followers · 155 following

Block or report VainF

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
VainF/readme.md

Hi there! I'm Gongfan Fang, an incoming Research Scientist at NVIDIA, where I will be working on LLMs. I recently completed my Ph.D. at the xML Lab, National University of Singapore, under the supervision of Prof. Xinchao Wang. Prior to that, I received my B.Eng. (2019) and M.Eng. (2022) from Zhejiang University under the supervision of Prof. Mingli Song.

My research focuses on Efficient Deep Learning. I am the creator of Torch-Pruning, an open-source framework for structured pruning and acceleration. And I also received the 2024 ByteDance Scholarship.

Personal Page Google Scholar Page Views GitHub Stars

Pinned Loading

  1. Torch-Pruning Torch-Pruning Public

    [CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.

    Python 3.3k 386

  2. Thinkless Thinkless Public

    [NeurIPS 2025] Thinkless: LLM Learns When to Think

    Python 261 20

  3. NVlabs/MaskLLM NVlabs/MaskLLM Public

    [NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models

    Python 189 16

  4. horseee/DeepCache horseee/DeepCache Public

    [CVPR 2024] DeepCache: Accelerating Diffusion Models for Free

    Python 969 52

  5. pytorch-msssim pytorch-msssim Public

    Fast and differentiable MS-SSIM and SSIM for pytorch.

    Python 1.3k 127

  6. horseee/LLM-Pruner horseee/LLM-Pruner Public

    [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baichuan, TinyLlama, etc.

    Python 1.1k 132