심정우, Jungwoo Shim's repositories
interviews
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Applications_NN
Repository of lecture "Applications and Practice in Neural Networks (XAI606)"
Awesome-CV-jws
:page_facing_up: Awesome CV is LaTeX template for your outstanding job application
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
BackdoorBox
The open-sourced Python toolbox for backdoor attacks and defenses.
color_poisoning
course project for Applications and Practice of Neural Networks
ControlNet
Let us control diffusion models!
Diff-Pruning
Structural Pruning for Diffusion Models
embedchain
Framework to easily create LLM powered bots over any dataset.
free-programming-books
:books: Freely available programming books
hallucination-leaderboard
Leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents
llama
Inference code for LLaMA models
LLaMA-Factory
Easy-to-use LLM fine-tuning framework (LLaMA, BLOOM, Mistral, Baichuan, Qwen, ChatGLM)
LLM-Pruner
LLM-Pruner: On the Structural Pruning of Large Language Models
ml_models
A collection of pre-trained, state-of-the-art models in the ONNX format
OpenLLM
Operating LLMs in production
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
sort-google-scholar
Sorting Google Scholar search results based on the number of citations
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022
Woodpecker
✨✨Woodpecker: Hallucination Correction for MLLMs. The first work to correct hallucination in multimodal large language models.