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Everything you need to know to build your own RAG application
streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL
Neural Networks: Zero to Hero
Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)
Official repository for our work on micro-budget training of large-scale diffusion models.
End-to-end recipes for optimizing diffusion models with torchao and diffusers (inference and FP8 training).
๐ค Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
Stable Diffusion and Flux in pure C/C++
A general fine-tuning kit geared toward diffusion models.
Turns Data and AI algorithms into production-ready web applications in no time.
A curated list of awesome research papers, projects, code, dataset, workshops etc. related to virtual try-on.
๐ค PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Generative Models by Stability AI
[CVPR 2024] MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model
Train transformer language models with reinforcement learning.
๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 12 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด
AdalFlow: The library to build & auto-optimize LLM applications.
This repository contains demos I made with the Transformers library by HuggingFace.
[ECCV 2024] MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model.
๐ A public list of APIs from round the web.
Efficient Python Tricks and Tools for Data Scientists
OCR, layout analysis, reading order, table recognition in 90+ languages
Math OCR model that outputs LaTeX and markdown
webcamGPT - chat with video stream ๐ฌ + ๐ธ
Convert Machine Learning Code Between Frameworks
Practical machine learning notebook & articles covers the machine learning end to end life cycle.
Curated list of project-based tutorials