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68 stars written in Jupyter Notebook
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Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Jupyter Notebook 34,070 3,556 Updated Jun 11, 2024

Instruct-tune LLaMA on consumer hardware

Jupyter Notebook 18,400 2,196 Updated Feb 23, 2024

StableLM: Stability AI Language Models

Jupyter Notebook 15,851 1,035 Updated Apr 8, 2024

QLoRA: Efficient Finetuning of Quantized LLMs

Jupyter Notebook 9,707 796 Updated Jun 10, 2024

This repository contains demos I made with the Transformers library by HuggingFace.

Jupyter Notebook 8,542 1,341 Updated Jul 8, 2024

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

Jupyter Notebook 7,516 788 Updated Dec 8, 2022
Jupyter Notebook 6,968 507 Updated Jun 16, 2024

Using Low-rank adaptation to quickly fine-tune diffusion models.

Jupyter Notebook 6,791 473 Updated Mar 22, 2024

Solve puzzles. Learn CUDA.

Jupyter Notebook 5,362 308 Updated Jul 5, 2024

Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

Jupyter Notebook 4,727 298 Updated Oct 18, 2023

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Jupyter Notebook 4,435 482 Updated Jul 9, 2024
Jupyter Notebook 3,870 498 Updated Mar 28, 2024

[CVPR 2022] Thin-Plate Spline Motion Model for Image Animation.

Jupyter Notebook 3,389 554 Updated Feb 10, 2024

pytorch implementation of openpose including Hand and Body Pose Estimation.

Jupyter Notebook 2,027 391 Updated Jul 9, 2024

Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

Jupyter Notebook 2,018 133 Updated Jun 25, 2024

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Jupyter Notebook 1,683 120 Updated Jun 27, 2024

Collection of notebook guides created by the Brev.dev team!

Jupyter Notebook 1,565 252 Updated Jun 24, 2024

OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023

Jupyter Notebook 1,391 129 Updated Oct 25, 2023

Doing simple retrieval from LLM models at various context lengths to measure accuracy

Jupyter Notebook 1,302 134 Updated Jun 20, 2024

Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion

Jupyter Notebook 1,266 91 Updated Oct 18, 2022

maximal update parametrization (µP)

Jupyter Notebook 1,236 88 Updated May 6, 2024

Takagi and Nishimoto, CVPR 2023

Jupyter Notebook 1,074 59 Updated Aug 17, 2023

Some ipython notebooks implementing AI algorithms

Jupyter Notebook 1,054 193 Updated Nov 28, 2023
Jupyter Notebook 1,011 97 Updated May 29, 2023

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT p…

Jupyter Notebook 960 162 Updated Dec 27, 2020

Go from no deep learning knowledge to implementing GPT.

Jupyter Notebook 897 171 Updated May 30, 2024

All in One Version : Youtube WAV Download, Separating Vocal, Splitting Audio, Training, and Inference Using Google Colab

Jupyter Notebook 892 119 Updated May 31, 2024

Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.

Jupyter Notebook 681 69 Updated May 4, 2024

This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learna…

Jupyter Notebook 622 62 Updated Jun 22, 2024

🌮 Trash Annotations in Context Dataset Toolkit

Jupyter Notebook 575 197 Updated Jun 16, 2024
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