Jupyter Notebook Transformers

Open-source Jupyter Notebook projects categorized as Transformers
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Top 23 Jupyter Notebook Transformer Projects

Transformers

  • generative-ai-for-beginners

    21 Lessons, Get Started Building with Generative AI ๐Ÿ”— https://microsoft.github.io/generative-ai-for-beginners/

    Project mention: Top Courses and GitHub Repositories to Learn GenerativeAI Free | dev.to | 2024-08-17

    โœ…Generative AI for Beginners by Microsoft

  • SaaSHub

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  • Transformers-Tutorials

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

    Project mention: AI enthusiasm #6 - Finetune any LLM you want๐Ÿ’ก | dev.to | 2024-04-16

    Most of this tutorial is based on Hugging Face course about Transformers and on Niels Rogge's Transformers tutorials: make sure to check their work and give them a star on GitHub, if you please โค๏ธ

  • pytorch-sentiment-analysis

    Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

  • Promptify

    Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

  • hands-on-llms

    ๐Ÿฆ– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป about ๐—Ÿ๐—Ÿ๐— ๐˜€, ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€, and ๐˜ƒ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ ๐——๐—•๐˜€ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + ๐˜ท๐˜ช๐˜ฅ๐˜ฆ๐˜ฐ & ๐˜ณ๐˜ฆ๐˜ข๐˜ฅ๐˜ช๐˜ฏ๐˜จ ๐˜ฎ๐˜ข๐˜ต๐˜ฆ๐˜ณ๐˜ช๐˜ข๐˜ญ๐˜ด

  • adapters

    A Unified Library for Parameter-Efficient and Modular Transfer Learning

  • ZoeDepth

    Metric depth estimation from a single image

  • mup

    maximal update parametrization (ยตP)

  • transformers-interpret

    Model explainability that works seamlessly with ๐Ÿค— transformers. Explain your transformers model in just 2 lines of code.

  • uni2ts

    Unified Training of Universal Time Series Forecasting Transformers

    Project mention: Moirai: A Time Series Foundation Model for Universal Forecasting | news.ycombinator.com | 2024-03-25

    Code is available! https://github.com/SalesforceAIResearch/uni2ts

  • Transformer-MM-Explainability

    [ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

  • course-content-dl

    NMA deep learning course

  • gpt2bot

    Your new Telegram buddy powered by transformers

  • optimum-intel

    ๐Ÿค— Optimum Intel: Accelerate inference with Intel optimization tools

  • MachineLearning-QandAI-book

    Machine Learning Q and AI book

    Project mention: Machine Learning and AI Beyond the Basics Book | news.ycombinator.com | 2024-04-16

  • browser-ml-inference

    Edge Inference in Browser with Transformer NLP model

  • diffusers-interpret

    Diffusers-Interpret ๐Ÿค—๐Ÿงจ๐Ÿ•ต๏ธโ€โ™€๏ธ: Model explainability for ๐Ÿค— Diffusers. Get explanations for your generated images.

  • language-planner

    Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"

  • ocrpy

    OCR, Archive, Index and Search: Implementation agnostic OCR framework.

  • REaLTabFormer

    A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.

  • mgpt

    Multilingual Generative Pretrained Model

  • HugsVision

    HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

  • clip-italian

    CLIP (Contrastive Languageโ€“Image Pre-training) for Italian

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source Transformer projects in Jupyter Notebook? This list will help you:

Project Stars
1 generative-ai-for-beginners 65,496
2 Transformers-Tutorials 9,592
3 pytorch-sentiment-analysis 4,409
4 Promptify 3,316
5 hands-on-llms 3,135
6 adapters 2,597
7 ZoeDepth 2,369
8 mup 1,408
9 transformers-interpret 1,296
10 uni2ts 922
11 Transformer-MM-Explainability 802
12 course-content-dl 754
13 gpt2bot 430
14 optimum-intel 416
15 MachineLearning-QandAI-book 349
16 browser-ml-inference 306
17 diffusers-interpret 268
18 language-planner 257
19 ocrpy 222
20 REaLTabFormer 212
21 mgpt 202
22 HugsVision 195
23 clip-italian 180

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