Metadata-Version: 2.1
Name: autotrain-advanced
Version: 0.6.40
Home-page: https://github.com/huggingface/autotrain-advanced
Download-URL: https://github.com/huggingface/autotrain-advanced/tags
Author: HuggingFace Inc.
Author-email: autotrain@huggingface.co
License: Apache 2.0
Keywords: automl autonlp autotrain huggingface
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: albumentations (==1.3.1)
Requires-Dist: codecarbon (==2.2.3)
Requires-Dist: datasets[vision] (~=2.14.0)
Requires-Dist: evaluate (==0.3.0)
Requires-Dist: ipadic (==1.0.0)
Requires-Dist: jiwer (==3.0.2)
Requires-Dist: joblib (==1.3.1)
Requires-Dist: loguru (==0.7.0)
Requires-Dist: pandas (>=1.4)
Requires-Dist: optuna (==3.3.0)
Requires-Dist: Pillow (==10.0.0)
Requires-Dist: protobuf (==4.23.4)
Requires-Dist: pydantic (==1.10.11)
Requires-Dist: sacremoses (==0.0.53)
Requires-Dist: scikit-learn (==1.3.0)
Requires-Dist: sentencepiece (==0.1.99)
Requires-Dist: tqdm (==4.65.0)
Requires-Dist: werkzeug (==2.3.6)
Requires-Dist: xgboost (==1.7.6)
Requires-Dist: huggingface-hub (>=0.16.4)
Requires-Dist: requests (==2.31.0)
Requires-Dist: gradio (==3.41.0)
Requires-Dist: einops (==0.6.1)
Requires-Dist: invisible-watermark (==0.2.0)
Requires-Dist: packaging (==23.1)
Requires-Dist: tensorboard
Requires-Dist: peft
Requires-Dist: trl
Requires-Dist: tiktoken
Requires-Dist: transformers
Requires-Dist: accelerate
Requires-Dist: diffusers (==0.21.4)
Requires-Dist: bitsandbytes
Provides-Extra: dev
Requires-Dist: albumentations (==1.3.1) ; extra == 'dev'
Requires-Dist: codecarbon (==2.2.3) ; extra == 'dev'
Requires-Dist: datasets[vision] (~=2.14.0) ; extra == 'dev'
Requires-Dist: evaluate (==0.3.0) ; extra == 'dev'
Requires-Dist: ipadic (==1.0.0) ; extra == 'dev'
Requires-Dist: jiwer (==3.0.2) ; extra == 'dev'
Requires-Dist: joblib (==1.3.1) ; extra == 'dev'
Requires-Dist: loguru (==0.7.0) ; extra == 'dev'
Requires-Dist: pandas (>=1.4) ; extra == 'dev'
Requires-Dist: optuna (==3.3.0) ; extra == 'dev'
Requires-Dist: Pillow (==10.0.0) ; extra == 'dev'
Requires-Dist: protobuf (==4.23.4) ; extra == 'dev'
Requires-Dist: pydantic (==1.10.11) ; extra == 'dev'
Requires-Dist: sacremoses (==0.0.53) ; extra == 'dev'
Requires-Dist: scikit-learn (==1.3.0) ; extra == 'dev'
Requires-Dist: sentencepiece (==0.1.99) ; extra == 'dev'
Requires-Dist: tqdm (==4.65.0) ; extra == 'dev'
Requires-Dist: werkzeug (==2.3.6) ; extra == 'dev'
Requires-Dist: xgboost (==1.7.6) ; extra == 'dev'
Requires-Dist: huggingface-hub (>=0.16.4) ; extra == 'dev'
Requires-Dist: requests (==2.31.0) ; extra == 'dev'
Requires-Dist: gradio (==3.41.0) ; extra == 'dev'
Requires-Dist: einops (==0.6.1) ; extra == 'dev'
Requires-Dist: invisible-watermark (==0.2.0) ; extra == 'dev'
Requires-Dist: packaging (==23.1) ; extra == 'dev'
Requires-Dist: tensorboard ; extra == 'dev'
Requires-Dist: peft ; extra == 'dev'
Requires-Dist: trl ; extra == 'dev'
Requires-Dist: tiktoken ; extra == 'dev'
Requires-Dist: transformers ; extra == 'dev'
Requires-Dist: accelerate ; extra == 'dev'
Requires-Dist: diffusers (==0.21.4) ; extra == 'dev'
Requires-Dist: bitsandbytes ; extra == 'dev'
Requires-Dist: black ; extra == 'dev'
Requires-Dist: isort ; extra == 'dev'
Requires-Dist: flake8 (==3.7.9) ; extra == 'dev'
Requires-Dist: pytest ; extra == 'dev'
Provides-Extra: docs
Requires-Dist: albumentations (==1.3.1) ; extra == 'docs'
Requires-Dist: codecarbon (==2.2.3) ; extra == 'docs'
Requires-Dist: datasets[vision] (~=2.14.0) ; extra == 'docs'
Requires-Dist: evaluate (==0.3.0) ; extra == 'docs'
Requires-Dist: ipadic (==1.0.0) ; extra == 'docs'
Requires-Dist: jiwer (==3.0.2) ; extra == 'docs'
Requires-Dist: joblib (==1.3.1) ; extra == 'docs'
Requires-Dist: loguru (==0.7.0) ; extra == 'docs'
Requires-Dist: pandas (>=1.4) ; extra == 'docs'
Requires-Dist: optuna (==3.3.0) ; extra == 'docs'
Requires-Dist: Pillow (==10.0.0) ; extra == 'docs'
Requires-Dist: protobuf (==4.23.4) ; extra == 'docs'
Requires-Dist: pydantic (==1.10.11) ; extra == 'docs'
Requires-Dist: sacremoses (==0.0.53) ; extra == 'docs'
Requires-Dist: scikit-learn (==1.3.0) ; extra == 'docs'
Requires-Dist: sentencepiece (==0.1.99) ; extra == 'docs'
Requires-Dist: tqdm (==4.65.0) ; extra == 'docs'
Requires-Dist: werkzeug (==2.3.6) ; extra == 'docs'
Requires-Dist: xgboost (==1.7.6) ; extra == 'docs'
Requires-Dist: huggingface-hub (>=0.16.4) ; extra == 'docs'
Requires-Dist: requests (==2.31.0) ; extra == 'docs'
Requires-Dist: gradio (==3.41.0) ; extra == 'docs'
Requires-Dist: einops (==0.6.1) ; extra == 'docs'
Requires-Dist: invisible-watermark (==0.2.0) ; extra == 'docs'
Requires-Dist: packaging (==23.1) ; extra == 'docs'
Requires-Dist: tensorboard ; extra == 'docs'
Requires-Dist: peft ; extra == 'docs'
Requires-Dist: trl ; extra == 'docs'
Requires-Dist: tiktoken ; extra == 'docs'
Requires-Dist: transformers ; extra == 'docs'
Requires-Dist: accelerate ; extra == 'docs'
Requires-Dist: diffusers (==0.21.4) ; extra == 'docs'
Requires-Dist: bitsandbytes ; extra == 'docs'
Requires-Dist: recommonmark ; extra == 'docs'
Requires-Dist: sphinx (==3.1.2) ; extra == 'docs'
Requires-Dist: sphinx-markdown-tables ; extra == 'docs'
Requires-Dist: sphinx-rtd-theme (==0.4.3) ; extra == 'docs'
Requires-Dist: sphinx-copybutton ; extra == 'docs'
Provides-Extra: quality
Requires-Dist: albumentations (==1.3.1) ; extra == 'quality'
Requires-Dist: codecarbon (==2.2.3) ; extra == 'quality'
Requires-Dist: datasets[vision] (~=2.14.0) ; extra == 'quality'
Requires-Dist: evaluate (==0.3.0) ; extra == 'quality'
Requires-Dist: ipadic (==1.0.0) ; extra == 'quality'
Requires-Dist: jiwer (==3.0.2) ; extra == 'quality'
Requires-Dist: joblib (==1.3.1) ; extra == 'quality'
Requires-Dist: loguru (==0.7.0) ; extra == 'quality'
Requires-Dist: pandas (>=1.4) ; extra == 'quality'
Requires-Dist: optuna (==3.3.0) ; extra == 'quality'
Requires-Dist: Pillow (==10.0.0) ; extra == 'quality'
Requires-Dist: protobuf (==4.23.4) ; extra == 'quality'
Requires-Dist: pydantic (==1.10.11) ; extra == 'quality'
Requires-Dist: sacremoses (==0.0.53) ; extra == 'quality'
Requires-Dist: scikit-learn (==1.3.0) ; extra == 'quality'
Requires-Dist: sentencepiece (==0.1.99) ; extra == 'quality'
Requires-Dist: tqdm (==4.65.0) ; extra == 'quality'
Requires-Dist: werkzeug (==2.3.6) ; extra == 'quality'
Requires-Dist: xgboost (==1.7.6) ; extra == 'quality'
Requires-Dist: huggingface-hub (>=0.16.4) ; extra == 'quality'
Requires-Dist: requests (==2.31.0) ; extra == 'quality'
Requires-Dist: gradio (==3.41.0) ; extra == 'quality'
Requires-Dist: einops (==0.6.1) ; extra == 'quality'
Requires-Dist: invisible-watermark (==0.2.0) ; extra == 'quality'
Requires-Dist: packaging (==23.1) ; extra == 'quality'
Requires-Dist: tensorboard ; extra == 'quality'
Requires-Dist: peft ; extra == 'quality'
Requires-Dist: trl ; extra == 'quality'
Requires-Dist: tiktoken ; extra == 'quality'
Requires-Dist: transformers ; extra == 'quality'
Requires-Dist: accelerate ; extra == 'quality'
Requires-Dist: diffusers (==0.21.4) ; extra == 'quality'
Requires-Dist: bitsandbytes ; extra == 'quality'
Requires-Dist: black ; extra == 'quality'
Requires-Dist: isort ; extra == 'quality'
Requires-Dist: flake8 (==3.7.9) ; extra == 'quality'

# 🤗 AutoTrain Advanced

AutoTrain Advanced: faster and easier training and deployments of state-of-the-art machine learning models

[![Deploy on Spaces](https://huggingface.co/datasets/huggingface/badges/resolve/main/deploy-on-spaces-lg.svg)](https://huggingface.co/new-space?template=autotrain-projects/autotrain-advanced)


## Documentation

Documentation is available [here](https://hf.co/docs/autotrain/).



## Installation

You can Install AutoTrain-Advanced python package via PIP. Please note you will need python >= 3.8 for AutoTrain Advanced to work properly.

    pip install autotrain-advanced
    
Please make sure that you have git lfs installed. Check out the instructions here: https://github.com/git-lfs/git-lfs/wiki/Installation


## Colabs

| Task | Colab Link |
| --- | --- |
| LLM Fine Tuning | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/autotrain-advanced/blob/main/colabs/AutoTrain_LLM.ipynb) |
| DreamBooth Training | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/autotrain-advanced/blob/main/colabs/AutoTrain_Dreambooth.ipynb) |


## Tutorials

| Title | Link |
| --- | --- |
| How to Finetune LLMs | https://youtu.be/3fsn19OI_C8 |
| How to Train SDXL Dreambooth | https://youtu.be/gF078Lhnr94 |


## Documentation

Documentation is available at https://hf.co/docs/autotrain/
