EveryDream2trainer/README.md

# EveryDream Trainer 2.0

Welcome to v2.0 of EveryDream trainer! Now with more diffusers and even more features!

Please join us on Discord! https://discord.gg/uheqxU6sXN

If you find this tool useful, please consider subscribing to the project on [Patreon](https://www.patreon.com/everydream) or a one-time donation at [Ko-fi](https://ko-fi.com/everydream).

## Video tutorials

### [Basic setup and getting started](https://www.youtube.com/watch?v=OgpJK8SUW3c) 

Covers install, setup of base models, startning training, basic tweaking, and looking at your logs
### [Multiaspect and crop jitter](https://www.youtube.com/watch?v=0xswM8QYFD0)

Behind the scenes look at how the trainer handles multiaspect and crop jitter

### Companion tools repo

Make sure to check out the [tools repo](https://github.com/victorchall/EveryDream), it has a grab bag of scripts to help with your data curation prior to training.  It has automatic bulk BLIP captioning for BLIP, script to web scrape based on Laion data files, script to rename generic pronouns to proper names or append artist tags to your captions, etc. 

## Docs

[Setup and installation](doc/SETUP.md)

[Download and setup base models](doc/BASEMODELS.md) 

[Data Preparation](doc/DATA.md)

[Training](doc/TRAINING.md) - How to start training

[Basic Tweaking](doc/TWEAKING.md) - Important args to understand to get started

[Logging](doc/LOGGING.md) 

[Advanced Tweaking](doc/ATWEAKING.md) - More stuff to tweak once you are comfortable

[Advanced Optimizer Tweaking](/doc/OPTIMIZER.md) - Even more stuff to tweak if you are *very adventurous*

[Chaining training sessions](doc/CHAINING.md) - Modify training parameters by chaining training sessions together end to end

[Shuffling Tags](doc/SHUFFLING_TAGS.md)

[Data Balancing](doc/BALANCING.md) - Includes my small treatise on model preservation with ground truth data

[Validation](doc/VALIDATION.md) - Use a validation split on your data to see when you are overfitting and tune hyperparameters

[Troubleshooting](doc/TROUBLESHOOTING.md)

## Cloud

[Free tier Google Colab notebook](https://colab.research.google.com/github/victorchall/EveryDream2trainer/blob/main/Train_Colab.ipynb)

[RunPod / Vast](/doc/CLOUD_SETUP.md)

[Docker image link](https://github.com/victorchall/EveryDream2trainer/pkgs/container/everydream2trainer)
hey look ed2 2022-12-17 20:32:48 -07:00			`# EveryDream Trainer 2.0`

fixes 2022-12-17 22:43:25 -07:00			`Welcome to v2.0 of EveryDream trainer! Now with more diffusers and even more features!`

hey look ed2 2022-12-17 20:32:48 -07:00			`Please join us on Discord! https://discord.gg/uheqxU6sXN`

chaining and more lowers resolutions 2023-01-08 16:52:39 -07:00			`If you find this tool useful, please consider subscribing to the project on [Patreon](https://www.patreon.com/everydream) or a one-time donation at [Ko-fi](https://ko-fi.com/everydream).`
hey look ed2 2022-12-17 20:32:48 -07:00
minor update 2022-12-18 15:21:13 -07:00			`## Video tutorials`

			`### [Basic setup and getting started](https://www.youtube.com/watch?v=OgpJK8SUW3c)`

			`Covers install, setup of base models, startning training, basic tweaking, and looking at your logs`
			`### [Multiaspect and crop jitter](https://www.youtube.com/watch?v=0xswM8QYFD0)`

			`Behind the scenes look at how the trainer handles multiaspect and crop jitter`

doc and bug with undersized 2023-02-06 11:11:24 -07:00			`### Companion tools repo`
deprecate ed1_mode, autodetect 2023-01-17 10:44:18 -07:00
			`Make sure to check out the [tools repo](https://github.com/victorchall/EveryDream), it has a grab bag of scripts to help with your data curation prior to training. It has automatic bulk BLIP captioning for BLIP, script to web scrape based on Laion data files, script to rename generic pronouns to proper names or append artist tags to your captions, etc.`

hey look ed2 2022-12-17 20:32:48 -07:00			`## Docs`

			`[Setup and installation](doc/SETUP.md)`

minor update 2022-12-18 15:21:13 -07:00			`[Download and setup base models](doc/BASEMODELS.md)`
hey look ed2 2022-12-17 20:32:48 -07:00
			`[Data Preparation](doc/DATA.md)`

more docs, more docs, more docs, ok stop docs 2023-01-23 14:28:23 -07:00			`[Training](doc/TRAINING.md) - How to start training`
hey look ed2 2022-12-17 20:32:48 -07:00
more docs, more docs, more docs, ok stop docs 2023-01-23 14:28:23 -07:00			`[Basic Tweaking](doc/TWEAKING.md) - Important args to understand to get started`
docs 2022-12-17 20:59:03 -07:00
more docs, more docs, more docs, ok stop docs 2023-01-23 14:28:23 -07:00			`[Logging](doc/LOGGING.md)`
fixes 2022-12-17 22:43:25 -07:00
more docs, more docs, more docs, ok stop docs 2023-01-23 14:28:23 -07:00			`[Advanced Tweaking](doc/ATWEAKING.md) - More stuff to tweak once you are comfortable`
chaining and more lowers resolutions 2023-01-08 16:52:39 -07:00
optimizer doc 2023-02-25 14:19:23 -07:00			`[Advanced Optimizer Tweaking](/doc/OPTIMIZER.md) - Even more stuff to tweak if you are very adventurous`

more docs, more docs, more docs, ok stop docs 2023-01-23 14:28:23 -07:00			`[Chaining training sessions](doc/CHAINING.md) - Modify training parameters by chaining training sessions together end to end`
Implemented an optimization for the shuffling if all tags have the same weight and added documentation. 2023-01-07 14:59:51 -07:00
			`[Shuffling Tags](doc/SHUFFLING_TAGS.md)`
more docs, more docs, more docs, ok stop docs 2023-01-23 14:28:23 -07:00
doc and bug with undersized 2023-02-06 11:11:24 -07:00			`[Data Balancing](doc/BALANCING.md) - Includes my small treatise on model preservation with ground truth data`

validation docs 2023-02-08 14:11:09 -07:00			`[Validation](doc/VALIDATION.md) - Use a validation split on your data to see when you are overfitting and tune hyperparameters`

readme updates 2023-02-18 12:49:30 -07:00			`[Troubleshooting](doc/TROUBLESHOOTING.md)`

doc and bug with undersized 2023-02-06 11:11:24 -07:00			`## Cloud`

			`[Free tier Google Colab notebook](https://colab.research.google.com/github/victorchall/EveryDream2trainer/blob/main/Train_Colab.ipynb)`

optimizer doc 2023-02-25 14:19:23 -07:00			`[RunPod / Vast](/doc/CLOUD_SETUP.md)`

			`[Docker image link](https://github.com/victorchall/EveryDream2trainer/pkgs/container/everydream2trainer)`