EN‐Wiki

How to use:

Interface has four main tabs: LLM, StableDiffusion, StableAudio and Interface. Select the one you need and follow the instructions below

LLM - has five sub-tabs:

Dataset:

• Here you can create a new or expand an existing dataset
• Datasets are saved in a folder datasets/llm

Finetune:

1. First upload your models to the folder: models/llm
2. Upload your dataset to the folder: datasets/llm
3. Select your model and dataset from the drop-down lists
4. Select a finetune method
5. Write a name for the model
6. Set up the model hyper-parameters for finetuning
7. Click the Submit button to receive the finetuned model

Evaluate:

1. First upload your models to the folder: finetuned-models/llm
2. Upload your dataset to the folder: datasets/llm
3. Select your models and dataset from the drop-down lists
4. Set up the models parameters for evaluate
5. Click the Submit button to receive the evaluate of model

Quantize:

1. First upload your models to the folder: finetuned-models/llm
2. Select a Model and Quantization Type
3. Click the Submit button to receive the conversion of model

Generate:

1. Select your models from the drop-down list
2. Set up the models according to the parameters you need
3. Set up the models parameters to generate
4. Click the Submit button to receive the generated text

StableDiffusion - has six sub-tabs:

Dataset:

• Here you can create a new or expand an existing dataset
• Datasets are saved in a folder datasets/sd

Finetune:

1. First upload your models to the folder: models/sd
2. Upload your dataset to the folder: datasets/sd
3. Select your model and dataset from the drop-down lists
4. Select a model type and finetune method
5. Write a name for the model
6. Set up the model hyper-parameters for finetuning
7. Click the Submit button to receive the finetuned model

Evaluate:

1. First upload your models to the folder: finetuned-models/sd
2. Upload your dataset to the folder: datasets/sd
3. Select your models and dataset from the drop-down lists
4. Select a model method and model type
5. Enter your prompt
6. Set up the models parameters for evaluate
7. Click the Submit button to receive the evaluate of model

Conversion:

1. First upload your models to the folder: finetuned-models/sd
2. Select a model type
3. Set up the models parameters for convert
4. Click the Submit button to receive the conversion of model

Quantize:

1. First upload your models to the folder: finetuned-models/sd
2. Select a Model and Quantization Type
3. Click the Submit button to receive the conversion of model

Generate:

1. First upload your models to the folder: finetuned-models/sd
2. Select your models from the drop-down list
3. Select a model method and model type
4. Enter your prompt
5. Set up the models parameters to generate
6. Click the Submit button to receive the generated image

StableAudio - has three sub-tabs:

Dataset:

• Here you can create a new or expand an existing dataset
• Datasets are saved in a folder datasets/audio

Finetune:

1. First upload your models to the folder: models/audio
2. Upload your dataset to the folder: datasets/audio
3. Select your model and dataset from the drop-down lists
4. Write a name for the model
5. Click the Submit button to receive the finetuned model

Generate:

1. First upload your models to the folder: finetuned-models/audio
2. Select your models from the drop-down list
3. Enter your prompt
4. Set up the models parameters to generate
5. Click the Submit button to receive the generated audio

Wiki:

• Here you can view online or offline wiki of project

ModelDownloader:

• Here you can download LLM, StableDiffusion and StableAudio models. Just choose the model from the drop-down list and click the Submit button

LLM models are downloaded here: models/llm

StableDiffusion models are downloaded here: models/sd

StableAudio models are downloaded here: models/audio

Settings:

• Here you can change the application settings

System:

• Here you can see the indicators of your computer's sensors by clicking on the Submit button

Additional Information:

1. All finetunes are saved in the finetuned-models folder
2. You can press the Clear button to reset your selection
3. You can turn off the application using the Close terminal button
4. You can open the finetuned-models, datasets, and outputs folders by clicking on the folder name button
5. You can reload interface dropdown lists by clicking on the Reload interface

Where can i get models and datasets?

• LLM, StableDiffusion and StableAudio models can be taken from HuggingFace or from ModelDownloader inside interface
• LLM, StableDiffusion and StableAudio datasets can be taken from HuggingFace or you can create own datasets inside interface