huggingartists / muse

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: -1
30-day runs: 7
Model's Last Updated: September 23 2021
text-generation

Introduction of muse

Model Details of muse

🤖 HuggingArtists Model 🤖
Muse
@muse

I was made with huggingartists .

Create your own bot based on your favorite artist with the demo !

How does it work?

To understand how the model was developed, check the W&B report .

Training data

The model was trained on lyrics from Muse.

Dataset is available here . And can be used with:

from datasets import load_dataset

dataset = load_dataset("huggingartists/muse")

Explore the data , which is tracked with W&B artifacts at every step of the pipeline.

Training procedure

The model is based on a pre-trained GPT-2 which is fine-tuned on Muse's lyrics.

Hyperparameters and metrics are recorded in the W&B training run for full transparency and reproducibility.

At the end of training, the final model is logged and versioned.

How to use

You can use this model directly with a pipeline for text generation:

from transformers import pipeline
generator = pipeline('text-generation',
                     model='huggingartists/muse')
generator("I am", num_return_sequences=5)

Or with Transformers library:

from transformers import AutoTokenizer, AutoModelWithLMHead
  
tokenizer = AutoTokenizer.from_pretrained("huggingartists/muse")

model = AutoModelWithLMHead.from_pretrained("huggingartists/muse")
Limitations and bias

The model suffers from the same limitations and bias as GPT-2 .

In addition, the data present in the user's tweets further affects the text generated by the model.

About

Built by Aleksey Korshuk

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For more details, visit the project repository.

GitHub stars

Runs of huggingartists muse on huggingface.co

9
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
7
30-day runs

More Information About muse huggingface.co Model

muse huggingface.co

muse huggingface.co is an AI model on huggingface.co that provides muse's model effect (), which can be used instantly with this huggingartists muse model. huggingface.co supports a free trial of the muse model, and also provides paid use of the muse. Support call muse model through api, including Node.js, Python, http.

huggingartists muse online free

muse huggingface.co is an online trial and call api platform, which integrates muse's modeling effects, including api services, and provides a free online trial of muse, you can try muse online for free by clicking the link below.

huggingartists muse online free url in huggingface.co:

https://huggingface.co/huggingartists/muse

muse install

muse is an open source model from GitHub that offers a free installation service, and any user can find muse on GitHub to install. At the same time, huggingface.co provides the effect of muse install, users can directly use muse installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

muse install url in huggingface.co:

https://huggingface.co/huggingartists/muse

Url of muse

Provider of muse huggingface.co

huggingartists
ORGANIZATIONS

Other API from huggingartists

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