ai-forever / rudalle-Emojich

huggingface.co
Total runs: 0
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: Diciembre 02 2021

Introduction of rudalle-Emojich

Model Details of rudalle-Emojich

Emojich

generate emojis from text

Model was trained by Sber AI

  • Task: text2image generation
  • Num Parameters: 1.3 B
  • Training Data Volume: 120 million text-image pairs & 2749 text-emoji pairs

Telegram

Model Description

😋 Emojich is a 1.3 billion params model from the family GPT3-like, it generates emoji-style images with the brain of ◾ Malevich.

Fine-tuning stage:

The main goal of fine-tuning is trying to keep the generalization of ruDALL-E Malevich (XL) model on text to emoji tasks. ruDALL-E Malevich is a multi-modality big pretrained transformer, that uses images and texts. The idea with freezing feedforward and self-attention layers in pretrained transformer is demonstrated high performance in changing different modalities. Also, the model has a good chance for over-fitting text modality and lost generalization. To deal with this problem is increased coefficient 10^3 in weighted cross-entropy loss for image codebooks part.

Full version of training code is available on Kaggle: Kaggle

Examples of generated emojis

All examples are generated automatically (without manual cherry-picking) with hyper-parameters: seed 42, batch size 16, top-k 2048, top-p 0.995, temperature 1.0, GPU A100. For making better generative emojis should use more attempts (~512) and select the best one manually.

Remember, the great art makers became "great" after creating just only one masterpiece.

Runs of ai-forever rudalle-Emojich on huggingface.co

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

More Information About rudalle-Emojich huggingface.co Model

rudalle-Emojich huggingface.co

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

rudalle-Emojich huggingface.co Url

https://huggingface.co/ai-forever/rudalle-Emojich

ai-forever rudalle-Emojich online free

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

ai-forever rudalle-Emojich online free url in huggingface.co:

https://huggingface.co/ai-forever/rudalle-Emojich

rudalle-Emojich install

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

rudalle-Emojich install url in huggingface.co:

https://huggingface.co/ai-forever/rudalle-Emojich

Url of rudalle-Emojich

rudalle-Emojich huggingface.co Url

Provider of rudalle-Emojich huggingface.co

ai-forever
ORGANIZATIONS

Other API from ai-forever

huggingface.co

Total runs: 525.5K
Run Growth: 507.4K
Growth Rate: 96.56%
Updated: Noviembre 03 2023
huggingface.co

Total runs: 10.6K
Run Growth: 1.5K
Growth Rate: 13.75%
Updated: Diciembre 05 2023
huggingface.co

Total runs: 8.2K
Run Growth: 5.1K
Growth Rate: 59.45%
Updated: Diciembre 29 2024
huggingface.co

Total runs: 5.9K
Run Growth: 3.5K
Growth Rate: 60.26%
Updated: Diciembre 11 2023
huggingface.co

Total runs: 2.3K
Run Growth: -408
Growth Rate: -17.86%
Updated: Diciembre 05 2023
huggingface.co

Total runs: 1.8K
Run Growth: 5
Growth Rate: 0.28%
Updated: Diciembre 28 2023
huggingface.co

Total runs: 1.3K
Run Growth: -6.3K
Growth Rate: -493.39%
Updated: Diciembre 05 2023
huggingface.co

Total runs: 315
Run Growth: 158
Growth Rate: 50.16%
Updated: Enero 26 2023
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated: Diciembre 24 2021
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated: Junio 08 2023
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated: Septiembre 21 2021