Update README.md

README.md

@@ -10,41 +10,62 @@ model-index:
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 should probably proofread and complete it, then remove this comment. -->
 
-# ArtPrompter
+# [ArtPrompter](https://pearsonkyle.github.io/Art-Prompter/)
 
-This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
+A [gpt2](https://huggingface.co/gpt2) powered predictive algorithm for making descriptive text prompts for A.I. image generators (e.g. MidJourney, Stable Diffusion, ArtBot, etc). The model was trained on a custom dataset containing 666K unique prompts from MidJourney. Simply start a prompt and let the algorithm suggest ways to finish it.
 
-## Model description
+![](https://huggingface.co/pearsonkyle/ArtPrompter/resolve/main/starry_night.gif)
 
-More information needed
+[![Art Prompter Basic](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1HQOtD2LENTeXEaxHUfIhDKUaPIGd6oTR?usp=sharing)
+
+
+
+```python
+from transformers import pipeline
+
+prompter = pipeline('text-generation',model='pearsonkyle/ArtPrompter', tokenizer='gpt2')
+
+texts = prompter('A portal to a galaxy, view with', max_length=30, num_return_sequences=5)
+
+for i in range(5):
+    print(texts[i]['generated_text']+'\n')
+```
 
 ## Intended uses & limitations
 
-More information needed
+Build sick prompts and lots of them.. use it to [make animations](https://colab.research.google.com/drive/1Ooe7c87xGMa9oG5BDrFVzYqJLvnoKcyZ?usp=sharing) or a discord bot that can interact with MidJourney.
+
+[![](https://pearsonkyle.github.io/Art-Prompter/images/discord_bot.png)](https://discord.gg/3S8Taqa2Xy)
+
 
-## Training and evaluation data
+## Examples
+
+- *The entire universe is a simulation,a confessional with a smiling guy fawkes mask, symmetrical, inviting,hyper realistic* 
+
+- *a pug disguised as a teacher. Setting is a class room*
+
+- *I wish I had an angel For one moment of love I wish I had your angel Your Virgin Mary undone Im in love with my desire Burning angelwings to dust*
+
+- *The heart of a galaxy, surrounded by stars, magnetic fields, big bang, cinestill 800T,black background, hyper detail, 8k, black*
 
-More information needed
 
 ## Training procedure
 
+~30 hours of finetune on RTX3070 with 666K unique prompts
+
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
 - learning_rate: 5e-05
-- train_batch_size: 32
-- eval_batch_size: 8
+- train_batch_size: 16
+- eval_batch_size: 4
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 10
-
-### Training results
-
-
+- num_epochs: 50
 
 ### Framework versions
 
 - Transformers 4.26.0
 - Pytorch 1.13.1
-- Tokenizers 0.13.2
+- Tokenizers 0.13.2