Update README.md

README.md

@@ -1,48 +1,26 @@
 ---
 license: mit
-tags:
-- generated_from_trainer
 model-index:
 - name: chef-gpt-base
   results: []
+language:
+- bg
+pipeline_tag: text-generation
 ---
 
-<!-- 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. -->
-
 # chef-gpt-base
-
-This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
+GPT-2 architecture trained to generate recipes based on ingredients.
 
 ## Model description
+This is GPT-2 pretrained on a custom dataset of recipies in Bulgarian.
+You can find the dataset [here](https://www.kaggle.com/datasets/auhide/bulgarian-recipes-dataset).
 
-More information needed
-
-## Intended uses & limitations
-
-More information needed
-
-## Training and evaluation data
-
-More information needed
-
-## Training procedure
-
-### Training hyperparameters
-
-The following hyperparameters were used during training:
-- learning_rate: 0.0003
-- 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: 20
-- mixed_precision_training: Native AMP
+## Usage
+```python
 
-### Framework versions
+```
 
-- Transformers 4.26.1
-- Pytorch 1.13.0
-- Datasets 2.1.0
-- Tokenizers 0.13.2
+## Additional tokens
+- [ING] - ingredients token; denotes the begining of the tokens representing the ingredients
+- [EOL] - end-of-line token; equivalent to a newline
+- [REC] - recipe token; denotes the begining of the recipe