Update README.md

README.md

@@ -4,30 +4,19 @@ base_model: gpt2
 tags:
 - generated_from_trainer
 model-index:
-- name: dropout_c-gpt2_s-0
+- name: dropout_gpt2
   results: []
+language:
+- en
 ---
 
-<!-- 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. -->
+# dropout_gpt2
 
-# dropout_c-gpt2_s-0
-
-This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on the None dataset.
+This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on a English Wikipedia dataset.
 
 ## Model description
 
-More information needed
-
-## Intended uses & limitations
-
-More information needed
-
-## Training and evaluation data
-
-More information needed
-
-## Training procedure
+Dropout debiased GPT-2 using the hyperparameters specified in [Measuring and Reducing Gendered Correlations in Pre-trained Models (Webster et al. 2021)](https://arxiv.org/abs/2010.06032).
 
 ### Training hyperparameters
 
@@ -42,13 +31,9 @@ The following hyperparameters were used during training:
 - lr_scheduler_type: linear
 - training_steps: 4000
 
-### Training results
-
-
-
 ### Framework versions
 
 - Transformers 4.35.2
 - Pytorch 2.1.0+cu121
 - Datasets 2.16.1
-- Tokenizers 0.15.0
+- Tokenizers 0.15.0