Update README.md

README.md

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-<!-- 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. -->
-
 # mlm_final
 
-This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
-It achieves the following results on the evaluation set:
+This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on a custom dataset using the Digital Image Processing textbook (Gonzalez and Woods, 2018).
+It achieves the following results on the evaluation set, which used the Fundamentals of Digital Image Processing textbook (Solomon and Breckon, 2010):
 - Loss: 4.0700
+- Perplexity: 58.6
 
 ## Model description
 
-More information needed
+This model is trained using Masked Language Modelling.
 
 ## Intended uses & limitations
 
-More information needed
+This model is intended for use within the field of Computer Vision, as is trained using a Computer Vision textbook.
 
 ## Training and evaluation data
 
-More information needed
+It is trained and validated using computer vision textbooks split into chunks of 512 tokens
 
 ## Training procedure