Update README.md

README.md

@@ -14,8 +14,6 @@ datasets:
 - wikipedia
 ---
 
-<!-- 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. -->
 
 # mGPT: fine-tune on message data MWE
 
@@ -23,15 +21,25 @@ This model is a fine-tuned version of [sberbank-ai/mGPT](https://huggingface.co/
 
 ## Model description
 
-More information needed
+- testing if fine-tuned personality data bleeds over to other languages without being trained in them explicitly 
+- for some reason inference API is not pleased with the model but it works fine in Python
 
-## Intended uses & limitations
+### Usage in python
 
-More information needed
+Install the transformers library if you don't have it:
+
+pip install -U transformers
+load the model into a pipeline object:
+
+from transformers import pipeline
+import torch
+device = 'cuda' if torch.cuda.is_available() else 'cpu'
+my_chatbot = pipeline('text-generation', 
+                      'pszemraj/mGPT-Peter-mwe',
+                      device=0 if device == 'cuda' else -1,
+                    )
 
-## Training and evaluation data
 
-More information needed
 
 ## Training procedure