Update README.md

README.md

@@ -12,17 +12,33 @@ pipeline_tag: image-text-to-text
 
 # LeroyDyer/Mixtral_AI_Cyber_Q_Vision
 
-<!-- Provide a quick summary of what the model is/does. -->
 
+VisionEncoderDecoderModel is a generic model class that will be instantiated as a transformer architecture
+with one of the base vision model classes of the library as encoder and another one as decoder
+when created with the :
+
+```python
+
+transformers.AutoModel.from_pretrained class method for the encoder and :
+transformers.AutoModelForCausalLM.from_pretrained class method for the decoder.
 
 
-## Model Details
-VisionEncoderDecoderModel is a generic model class that will be instantiated as a transformer architecture with one of the base vision model classes of the library as encoder and another one as decoder when created with the :meth~transformers.AutoModel.from_pretrained class method for the encoder and :meth~transformers.AutoModelForCausalLM.from_pretrained class method for the decoder.
+```
+
 ### Model Description
 
-<!-- Provide a longer summary of what this model is. -->
 
-This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
+
+This is the model card of a 🤗 transformers model that has been pushed on the Hub. 
+
+This is an experiment in vision - the model has been created as a mistral/VisionEncoder/Decoder 
+
+Customized from 
+-Mixtral_AI_Cyber_Matrix_2.0(7b) 
+
+-TinyMistral (248)
+
+-ikim-uk-essen/BiomedCLIP_ViT_patch16_224
 
 - **Developed by:** [LeroyDyer]
 - **Model type:** [image-text-to-image-text]
@@ -32,11 +48,6 @@ This is the model card of a 🤗 transformers model that has been pushed on the
 
 
 
-### Recommendations
-
-this is an experiment in vision - the model has been created as a mistral/VisionEncoder/Decoder 
-Customized from Mixtral_AI_Cyber_Matrix_2.0(7b) & TinyMistral (248)
-ikim-uk-essen/BiomedCLIP_ViT_patch16_224
 
 ## How to Get Started with the Model