Update README.md

README.md

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 # FeynModel V 0.1
 
 
-![image/png](https://cdn-uploads.huggingface.co/production/uploads/645364cbf666f76551f93111/RNgPbOsYh_XAo-rCRrNUb.png)
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/645364cbf666f76551f93111/ZviQjj2NvCvl0R7IZiRai.png)
+
+#### Welcome to the FeynModel repository, a Vision Language model with the resapnning capabilities of the LLM (Language Learning Model). it aims to explore the power of both worlds on scientific reasonin capaicties, this model is fine-tuned using the LoRA (Local Re-Attention) method, optimizing it for enhanced performance in diverse vision and language tasks.
+
+#### The 0.1 version uses pretrained layers from DaVit Vision Tower of Florence2-base (Microsoft) and Gemma2-2B (Google) and  was finetuned on M3IT coco and ScencieQA
+
+#### It use a S6 block to wire context memory for Q* TS (experimental)
 
 # how to use
 
@@ -32,6 +39,18 @@ for output in model.generate(input_ids=input_ids.input_ids,max_length=max_length
 
 ```
 
+#### it will output something like :
+
+```
+This is a trick question!  Here's why:
+
+* **Helicopters don't have food to eat.** Helicopters are machines that fly. They don't have mouths or stomachs!
+* **Humans don't fly through food.** We eat food to give our bodies energy. But we don't eat food that we can fly through! 
+
+Let me know if you'd like to learn about how people eat different foods. 
+
+```
+
 # Vision Inference
 
 ```python