[up]: add model architecture section to the model card

README.md

@@ -591,14 +591,6 @@ Our zero-shot search query parsing model is designed to extract structured infor
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-### Results
-
-[More Information Needed]
-
-#### Summary
-
-
-[More Information Needed]
 
 ## Environmental Impact
 
@@ -612,19 +604,20 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
 - **Compute Region:** us-west-1
 - **Carbon Emitted:** 6.48
 
-## Technical Specifications [optional]
+## Technical Specifications
 
 ### Model Architecture and Objective
 
-[More Information Needed]
+* Base model: [Falcon-7b-Instruct](https://huggingface.co/tiiuae/falcon-7b-instruct).
+* Quantization Configuration: Uses settings like `load_in_4bit` and `bnb_4bit_quant_type` for model quantization.
 
 ### Compute Infrastructure
 
-[More Information Needed]
+[To be added]
 
 #### Hardware
 
-[More Information Needed]
+[To be added]
 
 #### Software