update readme.md

README.md

@@ -1,15 +1,27 @@
 ---
 library_name: transformers
-tags: []
+base_model:
+- bigcode/starcoder2-7b
 ---
 
 # Model Card for Model ID
 
-<!-- Provide a quick summary of what the model is/does. -->
+# StarCoder2 Fine-Tuned with LoRA
+
+This is a fine-tuned version of the StarCoder2 model using LoRA (Low-Rank Adaptation) on a specific dataset for code generation or a targeted task. The base model is `bigcode/starcoder2-7b`, and this model has been fine-tuned on the `CodeAlpaca_20K` python dataset.
+
 
 
 
 ## Model Details
+**Base Model:** `bigcode/starcoder2-7b`  
+**Fine-Tuned With:** LoRA (Low-Rank Adaptation)  
+**Quantization:** 4-bit precision using `bitsandbytes`  
+**Fine-Tuning Framework:** Hugging Face `transformers` and `peft`  
+**Dataset:** CodeAlpaca_20K (or other dataset)  
+**Max Sequence Length:** 1024 tokens  
+**Use Case:** Code generation or Q&A for programming-related tasks.  
+**Model Size:** 7B parameters  
 
 ### Model Description
 
@@ -17,13 +29,13 @@ tags: []
 
 This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
 
-- **Developed by:** [More Information Needed]
+- **Developed by:** Keshav Singh
 - **Funded by [optional]:** [More Information Needed]
 - **Shared by [optional]:** [More Information Needed]
 - **Model type:** [More Information Needed]
 - **Language(s) (NLP):** [More Information Needed]
 - **License:** [More Information Needed]
-- **Finetuned from model [optional]:** [More Information Needed]
+- **Finetuned from model [optional]:** Starcoder2-7b
 
 ### Model Sources [optional]