Update README.md

README.md

@@ -17,19 +17,19 @@ tags:
 - instruction2code
 ---
 
-# BART-LARGE-CNN fine-tuned on SYNTHETIC_TEXT_TO_SQL
+# Llama-2-7b-Chat-GPTQ fine-tuned on PYTHON-CODES-25K
 
-Generate SQL query from Natural Language question with a SQL context.
+Generate Python code that accomplishes the task instructed.
 
 
-## Model Details
+## LoRA Adpater Head
 
-### Model Description
+### Description
 
-BART from facebook/bart-large-cnn is fintuned on gretelai/synthetic_text_to_sql dataset to generate SQL from NL and SQL context
+Parameter Efficient Finetuning(PEFT) a 4bit quantized Llama-2-7b-Chat from TheBloke/Llama-2-7b-Chat-GPTQ on flytech/python-codes-25k dataset.
 
 
-- **Model type:** BART
+- **Model type:** 
 - **Language(s) (NLP):** English
 - **License:** openrail
 - **Finetuned from model [facebook/bart-large-cnn](https://huggingface.co/facebook/bart-large-cnn?text=The+tower+is+324+metres+%281%2C063+ft%29+tall%2C+about+the+same+height+as+an+81-storey+building%2C+and+the+tallest+structure+in+Paris.+Its+base+is+square%2C+measuring+125+metres+%28410+ft%29+on+each+side.+During+its+construction%2C+the+Eiffel+Tower+surpassed+the+Washington+Monument+to+become+the+tallest+man-made+structure+in+the+world%2C+a+title+it+held+for+41+years+until+the+Chrysler+Building+in+New+York+City+was+finished+in+1930.+It+was+the+first+structure+to+reach+a+height+of+300+metres.+Due+to+the+addition+of+a+broadcasting+aerial+at+the+top+of+the+tower+in+1957%2C+it+is+now+taller+than+the+Chrysler+Building+by+5.2+metres+%2817+ft%29.+Excluding+transmitters%2C+the+Eiffel+Tower+is+the+second+tallest+free-standing+structure+in+France+after+the+Millau+Viaduct.)**