Update README.md

README.md

@@ -2,7 +2,7 @@
 license: apache-2.0
 ---
 
-# SLIM-QA-GEN-TINY-TOOL
+# SLIM-QA-GEN-PHI-3-TOOL
 
 <!-- Provide a quick summary of what the model is/does. -->
 
@@ -15,7 +15,7 @@ This model implements a generative 'question' and 'answer' (e.g., 'qa-gen') func
 
 The model has been designed to accept one of three different parameters to guide the type of question-answer created:  'question, answer' (generates a standard question and answer), 'boolean' (generates a 'yes-no' question and answer), and 'multiple choice' (generates a multiple choice question and answer).  
 
-[**slim-qa-gen-phi-3*](https://huggingface.co/llmware/slim-qa-gen-phi-3) is the Pytorch version of the model, and suitable for fine-tuning for further domain adaptation.
+[**slim-qa-gen-phi-3**](https://huggingface.co/llmware/slim-qa-gen-phi-3) is the Pytorch version of the model, and suitable for fine-tuning for further domain adaptation.
 
 
 To pull the model via API:  
@@ -29,14 +29,14 @@ Load in your favorite GGUF inference engine, or try with llmware as follows:
     from llmware.models import ModelCatalog  
     
     # to load the model and make a basic inference
-    model = ModelCatalog().load_model("slim-qa-gen-tiny-tool")
+    model = ModelCatalog().load_model("slim-qa-gen-tiny-tool", temperature=0.7, sample=True)  
     response = model.function_call(text_sample, params=["boolean"])  
 
-    # this one line will download the model and run a series of tests
-    ModelCatalog().tool_test_run("slim-qa-gen-phi-3-tool", verbose=True)  
+    # this one line will download the model and run a series of tests  
+    ModelCatalog().tool_test_run("slim-qa-gen-phi-3-tool", verbose=True)    
 
 
-Note: please review [**config.json**](https://huggingface.co/llmware/slim-qa-gen-phi-3-tool/blob/main/config.json) in the repository for prompt wrapping information, details on the model, and full test set.  
+Note: please review [**config.json**](https://huggingface.co/llmware/slim-qa-gen-phi-3-tool/blob/main/config.json) in the repository for prompt template information, details on the model, and full test set.  
 
 
 ## Model Card Contact