Update README.md

README.md

@@ -1,15 +1,14 @@
 ---
-license: cc-by-sa-4.0
+license: apache-2.0  
+inference: false
 ---
 
-# SLIM-XSUM-TOOL
+# SLIM-XSUM-PHI-3-GGUF
 
 <!-- Provide a quick summary of what the model is/does. -->
 
 
-**slim-xsum-tool** is a 4_K_M quantized GGUF version of slim-xsum, providing a small, fast inference implementation, optimized for multi-model concurrent deployment.  
-
-This model implements an 'extreme summarization' (e.g., 'xsum') function based on the parameter key "xsum" that generates an LLM text output in the form of a python dictionary as follows:  
+**slim-xsum-phi-3-gguf** is a fine-tune of Phi-3 that implements an 'extreme summarization' (e.g., 'xsum') function call based on the parameter key "xsum" that generates an LLM text output in the form of a python dictionary as follows:  
 
      `{'xsum': ['Stock Market declines on worries of interest rates.']} `  
      
@@ -21,7 +20,7 @@ The intent of SLIMs is to forge a middle-ground between traditional encoder-base
 To pull the model via API:  
 
     from huggingface_hub import snapshot_download           
-    snapshot_download("llmware/slim-xsum-tool", local_dir="/path/on/your/machine/", local_dir_use_symlinks=False)  
+    snapshot_download("llmware/slim-xsum-phi-3-gguf", local_dir="/path/on/your/machine/", local_dir_use_symlinks=False)  
     
 
 Load in your favorite GGUF inference engine, or try with llmware as follows:
@@ -29,14 +28,14 @@ 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-xsum-tool")
+    model = ModelCatalog().load_model("slim-xsum-phi-3-gguf")
     response = model.function_call(text_sample)  
 
     # this one line will download the model and run a series of tests
-    ModelCatalog().tool_test_run("slim-xsum-tool", verbose=True)  
+    ModelCatalog().tool_test_run("slim-xsum-phi-3-gguf", verbose=True)  
 
 
-Note: please review [**config.json**](https://huggingface.co/llmware/slim-xsum-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-xsum-phi-3-gguf/blob/main/config.json) in the repository for prompt wrapping information, details on the model, and full test set.  
 
 
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