Update README.md

README.md

@@ -11,7 +11,7 @@ license: cc-by-sa-4.0
 
 ## Model Description
 
-`StableCode-Completion-Alpha-3B` is a 3 billion parameter decoder-only code completion model pre-trained on diverse set of programming languages that topped the stackoverflow developer survey. 
+`StableCode-Completion-Alpha-3B` is a 3 billion parameter decoder-only code completion model pre-trained on diverse set of programming languages that were the top used languages based on the 2023 stackoverflow developer survey. 
 
 ## Usage
 The model is intended to do single/multiline code completion from a long context window upto 16k tokens.
@@ -21,7 +21,7 @@ Get started generating code with `StableCode-Completion-Alpha-3B` by using the f
 from transformers import AutoModelForCausalLM, AutoTokenizer
 tokenizer = AutoTokenizer.from_pretrained("stabilityai/stablecode-completion-alpha-3b")
 model = AutoModelForCausalLM.from_pretrained(
-  "stabilityai/stablelm-base-alpha-3b-v2",
+  "stabilityai/stablecode-completion-alpha-3b",
   trust_remote_code=True,
   torch_dtype="auto",
 )
@@ -74,6 +74,8 @@ The model is pre-trained on the dataset mixes mentioned above in mixed-precision
 
 ### Intended Use
 
+These models are intended to be used by developers and researchers as foundational models for application-specific fine-tuning.
 
 ### Limitations and bias
 
+The pre-training dataset may have contained offensive or inappropriate content even after applying data cleansing filters which can be reflected in the model-generated text. We recommend that users exercise caution when using these models in production systems. Do not use the models for any applications that may cause harm or distress to individuals or groups.