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README.md

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 # Llama-3-SEC-Base: A Domain-Specific Chat Agent for SEC Data Analysis
 
-Llama-3-SEC-Base is a state-of-the-art domain-specific large language model trained on a vast corpus of SEC (Securities and Exchange Commission) data. Built upon the powerful Meta-Llama-3-70B-Instruct model, Llama-3-SEC-Base has been developed to provide unparalleled insights and analysis capabilities for financial professionals, investors, researchers, and anyone working with SEC filings and related financial data. This checkpoint did not include SFT, and is strictly the model post pretraining that has been merged with Llama-3-70B-Instruct. For a variant that was fine-tuned for chat related purposes please see [Llama-3-SEC-Chat](https://huggingface.co/arcee-ai/Llama-3-SEC-Chat).
+Llama-3-SEC-Base is a state-of-the-art domain-specific large language model trained on a vast corpus of SEC (Securities and Exchange Commission) data. Built upon the powerful Meta-Llama-3-70B-Instruct model, Llama-3-SEC-Base has been developed to provide unparalleled insights and analysis capabilities for financial professionals, investors, researchers, and anyone working with SEC filings and related financial data. This checkpoint does not include supervised fine-tuning (SFT) and is strictly the our CPT model merged with Llama-3-70B-Instruct. For a variant that has been fine-tuned for chat-related purposes, please see [Llama-3-SEC-Chat](https://huggingface.co/arcee-ai/Llama-3-SEC-Chat).
 
 ## Model Details