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@@ -20,13 +20,16 @@ Please checkout the repo: https://github.com/luffycodes/Tutorbot-Spock-Phys.
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  ## Model details
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  **Model type:**
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- Higgs is an open-source educational tutoring chatbot trained by fine-tuning LLaMA-2-70B-chat model on synthetic student-tutorbot conversations generated using a specialized prompt.
 
 
 
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  **Model date:**
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  Higgs was trained between May 2023 and Sept 2023.
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  **Organizations developing the model:**
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- The Spock team with members from Rice University and OpenStax.
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  **Where to send questions or comments about the model:**
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  Shashank Sonkar ([email protected])
 
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  ## Model details
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  **Model type:**
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+ Higgs is an open-source educational tutoring chatbot trained by fine-tuning LLaMA-2-70B-chat model on synthetic student-tutorbot conversations generated using [specialized prompts](https://github.com/luffycodes/Tutorbot-Spock-Phys/tree/main/prompts/conversation_gen).
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+ Higgs performs a code soliloquy (an inner monologue) in which Higgs prompts itself through a series of prompts to decide if it's next response to the student would need any math calculations.
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+ If Higgs determines that the response might require such a calculation, such as in cases to verify student calculation, it outputs python code.
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+ Then, it uses the output of the python code to frame a mathematically accurate reply to the student.
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  **Model date:**
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  Higgs was trained between May 2023 and Sept 2023.
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  **Organizations developing the model:**
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+ The Higgs (Spock) team with members from Rice University and OpenStax.
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  **Where to send questions or comments about the model:**
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  Shashank Sonkar ([email protected])