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--- |
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license: mit |
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datasets: |
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- Xilabs/instructmix |
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- CreitinGameplays/small-chat-assistant-for-bloom |
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- sahil2801/CodeAlpaca-20k |
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language: |
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- en |
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--- |
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## BLOOM 3b Fine-tuned for Chat Assistant |
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**Model Name:** BLOOM 3b |
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**Model Architecture:** bloom |
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**Short Description:** This model is a fine-tuned version of the BLOOM 3b large language model, focusing on conversational interactions between a user and an AI assistant. The fine-tuning process leveraged two datasets: "vicgalle/alpaca-gpt4" and "CreitinGameplays/small-chat-assistant-for-bloom". These datasets provided examples of question-and-answer exchanges and dialogues between users and AI assistants. |
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**Intended Use:** This model is intended for research purposes and exploration of conversational AI applications. It can be used for tasks like: |
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* Generating responses to user prompts in a chat assistant setting. |
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* Creating examples of chatbot interactions for further development. |
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* Studying the capabilities of large language models for conversation. |
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**Limitations:** |
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* **Fine-tuning Focus:** The model's performance is optimized for the specific format and context of the fine-tuning data. It may not generalize well to significantly different conversation styles or topics. |
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* **Potential Biases:** The model may inherit biases from the training data. It's important to be aware of these potential biases and use the model responsibly. |
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* **Limited Factual Accuracy:** Large language models are still under development and may generate responses that are not entirely factually accurate. It's important to verify information generated by the model with other sources. |
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**Specific Input Format:** |
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The model was fine-tuned using a specific input format that separates the system prompt, user prompt, and assistant response with special tokens: |
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``` |
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<|system|> {system prompt} </s> <|prompter|> {user prompt} </s> <|assistant|> </s> {model prediction} ``` |
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Using this format when interacting with the model can improve its performance and generate more relevant responses. |
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**Disclaimer:** This model is for research and exploration purposes only. It should not be used in any applications that require high levels of accuracy or reliability. |
