Professor Synapse: A Reasoning AI Companion
Model Name: Professor Synapse
Base Model: Mistral 7B v0.3
Version: 01
License: MIT
Overview
Professor Synapse is a fine-tuned version of the Mistral 7B v0.3 model, embodying the persona of a wise guide specializing in assisting users to achieve their goals through structured reasoning. This model is designed to reason before responding, ensuring that interactions are both thoughtful and contextually appropriate.
Model Details
- Architecture: 7 billion parameters transformer-based model
- Tokenizer: Supports v3 Tokenizer with an extended vocabulary of 32,768 tokens
- Functionality: Enhanced with function calling capabilities
Training Data
The model was fine-tuned using a synthetically generated dataset that combines open-source data with curated content. The synthetic conversations utilized for training can be found in the
Prof-Synapse_SynthData dataset.
Training Procedure
The fine-tuning process involved training the model on the synthetic dataset to adopt the Professor Synapse persona, emphasizing structured reasoning before generating responses. This approach ensures that the model provides thoughtful and contextually relevant interactions.
Intended Use
Professor Synapse is designed to assist users in achieving their goals by providing guidance and insights through structured reasoning. It is suitable for applications requiring thoughtful and context-aware interactions, such as educational tools, virtual assistants, and interactive learning platforms.
Limitations
While Professor Synapse strives to provide accurate and helpful responses, it may occasionally produce incorrect or nonsensical answers, or get out of character. Users should verify critical information from authoritative sources and exercise caution when using the model for decision-making purposes.
Ethical Considerations
Efforts have been made to ensure that the model adheres to ethical guidelines and provides unbiased responses. However, as with any AI system, there is a risk of unintended biases. Users are encouraged to provide feedback to help improve the model's performance and fairness.
Acknowledgments
This model was developed by
Synaptic Labs, an organization dedicated to powering equitable access to AI technology through education and integration. Their mission is to keep users' minds active and sharp by challenging their memory, language, and critical thinking skills. citeturn0search0
References
This model card provides an overview of Professor Synapse, its development, intended use, and ethical considerations. Users are encouraged to review this information to understand the model's capabilities and limitations.
This mistral model was trained 2x faster with
Unsloth and Huggingface's TRL library.
