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Go- Gourmet!

"Name a Restaurant!"

Fine-Tuning MISTRAL 7B for a retaining uniform structure

Go-Gourmet Fine-Tuned Mistral 7B Model

Overview

The Go-Gourmet model is a fine-tuned version of the `mistralai/Mistral-7B-Instruct-v0.2` base model with 32k context window, specifically trained to generate structured restaurant cards based on an input of a restaurant name and location. The model has been fine-tuned using a custom dataset of restaurant information to capture relevant details such as cuisine, opening times, location, rating, average price, best dishes, pre-booking requirements, dress code, and website.

Model Details

Base Model: "mistralai/Mistral-7B-Instruct-v0.2"
Fine-Tuned Model: "Sadiah/Go-Gourmet"
Fine-Tuning Dataset: Custom dataset of restaurant information `Sadiah/Go-Gourmet`.
Fine-Tuning Approach: `QLoRA` and `SFT Trainer`
Model Size: The model retains the same size and architecture as the original Mistral base model.

Intended Use

The Go-Gourmet Fine-Tuned Mistral Model is designed to generate structured restaurant cards based on an input of a restaurant name and location. It can be used for various purposes, such as:

Generating informative restaurant cards for food and travel applications
Providing quick and structured information about restaurants to users
Enhancing natural language processing applications related to the food and hospitality industry

Limitations and Considerations

The model's outputs are generated based on patterns and characteristics learned from the fine-tuning dataset. While it aims to provide accurate and relevant information, the generated restaurant cards may not always be perfect or up-to-date.
The model relies on the quality and comprehensiveness of the fine-tuning dataset. If certain details or categories are missing from the dataset, the model may not be able to generate them accurately.
The generated restaurant cards should be used as a starting point and should be verified with official sources

Contact and Feedback

If you have any questions, feedback, or concerns regarding the Go-Gourmet Fine-Tuned Mistral Model, please contact me at https://www.sadiahzahoor.com/contact .