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haktancetin / 496_CookBuddyProject

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Search for optimal LLM model and chatbot dynamics #3

Closed STUzun closed 8 months ago

STUzun commented 9 months ago

The LLM model flax-community/t5-recipe-generation is used for recipe generation. The main aim of this sprint is to find a better recipe generator if exists. Currently there are approximately 400 models in Hugging Face model library, fine tuned for recipe suggestion and generation. The API may support a normal dialog section. More general models like GPT-2 can response this quest. Chainlit is used to create Conversational AI alternative. However, to provide a organized project structure, Chainlit option is abandoned.

STUzun commented 8 months ago

After further researches some other proper recipe generator LLM models are founded. Here are the most suitable model examples for our project goal: "flax-community/t5-recipe-generation", "KnutJaegersberg/black_goo_recipe_c", "edwardjross/xlm-roberta-base-finetuned-recipe-all", "jky594176/recipe_GPT2", "mrm8488/gpt2-finetuned-recipes-cooking", "mrm8488/gpt2-finetuned-recipes-cooking_v2", "mbien/recipenlg", "Dizzykong/gpt2-medium-recipes", flax-community/t5-recipe-generation seems to be the best option according to our requirements.

STUzun commented 8 months ago

Conversational AI alternatives are discussed once more. Streamlit framework is suggested as an alternative to web application instead of Chainlit.