15th may 2024

 Giftguru

 As per the discussion on 15th May 2024 cohere API is only free for developers and it is not free for commercial use which doesn't align with our objective. 

Tried and tested various Large language models for our needs in text generation but there were some challenges faced during the testing of different LLM models that were suitable for our use case

1. Facebook Bart model
1. Challenges: Gave repetitive output similar to the input provided
2. Flan T5:
1. Challenges: Fulfilled all the requirements as needed for the model still the model didn't result in any output.
3. Gemma model:
1. Challenges: Requires GPU for running but there was a timeout for GPU in Colab and Kaggle is not verifying the license key used by me.
2. Pros: It can work on our use case. Will resolve this issue by tomorrow
4. LLama3 by meta:
1. Challenges: Takes too much time to run a single prompt.

Note: Gemini 1.0 API is a free tier but has some restrictions 1 minute only 15 request can be made and 15000 requests per day

Tried run different models using Ollama platform from Shikhar's laptop to check the latency and output generated

1. LLAMA 3 8B model 

Takes aroung 15 sec to generate the output

           Correct output according to our use case

2. Gemma: 2b model

Takes around 9 sec

  Fails for our use cases

3. Gemma:7b model 1.5 sec 

            Fails for our use case

 

Testing different light weight model for our use cases. 

 

Gave shlok content for the website UI

Tagline: Unveiling the Art of Perfect Presents

Unleashing the Magic of AI to Craft Your Perfect Present

Use this in the place of this text

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1. Choose Your Criteria: Start by selecting the age, gender, occasion, product category,   hobbies, and budget of the person you’re shopping for. This will help our advanced AI algorithms generate a customized list of cool gift ideas that match your specific criteria.

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