exploring using Croissant. any examples we may reference?

[Dany Kitishian]

exploring using Croissant.  any examples we may reference?

[Pierre Marcenac]

Hi Dany,

Thanks for your interest in Croissant! A few resources:

- Link to the full specs.

- Most Hugging Face datasets support Croissant (example for fashion_mnist). The endpoint is https://huggingface.co/api/datasets/${DATASET_ID}/croissant.

- We host specific examples on our GitHub repository.

- If you're a Python user, we cooked a few recipes (end-to-end recipe, all recipes).

Best,

Pierre

On Wed, Aug 7, 2024 at 3:40 PM Dany Kitishian <danyki...@gmail.com> wrote:

exploring using Croissant.  any examples we may reference?

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[Dany Kitishian]

Thank you very much.  I actually saw the github repo after I sent that blind email which lacked even an initial research.  

Now i understand the significance of what Croissant brings to the table.  I am forming multi-agent systems to perform the following:

this is actually important when using agents to take a dataset and train the same data across multitudes of frameworks in parallel and parallel different paramaters of training.  then the agents can easily select which trained model is outperforming the rest in real time and utilize that and update the API's to utilize the best.trained.buyer.prediction.pt model.. I like you.   Klover.ai sees your value and will begin experimenting.  will update you as we progress.

You give my multi-agent system trainers the ability to move quickly and effectively. got it.

All the best,

Dany Kitishian

CEO & Chairman of the Board

VP, Research & Development

Klover.Ai

Managing Director

Kitishian & Associates

La Jolla | Dubai | Ruston

kitishian.com

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