Viewing profile — aqader

this is really cool, can’t wait to try it out for some ML pipeline development. kudos myles and akshay!

Yes, we did! The dataset has since been cleaned even more so we're due to update the model.

There are a couple open source implementations. I'll list a couple below: 7B: - https://huggingface.co/tloen/alpaca-lora-7b - https://huggingface.co/ozcur/alpaca-native-4bit 13B: -…

Depends on the model size. A model like GPT3 that has hundreds of billions of paramaters, you can do few-shot learning with. You'll still pay for the tokens processed and it'll at …

Almost. If your dataset contains questions and answers about your own projects documentation, then yes. The UX around how to prompt a fine-tuned model depends on the format of the …

Yeah, this is running in 8bit mode. The 30b 8bit version we released seems to do a lot better but it requires significantly more compute. https://huggingface.co/baseten/alpaca-30b

For this demo, we're using the 8bit version here: https://huggingface.co/tloen/alpaca-lora-7b We also fine-tuned and OSS'd a 30b version here that you can checkout (on the cleaned …

Hey HN, excited to release Blueprint into public beta. Blueprint is a general fine-tuning and model serving API built for developers. Fine-tuning models is an extremely powerful wa…

Checkout the app at https://www.lechef.fyi

I fine-tuned Flan-T5 on ~1 million recipes to see if it could generate new recipes. It was a fun project, you can check out the app at http://lechef.fyi and some details about how …