After fine-tuning can we push the mode to Hugging Face?

[scaleapi]

After fine-tuning can we push the mode to Hugging Face?

[rkaplan]

Not yet, but we will start tracking this as a feature request! Thanks for the suggestion.

[eshrager]

either of these would work. but being able to retrieve the model post finetune is critical to use this.

[yixu34]

@FarziBuilder can you sketch out the experience you're thinking about about in more detail? Is it something like FineTune.publish(my_finetune_id, "huggingface")? Or would you be ok with an API to download a zip file that you yourself upload to HF?

[yixu34]

Ok after some discussion internally, we'll go for the latter (downloading an artifact that you can push to HF yourself).

[FarziBuilder]

@yixu34 by when can it be added?

[yixu34]

@FarziBuilder ETA is ~2 weeks

[yixu34]

Just following up on this, we have things merged, but need to do some additional testing. There are some other items that have come up for us, should hopefully merge this in the next week or so.

[saiatmakuri]

After #237, a fine-tuned model artifact can be downloaded successfully.
tested out this feature and it works. Please refer to the Model.download() documentation. Then, you can push to HF. Hope this helps!