[Examples] Finetune Falcon 7B and 40B Example #2242
Merged
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
There was a problem hiding this comment.
Awesome work @xzrderek! Left some comments. Will follow up offline.
|
Note: one thing to look at in the future https://github.com/AdrianBZG/LLM-distributed-finetune |
|
Training completed - got a well-behaved loss curve 🎉 |
…ypilot into derek-falcon-example # Conflicts: # llm/falcon/README.md
|
This is awesome! We can have a serving yaml for falcon as well, especially the latest falcon-180B, so people can play with the largest model open-source LLM themselves. ; ) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
I've added an example on how to fine-tune Falcon-7B-sharded (for those with less powerful GPUs), Falcon-7B, and Falcon-40B using SkyPilot and wrote a
README.md(heavily borrowed from the Vicuna README).Ideally, the repo referenced in my code,
https://github.com/xzrderek/sky-falcon.git, should be a repo under skypilot-org, similar to the sky-llama example, where their code is stored here.