Add the Phi 3.5 MoE model #2460
Open
+1,293
−0
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
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Outdated suggestions cannot be applied.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.
The Phi 3.5 MoE model is a ~42B parameter model with 16 experts, using 2 active.
This PR implements the model and provides a simple inference example.
Additionally, this PR adds a
layersmodule tocandle_transformers. Perhaps we can use this to store useful layers, such as Phi 3 or Llama RoPE. In particular, the Phi 3 RoPE implementation has been added. This is currently only used in the MoE model, but I was wondering if we could also use this in the regular Phi 3 model?