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Outdated suggestions cannot be applied.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.
Fix https://github.com/analytics-zoo/nano/issues/1203
For starcoder mlp, it has large in/out features as well,
24576*6144>32000*4096
, larger than llama's lm_head. empty cache is executed within each transformer block and thus the first token latency is hugely impacted.Add a condition for bias to exclude these layers. For lm_head seems it won't have bias.