Skip to content

Conversation

@CharlieFRuan
Copy link
Member

@CharlieFRuan CharlieFRuan commented May 4, 2025

This PR prints out the memory usage of KV cache: MB for one token's KV cache, and the total MB for model weights + intermediate buffers + a 4K-long KV cache.

If somehow the required fields are not present in config and metadata (e.g. for an old model), we do nothing.

Sample output in CLI:

[2025-05-03 21:44:24] INFO model_metadata.py:94: Total memory usage without KV cache: 2254.16 MB (Parameters: 923.16 MB. Temporary buffer: 1331.00 MB)
[2025-05-03 21:44:24] INFO model_metadata.py:128: KV cache size: 0.11 MB per token in the context window
[2025-05-03 21:44:24] INFO model_metadata.py:133: Total memory usage with a 4K KV cache: 2702.16 MB

@CharlieFRuan CharlieFRuan requested a review from MasterJH5574 May 4, 2025 02:00
@MasterJH5574 MasterJH5574 merged commit c009bde into mlc-ai:main Sep 7, 2025
1 of 2 checks passed
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants