model metadata #44
dbuscombe-usgs
started this conversation in
Ideas
Replies: 4 comments
-
is this like MLFlow or Weights & Biases? |
Beta Was this translation helpful? Give feedback.
0 replies
-
could be |
Beta Was this translation helpful? Give feedback.
0 replies
-
First implementation in bf1962f |
Beta Was this translation helpful? Give feedback.
0 replies
-
Implement Hugginface-style model cards see #41 |
Beta Was this translation helpful? Give feedback.
0 replies
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
-
we need better ways to keep track of individual trained models ... what data they were used on, what hyperparameters, etc
[option 1] a bespoke option
--> config
--> history
--> metrics
json files that can be appended, then parsed
[option 2] conform to a standard e.g. W&B or MLFlow
what it needs to contain
what type of database?
Beta Was this translation helpful? Give feedback.
All reactions