update inference model to make more sense #232
Closed
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
* wip on AI model * split ai to new section * wip * wip * first draft of training * split out cluster and nvidia * fine tuning updated * inference service * fix tests * add model for token to energy * update inference model to include LoRA; update overview to include data from BDavy * break out datacenter more clearly in cluster defintiion * update water use estimates for a100 * update cluster link & fix typos * break out memory usage for more granular calculation * Split out foundation components, fix various typos * Update overview.mdx LR updating phase description. Testing for update process going forward * Update overview.mdx Remove extra word --------- Co-authored-by: lratliff3 <138066965+lratliff3@users.noreply.github.com>
cfosco
reviewed
Oct 15, 2024
|
|
||
| Calculate the energy use for a request: | ||
| ``` | ||
| usage_energy_per_request = baseline_energy_per_request_second x predicted_request_duration + |
There was a problem hiding this comment.
I like this! Main task would be getting the predicted_inferences right (predicted_request_duration is likely directly correlated)
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Outdated suggestions cannot be applied.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.
Based on excellent feedback, clarifying the inference methodology