MammAlps PR Description #832
Closed
Conversation
This file contains hidden or 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
…n on alpine wildlife videos - Implements animal, action, and activity recognition subtasks for the MammAlps dataset - Includes dataset builder, YAML configs, and strict Jaccard metric evaluation - Utilities for prompt/answer extraction, result processing, and HuggingFace video download - See mammalps/README.md for details and usage instructions
kcz358
reviewed
Sep 26, 2025
Comment on lines
+510
to
+521
| # Create model_used_date_time directory structure in results directory | ||
| import datetime | ||
|
|
||
| timestamp = datetime.datetime.now().strftime("%Y%m%d_%H%M") | ||
| model_name = "InternVL3-8B" # Can be made configurable if needed | ||
|
|
||
| # Use results directory in the lmms-eval repository | ||
| results_base_dir = os.path.join(os.getcwd(), "results") | ||
| output_dir = os.path.join(results_base_dir, f"{model_name}_{timestamp}") | ||
|
|
||
| # Create directory if it doesn't exist | ||
| os.makedirs(output_dir, exist_ok=True) |
kcz358
reviewed
Sep 26, 2025
|
Putting this PR on hold; will revisit and reopen later. |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
4 participants
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Outdated suggestions cannot be applied.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.
Summary
_cot.jsonl–based dataset_builder.py that produces Hugging Face–ready datasets (animalkingdom,mammalnet, ormammalps) with unified splits.mammalps_doc_to_visual,mammalps_doc_to_text,mammalps_doc_to_target,mammalps_process_results) and strict Jaccard scoring with aggregation for reproducible results.num_frame=32,use_temporal_context=True).Details
luciehmct/mammalps.results/<model>_<timestamp>/mammalps_<subtask>.jsonl.lmms_eval/api/metrics.py) computes strict overlap before mean aggregation.use_temporal_context=True, giving the model richer temporal cues.Testing