Instructions to use macmacmacmac/CLEF-Screen with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LiteRT
How to use macmacmacmac/CLEF-Screen with LiteRT:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
CLEF-Screen: JointSchemaHead redo FT (seed1, 3 epochs) from jev-retrain MI355X run 2026-11-04
2b605e8 verified Download redo-final-results.json from macmacmacmac/CLEF-Screen: direct link, hf CLI and curl.
- Browser
- Download file 2.12 kB
-
https://huggingface.co/macmacmacmac/CLEF-Screen/resolve/main/redo-final-results.json
- Command line
-
hf download hf://macmacmacmac/CLEF-Screen/redo-final-results.json
-
curl -L -o redo-final-results.json https://huggingface.co/macmacmacmac/CLEF-Screen/resolve/main/redo-final-results.json
2.12 kB
| { | |
| "dev_baseline": { | |
| "event": "eval", | |
| "split": "dev", | |
| "epoch": 0, | |
| "step": 0, | |
| "loss": 0.6314, | |
| "tool_output_filter": { | |
| "n": 21977, | |
| "pos": 20282, | |
| "neg": 1695, | |
| "auc": 0.7516, | |
| "tpr@0.5": 0.7605, | |
| "fpr@0.5": 0.3687, | |
| "tpr@0.9": 0.3445, | |
| "fpr@0.9": 0.1493, | |
| "tpr@0.99": 0.0, | |
| "fpr@0.99": 0.0 | |
| }, | |
| "action_authorization_guard": { | |
| "n": 0, | |
| "pos": 0, | |
| "neg": 0, | |
| "auc": 0.0, | |
| "tpr@0.35": 0.0, | |
| "fpr@0.35": 0.0, | |
| "tpr@0.5": 0.0, | |
| "fpr@0.5": 0.0, | |
| "tpr@0.9": 0.0, | |
| "fpr@0.9": 0.0 | |
| }, | |
| "elapsed_min": 8.99, | |
| "ts": 1793804496.1 | |
| }, | |
| "dev_best": { | |
| "event": "eval", | |
| "split": "dev_best", | |
| "epoch": 3, | |
| "step": 19251, | |
| "loss": 0.0777, | |
| "tool_output_filter": { | |
| "n": 21977, | |
| "pos": 20282, | |
| "neg": 1695, | |
| "auc": 0.9899, | |
| "tpr@0.5": 0.9911, | |
| "fpr@0.5": 0.2183, | |
| "tpr@0.9": 0.9819, | |
| "fpr@0.9": 0.1209, | |
| "tpr@0.99": 0.9583, | |
| "fpr@0.99": 0.0507 | |
| }, | |
| "action_authorization_guard": { | |
| "n": 0, | |
| "pos": 0, | |
| "neg": 0, | |
| "auc": 0.0, | |
| "tpr@0.35": 0.0, | |
| "fpr@0.35": 0.0, | |
| "tpr@0.5": 0.0, | |
| "fpr@0.5": 0.0, | |
| "tpr@0.9": 0.0, | |
| "fpr@0.9": 0.0 | |
| } | |
| }, | |
| "test_banking_slack": { | |
| "event": "eval", | |
| "split": "test_banking_slack", | |
| "epoch": 3, | |
| "step": 19251, | |
| "loss": 0.0779, | |
| "tool_output_filter": { | |
| "n": 21965, | |
| "pos": 20271, | |
| "neg": 1694, | |
| "auc": 0.9897, | |
| "tpr@0.5": 0.9915, | |
| "fpr@0.5": 0.2161, | |
| "tpr@0.9": 0.9819, | |
| "fpr@0.9": 0.1234, | |
| "tpr@0.99": 0.9574, | |
| "fpr@0.99": 0.0537 | |
| }, | |
| "action_authorization_guard": { | |
| "n": 0, | |
| "pos": 0, | |
| "neg": 0, | |
| "auc": 0.0, | |
| "tpr@0.35": 0.0, | |
| "fpr@0.35": 0.0, | |
| "tpr@0.5": 0.0, | |
| "fpr@0.5": 0.0, | |
| "tpr@0.9": 0.0, | |
| "fpr@0.9": 0.0 | |
| }, | |
| "elapsed_min": 210.49, | |
| "checkpoint": { | |
| "path": "/root/work/checkpoints/clef-flash-LiteRT-ft-full", | |
| "epoch": 3, | |
| "step": 19251 | |
| }, | |
| "ts": 1793816585.6 | |
| } | |
| } |