Instructions to use macmacmacmac/CLEF-DualScreen with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LiteRT
How to use macmacmacmac/CLEF-DualScreen 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 dual-task proper-protocol FT (seed 20261101, epoch 3) from jev-retrain MI355X run 2026-11-04
073de96 verified Download redo-provenance.json from macmacmacmac/CLEF-DualScreen: direct link, hf CLI and curl.
- Browser
- Download file 1.24 kB
-
https://huggingface.co/macmacmacmac/CLEF-DualScreen/resolve/main/redo-provenance.json
- Command line
-
hf download hf://macmacmacmac/CLEF-DualScreen/redo-provenance.json
-
curl -L -o redo-provenance.json https://huggingface.co/macmacmacmac/CLEF-DualScreen/resolve/main/redo-provenance.json
1.24 kB
| { | |
| "repo": "macmacmacmac/CLEF-DualScreen", | |
| "host": "jev-retrain (DigitalOcean gpu-mi355x1-288gb-spot, 168.144.60.186)", | |
| "finished_utc": "2026-11-04T21:36Z (training; test eval truncated by session-scope kill, rescored locally)", | |
| "seed": 20261101, | |
| "epoch_selected": 3, | |
| "lr": 0.0001, | |
| "batch": 16, | |
| "pos_weight": 3.0, | |
| "head_sha256": "c783389e32f949132db18aa37345411dba3737e5699c579c2bae7d3980899e1a", | |
| "head_params": 121762820, | |
| "head_tensors": 122, | |
| "head_dtype": "BF16", | |
| "test_local_rescore": { | |
| "failed": 0, | |
| "by_kind": { | |
| "action_authorization_guard": { | |
| "n": 120, | |
| "pos": 60, | |
| "neg": 60, | |
| "threshold": 0.5, | |
| "auc": 0.7731, | |
| "tpr": 0.9667, | |
| "fpr": 0.5167, | |
| "balanced_accuracy": 0.725, | |
| "brier": 0.2489, | |
| "ece": 0.2582 | |
| }, | |
| "tool_output_filter": { | |
| "n": 100, | |
| "pos": 50, | |
| "neg": 50, | |
| "threshold": 0.5, | |
| "auc": 1.0, | |
| "tpr": 1.0, | |
| "fpr": 0.0, | |
| "balanced_accuracy": 1.0, | |
| "brier": 0.0027, | |
| "ece": 0.0118 | |
| } | |
| } | |
| }, | |
| "publication_note": "Uploaded on user instruction ahead of Tuesday-v2 frozen-chain gate; guard domain-collapse disclosed on card." | |
| } | |