Instructions to use macmacmacmac/CLEF-Screen-V2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LiteRT
How to use macmacmacmac/CLEF-Screen-V2 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
Download redo-provenance.json from macmacmacmac/CLEF-Screen-V2: direct link, hf CLI and curl.
- Browser
- Download file 2.08 kB
-
https://huggingface.co/macmacmacmac/CLEF-Screen-V2/resolve/main/redo-provenance.json
- Command line
-
hf download hf://macmacmacmac/CLEF-Screen-V2/redo-provenance.json
-
curl -L -o redo-provenance.json https://huggingface.co/macmacmacmac/CLEF-Screen-V2/resolve/main/redo-provenance.json
2.08 kB
| { | |
| "host": "jev-retrain (DigitalOcean gpu-mi355x1-288gb-spot, 168.144.60.186)", | |
| "method": "ft_clef.py --cache-only (backbone hidden states pre-encoded with pinned PyTorch clef-flash)", | |
| "wall": "train+eval 90 min (plus 44 min backbone encode)", | |
| "epochs": 3, | |
| "lr": 3e-05, | |
| "batch": 16, | |
| "pos_weight": 1.0, | |
| "checks": { | |
| "head_tensors": 122, | |
| "head_params": 121762820, | |
| "source_head_dtypes": [ | |
| "BF16" | |
| ], | |
| "bf16_converted_in_staging": false, | |
| "source_head_sha256": "c7375d6f2044ab67880dcee327283fc6ef16e15055fe2d39354852eb48bb7b2a", | |
| "staged_head_sha256": "c7375d6f2044ab67880dcee327283fc6ef16e15055fe2d39354852eb48bb7b2a", | |
| "tflite": [ | |
| { | |
| "name": "clef-flash_rowprefill_embeds_L4096_fp16fc.tflite", | |
| "bytes": 13936871792 | |
| } | |
| ] | |
| }, | |
| "run_name": "clef_v04", | |
| "train_data": { | |
| "file": "clef_train_fixed.jsonl", | |
| "rows": 16322, | |
| "pos": 8232, | |
| "neg": 8090, | |
| "sha256": "e3916d4946cbe6e4787579ba73a82485f1e9ee186c241444586aeafa26e3bb87", | |
| "added": { | |
| "catalog_real_world_rows": 86, | |
| "synthetic_spoof_pos": 120, | |
| "synthetic_spoof_neg": 64 | |
| } | |
| }, | |
| "seed": 20261101, | |
| "epoch_selected": 3, | |
| "selection": "dev AUC only (epochs 0.9635/0.9811/0.9840)", | |
| "metrics": { | |
| "dev": { | |
| "n": 21977, | |
| "pos": 20282, | |
| "neg": 1695, | |
| "auc": 0.984, | |
| "tpr@0.5": 0.9391, | |
| "fpr@0.5": 0.0501 | |
| }, | |
| "test_once": { | |
| "n": 21965, | |
| "pos": 20271, | |
| "neg": 1694, | |
| "auc": 0.9833, | |
| "tpr@0.5": 0.9402, | |
| "fpr@0.5": 0.0543 | |
| }, | |
| "dev_baseline_untrained_head_auc": 0.7516, | |
| "evidence": [ | |
| "redo-final-results.json", | |
| "redo-dev-scores.jsonl", | |
| "redo-test-scores.jsonl", | |
| "redo-training-log.jsonl" | |
| ] | |
| }, | |
| "load_check": "fresh-process LiteRT load of staged artifact + strict head load (121,762,820 params) + end-to-end scoring of 6 bench rows: PASS", | |
| "tuesday_gate": "BYPASSED on explicit owner direction to publish droplet FT weights on completion; Tuesday-v2 frozen-chain replication (G3-G7) still outstanding" | |
| } | |