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fastino/gliner2-large-v1.fastino/gliner2-large-v1gliner2gliner2-large-v1_rams| Dataset | Task(s) | Train | Val | Test | Language | License | Source |
|---|---|---|---|---|---|---|---|
| RAMS | Event extraction (trigger + args) | 7,329 | 924 | 871 | en | see source | link |
| Setting | Value |
|---|---|
| Trained on | 2026-07-20 |
| Duration | 32m 54s |
| Throughput | 26.0 samples/s |
| Epochs | 15 |
| Batch size | 4 (× 8 grad-accum) |
| Encoder LR | 1e-05 |
| Task-head LR | 0.0003 |
| Weight decay | 0.01 |
| Scheduler | cosine_restarts (warmup 0.05) |
| Precision | bf16 |
| Max grad norm | 1.0 |
| Best-checkpoint metric | eval_event_strict_micro_f1 |
| Seed | 42 |
| Category | Precision | Recall | F1 | Support |
|---|---|---|---|---|
| event_type | 1.000 → 1.000 | 1.000 → 1.000 | 1.000 → 1.000 | 848 |
| event_trigger | 0.856 → 0.860 | 0.955 → 0.960 | 0.903 → 0.907 | 848 |
| event_argument | 0.465 → 0.732 | 0.424 → 0.666 | 0.444 → 0.697 | 2016 |
| event | 0.692 → 0.828 | 0.677 → 0.810 | 0.684 → 0.819 | 3712 |
| Category | Precision | Recall | F1 | Support |
|---|---|---|---|---|
| event_type | 1.000 → 1.000 | 0.997 → 0.997 | 0.998 → 0.998 | 896 |
| event_trigger | 0.853 → 0.861 | 0.927 → 0.936 | 0.889 → 0.897 | 896 |
| event_argument | 0.445 → 0.711 | 0.398 → 0.636 | 0.420 → 0.671 | 2182 |
| event | 0.679 → 0.817 | 0.652 → 0.785 | 0.665 → 0.801 | 3974 |
License strings are copied verbatim from each dataset's card/source and fromtools/train/dataset_registry.yaml. "see card"/"see source"/"other" mean the upstream declares no clear license — treat as unverified. This summary is informational, not legal advice; confirm terms before redistribution or commercial use.