File size: 1,830 Bytes
3d0be64 5883d43 3d0be64 6328e65 9287a08 9df3c3f c0f1ac2 7d5d429 e03f099 cd2f0aa 04acedf | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 | # microsoft/codebert-base Script Detector
## Summary
| Field | Value |
| --- | --- |
| Base model | `microsoft/codebert-base` |
| Phase | `phase1` |
| Target repo | `HID-APP/script-detector-microsoft-codebert-base` |
| Datasets | `HID-APP/All-combined` |
| Text column | `text` |
| Epochs | 9.0000 |
| Max length | 512 |
| Train batch size | 4 |
| Eval batch size | 8 |
| Gradient accumulation steps | 4 |
| Learning rate | 0.0000 |
| Precision | fp16 |
| Optimizer | adamw_torch |
| Dataloader workers | 0 |
| Gradient checkpointing | False |
| Group by length | True |
| LoRA enabled | False |
## Dataset Sources
| Source | Type | Revision | Fingerprint |
| --- | --- | --- | --- |
| HID-APP/All-combined | huggingface | default | 81f16d3fdbb4f97d3574f5c78bce8ada7b15c9ccd625913daa095cae6d545d67 |
## Training And Validation History
| Epoch | Step | Train Loss | Eval Loss | Accuracy | Precision | Recall | F1 |
| --- | --- | --- | --- | --- | --- | --- | --- |
| 1.0000 | 373 | 3.2531 | | | | | |
| 1.0000 | 373 | | 0.5277 | 0.8353 | 0.8144 | 0.9806 | 0.8898 |
| 2.0000 | 746 | 2.7352 | | | | | |
| 2.0000 | 746 | | 0.5214 | 0.8291 | 0.8015 | 0.9943 | 0.8875 |
| 3.0000 | 1119 | 2.6190 | | | | | |
| 3.0000 | 1119 | | 0.5194 | 0.8360 | 0.8383 | 0.9396 | 0.8860 |
| 4.0000 | 1492 | 2.6431 | | | | | |
| 4.0000 | 1492 | | 0.5421 | 0.8283 | 0.7985 | 0.9989 | 0.8875 |
| 5.0000 | 1865 | 2.5547 | | | | | |
| 5.0000 | 1865 | | 0.5425 | 0.8268 | 0.8026 | 0.9875 | 0.8855 |
| 6.0000 | 2238 | 2.5015 | | | | | |
| 6.0000 | 2238 | | 0.5806 | 0.8291 | 0.8048 | 0.9875 | 0.8868 |
| 7.0000 | 2611 | 2.4438 | | | | | |
| 7.0000 | 2611 | | 0.6349 | 0.8515 | 0.9442 | 0.8301 | 0.8835 |
| 8.0000 | 2984 | 2.4136 | | | | | |
| 8.0000 | 2984 | | 0.6463 | 0.8484 | 0.9097 | 0.8620 | 0.8852 |
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