HID-APP/script-detector-microsoft-codebert-base

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