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Browse files- README.md +33 -0
- model/config.json +38 -0
- model/model.safetensors +3 -0
- model/tokenizer.json +0 -0
- model/tokenizer_config.json +17 -0
- training_log_history.json +4 -0
README.md
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# microsoft/codebert-base Script Detector
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## Summary
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| Field | Value |
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| --- | --- |
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| Base model | `microsoft/codebert-base` |
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| Phase | `phase1` |
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| Target repo | `HID-APP/script-detector-microsoft-codebert-base` |
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| Datasets | `HID-APP/All-combined` |
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| Text column | `text` |
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| Epochs | 3.0000 |
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| Max length | 512 |
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| Train batch size | 4 |
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| Eval batch size | 8 |
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| Gradient accumulation steps | 4 |
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| Learning rate | 0.0000 |
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| Precision | fp16 |
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| Optimizer | adamw_torch |
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| Dataloader workers | 0 |
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| Gradient checkpointing | False |
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| Group by length | True |
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| LoRA enabled | False |
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## Dataset Sources
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| Source | Type | Revision | Fingerprint |
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| --- | --- | --- | --- |
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| HID-APP/All-combined | huggingface | default | 81f16d3fdbb4f97d3574f5c78bce8ada7b15c9ccd625913daa095cae6d545d67 |
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## Training And Validation History
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_No rows._
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model/config.json
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{
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"add_cross_attention": false,
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"dtype": "float32",
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "benign",
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"1": "malicious"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"is_decoder": false,
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"label2id": {
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"benign": 0,
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"malicious": 1
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"output_past": true,
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"pad_token_id": 1,
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"problem_type": "single_label_classification",
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"tie_word_embeddings": true,
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"transformers_version": "5.12.1",
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"type_vocab_size": 1,
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"use_cache": false,
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"vocab_size": 50265
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}
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model/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:9f2915549735f198e99ce60ee0aee4ef2ff6cdb587fb24b4e07bcf5f6c8d9254
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size 498612824
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model/tokenizer.json
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model/tokenizer_config.json
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{
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"add_prefix_space": false,
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"backend": "tokenizers",
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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"is_local": false,
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"local_files_only": false,
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"mask_token": "<mask>",
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"model_max_length": 512,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "RobertaTokenizer",
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"trim_offsets": true,
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"unk_token": "<unk>"
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}
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training_log_history.json
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{
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"log_history": [],
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"last_upload": "step 200"
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}
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