Text Classification
Transformers
ONNX
Safetensors
English
modernbert
prompt-injection
guardrail
security
lora
agent-safety
owasp-llm-top-10
mitre-atlas
Eval Results (legacy)
text-embeddings-inference
Instructions to use dannyliv/agent-guard-modernbert-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use dannyliv/agent-guard-modernbert-base with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="dannyliv/agent-guard-modernbert-base")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("dannyliv/agent-guard-modernbert-base") model = AutoModelForSequenceClassification.from_pretrained("dannyliv/agent-guard-modernbert-base") - Inference
- Notebooks
- Google Colab
- Kaggle
Training in progress, step 1000
Browse files- adapter_config.json +35 -0
- adapter_model.safetensors +3 -0
- training_args.bin +3 -0
adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "answerdotai/ModernBERT-base",
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"bias": "none",
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 32,
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"lora_bias": false,
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"lora_dropout": 0.1,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": [
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"classifier",
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"score"
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],
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"peft_type": "LORA",
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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"Wo",
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"Wqkv"
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],
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"task_type": "SEQ_CLS",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:50c4c95fe4757844befc5a484f5531e64c84fb6faca88ceabd77a4561871e08a
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size 9260172
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:5c33def71cbccb367494a8fa9db48c7ce1400dce9729ccc6b330902771be0c49
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size 5368
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