Text Classification
Transformers
ONNX
Safetensors
roberta
code
cryptography
post-quantum
static-analysis
legacy
text-embeddings-inference
Instructions to use KRISHNAPURI/q-trust-codebert with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use KRISHNAPURI/q-trust-codebert with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="KRISHNAPURI/q-trust-codebert")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("KRISHNAPURI/q-trust-codebert") model = AutoModelForSequenceClassification.from_pretrained("KRISHNAPURI/q-trust-codebert", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
5 days ago
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Correct v1 card: leakage audit, retired metric, v4 successor
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6 days ago
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Correct headline metrics to reproducible 0.9395 + successor pointer to v4 detector
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add int8 ONNX for in-browser inference (verified: matches torch predictions)
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fix card: correct pipeline_tag, dataset link, widget, usage
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model card
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add reports/models.sha256
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add reports/benchmark_comparison.json
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add reports/training_report_real.json
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add rl/rl_agent_real.pt
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add rl/rl_agent.pt
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add gnn/model_ddp_v3.pt
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add gnn/model_gpu_v3.pt
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add side-channel/anomaly_model.pt
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add side-channel/side_channel_model_real.pt
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CodeBERTa fine-tune (F1 0.9525)
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Crypto-CodeBERT fine-tuned (F1 0.9525, 2026-09-02)
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initial commit
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