Instructions to use dzungpham/graphcodebert-code-classification with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use dzungpham/graphcodebert-code-classification with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("dzungpham/graphcodebert-code-classification", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
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upload checkpoints
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upload checkpoints, early stopping terminate training at 1700 steps
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Update graphcodebert-base-lowLR-highBatchSize/checkpoint-500/trainer_state.json
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upload checkpoints best at 500
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upload unixcoder inference results
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upload unixcoder inference results
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upload unixcoder inference results
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upload unixcoder inference results
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upload unixcoder inference results
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upload unixcoder checkpoint 50
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upload best checkpoints 100 graphcodebert mixcode fft
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upload best checkpoints 100 graphcodebert mixcode fft
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Delete files codebert-base* taskA-codebert* taskA-unixcoder* semeval-2026-challenge.log with huggingface_hub
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upload best checkpoints 200 with f1 score 0.68
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upload inference results on 500k-sample test set using checkpoint 200
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upload graphcodebert robust, best f1 score at 0.54 at robust checkpoint 200
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upload graphcodebert robust, best f1 score at 0.54 at robust checkpoint 200
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upload graphcodebert robust, best f1 score at 0.54 at robust checkpoint 200
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upload graphcodebert robust, best f1 score at 0.54 at robust checkpoint 200
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upload graphcodebert robust, best f1 score at 0.54 at robust checkpoint 200
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upload graphcodebert base, more training = more assign to majority class, poor f1 score T_T
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upload graphcodebert base, more training = more assign to majority class, poor f1 score T_T
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upload model weights after 2400 training steps with frozen pretrained weights, this performs worse than checkpoint 1000 on test set T_T
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upload model weights after 2400 training steps with frozen pretrained weights, this performs worse than checkpoint 1000 on test set T_T
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upload model weights after 1200 training steps with frozen pretrained weights
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upload model weights after 800 training steps with frozen pretrained weights
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Update README.md
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Create README.md
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