CodeBERT flaky-test classifier, FlakeBench fold 2 (59.12% macro-F1, single-fold reproduction)
0337b7f verified | { | |
| "architectures": [ | |
| "FlakyLensForTestClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "auto_map": { | |
| "AutoConfig": "modeling_flakylens.FlakyLensConfig", | |
| "AutoModelForSequenceClassification": "modeling_flakylens.FlakyLensForTestClassification" | |
| }, | |
| "bos_token_id": 0, | |
| "classifier_dropout": null, | |
| "eos_token_id": 2, | |
| "head_dropout": 0.3, | |
| "head_hidden": 512, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "async wait", | |
| "1": "concurrency", | |
| "2": "time", | |
| "3": "unordered collections", | |
| "4": "test order dependency", | |
| "5": "non-flaky" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "async wait": 0, | |
| "concurrency": 1, | |
| "non-flaky": 5, | |
| "test order dependency": 4, | |
| "time": 2, | |
| "unordered collections": 3 | |
| }, | |
| "layer_norm_eps": 1e-05, | |
| "max_position_embeddings": 514, | |
| "model_type": "flakylens", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 12, | |
| "output_past": true, | |
| "pad_token_id": 1, | |
| "position_embedding_type": "absolute", | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.40.1", | |
| "type_vocab_size": 1, | |
| "use_cache": true, | |
| "vocab_size": 50265 | |
| } | |