Upload CodeBERT Task B baseline metrics

config.json

@@ -0,0 +1,54 @@
+{
+  "architectures": [
+    "RobertaForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "LABEL_0",
+    "1": "LABEL_1",
+    "2": "LABEL_2",
+    "3": "LABEL_3",
+    "4": "LABEL_4",
+    "5": "LABEL_5",
+    "6": "LABEL_6",
+    "7": "LABEL_7",
+    "8": "LABEL_8",
+    "9": "LABEL_9",
+    "10": "LABEL_10"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "LABEL_0": 0,
+    "LABEL_1": 1,
+    "LABEL_10": 10,
+    "LABEL_2": 2,
+    "LABEL_3": 3,
+    "LABEL_4": 4,
+    "LABEL_5": 5,
+    "LABEL_6": 6,
+    "LABEL_7": 7,
+    "LABEL_8": 8,
+    "LABEL_9": 9
+  },
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 514,
+  "model_type": "roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "output_past": true,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.53.3",
+  "type_vocab_size": 1,
+  "use_cache": true,
+  "vocab_size": 50265
+}

confusion_matrix_val_seen.csv

@@ -0,0 +1,12 @@
+0,1,2,3,4,5,6,7,8,9,10
+27307,47,51,0,6,7,1,54,46,3,108
+44,61,17,0,2,13,1,9,36,1,49
+48,4,143,8,2,12,44,41,34,0,115
+15,7,55,13,2,4,13,23,7,0,33
+13,0,3,0,45,0,0,19,0,0,1
+11,9,4,0,0,38,0,3,27,0,18
+9,2,72,2,0,0,109,12,11,0,34
+78,6,86,4,6,4,11,124,28,0,48
+20,12,5,0,0,7,1,1,335,1,44
+9,9,3,0,0,10,0,2,58,1,22
+29,3,48,0,0,7,5,3,43,0,537

metrics_summary_val.json

@@ -0,0 +1,13 @@
+{
+  "val_seen": {
+    "accuracy": 0.9402383915122143,
+    "f1_macro": 0.4429154171231265,
+    "f1_weighted": 0.9373528237692644,
+    "precision_macro": 0.4984888502219219,
+    "recall_macro": 0.44387968282940715,
+    "mcc": 0.6707747786438902,
+    "balanced_accuracy": 0.44387968282940715,
+    "roc_auc_ovr_macro": 0.9778007633245402,
+    "pr_auc_binary": NaN
+  }
+}

metrics_val_seen.json

@@ -0,0 +1,248 @@
+{
+  "overall": {
+    "accuracy": 0.9402383915122143,
+    "f1_macro": 0.4429154171231265,
+    "f1_weighted": 0.9373528237692644,
+    "precision_macro": 0.4984888502219219,
+    "recall_macro": 0.44387968282940715,
+    "mcc": 0.6707747786438902,
+    "balanced_accuracy": 0.44387968282940715,
+    "roc_auc_ovr_macro": 0.9778007633245402,
+    "pr_auc_binary": NaN
+  },
+  "per_class": [
+    {
+      "label_id": 0,
+      "label": "0",
+      "precision": 0.989993836783526,
+      "recall": 0.988309808179515,
+      "f1": 0.9891511057178561,
+      "support": 27630
+    },
+    {
+      "label_id": 1,
+      "label": "1",
+      "precision": 0.38125,
+      "recall": 0.26180257510729615,
+      "f1": 0.3104325699745547,
+      "support": 233
+    },
+    {
+      "label_id": 2,
+      "label": "2",
+      "precision": 0.2936344969199179,
+      "recall": 0.3170731707317073,
+      "f1": 0.3049040511727079,
+      "support": 451
+    },
+    {
+      "label_id": 3,
+      "label": "3",
+      "precision": 0.48148148148148145,
+      "recall": 0.0755813953488372,
+      "f1": 0.1306532663316583,
+      "support": 172
+    },
+    {
+      "label_id": 4,
+      "label": "4",
+      "precision": 0.7142857142857143,
+      "recall": 0.5555555555555556,
+      "f1": 0.6250000000000001,
+      "support": 81
+    },
+    {
+      "label_id": 5,
+      "label": "5",
+      "precision": 0.37254901960784315,
+      "recall": 0.34545454545454546,
+      "f1": 0.3584905660377358,
+      "support": 110
+    },
+    {
+      "label_id": 6,
+      "label": "6",
+      "precision": 0.5891891891891892,
+      "recall": 0.4342629482071713,
+      "f1": 0.5,
+      "support": 251
+    },
+    {
+      "label_id": 7,
+      "label": "7",
+      "precision": 0.4261168384879725,
+      "recall": 0.3139240506329114,
+      "f1": 0.3615160349854228,
+      "support": 395
+    },
+    {
+      "label_id": 8,
+      "label": "8",
+      "precision": 0.536,
+      "recall": 0.7863849765258216,
+      "f1": 0.6374881065651762,
+      "support": 426
+    },
+    {
+      "label_id": 9,
+      "label": "9",
+      "precision": 0.16666666666666666,
+      "recall": 0.008771929824561403,
+      "f1": 0.016666666666666666,
+      "support": 114
+    },
+    {
+      "label_id": 10,
+      "label": "10",
+      "precision": 0.5322101090188305,
+      "recall": 0.7955555555555556,
+      "f1": 0.6377672209026128,
+      "support": 675
+    }
+  ],
+  "confusion_matrix": [
+    [
+      27307,
+      47,
+      51,
+      0,
+      6,
+      7,
+      1,
+      54,
+      46,
+      3,
+      108
+    ],
+    [
+      44,
+      61,
+      17,
+      0,
+      2,
+      13,
+      1,
+      9,
+      36,
+      1,
+      49
+    ],
+    [
+      48,
+      4,
+      143,
+      8,
+      2,
+      12,
+      44,
+      41,
+      34,
+      0,
+      115
+    ],
+    [
+      15,
+      7,
+      55,
+      13,
+      2,
+      4,
+      13,
+      23,
+      7,
+      0,
+      33
+    ],
+    [
+      13,
+      0,
+      3,
+      0,
+      45,
+      0,
+      0,
+      19,
+      0,
+      0,
+      1
+    ],
+    [
+      11,
+      9,
+      4,
+      0,
+      0,
+      38,
+      0,
+      3,
+      27,
+      0,
+      18
+    ],
+    [
+      9,
+      2,
+      72,
+      2,
+      0,
+      0,
+      109,
+      12,
+      11,
+      0,
+      34
+    ],
+    [
+      78,
+      6,
+      86,
+      4,
+      6,
+      4,
+      11,
+      124,
+      28,
+      0,
+      48
+    ],
+    [
+      20,
+      12,
+      5,
+      0,
+      0,
+      7,
+      1,
+      1,
+      335,
+      1,
+      44
+    ],
+    [
+      9,
+      9,
+      3,
+      0,
+      0,
+      10,
+      0,
+      2,
+      58,
+      1,
+      22
+    ],
+    [
+      29,
+      3,
+      48,
+      0,
+      0,
+      7,
+      5,
+      3,
+      43,
+      0,
+      537
+    ]
+  ]
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7eb98331a3e38a8a707ad26ded88cf3474ec2022b27d6a4ba7fd6eb39014f899
+size 498640508

per_class_val_seen.csv

@@ -0,0 +1,12 @@
+label_id,label,precision,recall,f1,support
+0,0,0.989993836783526,0.988309808179515,0.9891511057178561,27630
+1,1,0.38125,0.26180257510729615,0.3104325699745547,233
+2,2,0.2936344969199179,0.3170731707317073,0.3049040511727079,451
+3,3,0.48148148148148145,0.0755813953488372,0.1306532663316583,172
+4,4,0.7142857142857143,0.5555555555555556,0.6250000000000001,81
+5,5,0.37254901960784315,0.34545454545454546,0.3584905660377358,110
+6,6,0.5891891891891892,0.4342629482071713,0.5,251
+7,7,0.4261168384879725,0.3139240506329114,0.3615160349854228,395
+8,8,0.536,0.7863849765258216,0.6374881065651762,426
+9,9,0.16666666666666666,0.008771929824561403,0.016666666666666666,114
+10,10,0.5322101090188305,0.7955555555555556,0.6377672209026128,675

special_tokens_map.json

@@ -0,0 +1,51 @@
+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "cls_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<pad>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,58 @@
+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "50264": {
+      "content": "<mask>",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "errors": "replace",
+  "extra_special_tokens": {},
+  "mask_token": "<mask>",
+  "model_max_length": 512,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "tokenizer_class": "RobertaTokenizer",
+  "trim_offsets": true,
+  "unk_token": "<unk>"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e391192737a406901798e6a2ca7e1256a3952f13c24cbbc0e586d89cef753ea
+size 5304