Update to 14-category MMLU-Pro model - fixes #584 #591
Browse files- .downloaded +1 -0
- category_mapping.json +1 -0
- config.json +32 -9
- evaluation_results.json +654 -0
- model.safetensors +2 -2
- tokenizer.json +16 -2
- training_args.bin +3 -0
.downloaded
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
2025-10-14T19:45:18Z
|
category_mapping.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"category_to_idx": {"biology": 0, "business": 1, "chemistry": 2, "computer science": 3, "economics": 4, "engineering": 5, "health": 6, "history": 7, "law": 8, "math": 9, "other": 10, "philosophy": 11, "physics": 12, "psychology": 13}, "idx_to_category": {"0": "biology", "1": "business", "2": "chemistry", "3": "computer science", "4": "economics", "5": "engineering", "6": "health", "7": "history", "8": "law", "9": "math", "10": "other", "11": "philosophy", "12": "physics", "13": "psychology"}}
|
config.json
CHANGED
|
@@ -12,7 +12,6 @@
|
|
| 12 |
"cls_token_id": 50281,
|
| 13 |
"decoder_bias": true,
|
| 14 |
"deterministic_flash_attn": false,
|
| 15 |
-
"dtype": "float32",
|
| 16 |
"embedding_dropout": 0.0,
|
| 17 |
"eos_token_id": 50282,
|
| 18 |
"global_attn_every_n_layers": 3,
|
|
@@ -21,17 +20,39 @@
|
|
| 21 |
"hidden_activation": "gelu",
|
| 22 |
"hidden_size": 768,
|
| 23 |
"id2label": {
|
| 24 |
-
"0": "
|
| 25 |
-
"1": "
|
| 26 |
-
"2": "
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 27 |
},
|
| 28 |
"initializer_cutoff_factor": 2.0,
|
| 29 |
"initializer_range": 0.02,
|
| 30 |
"intermediate_size": 1152,
|
| 31 |
"label2id": {
|
| 32 |
-
"
|
| 33 |
-
"
|
| 34 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 35 |
},
|
| 36 |
"layer_norm_eps": 1e-05,
|
| 37 |
"local_attention": 128,
|
|
@@ -46,10 +67,12 @@
|
|
| 46 |
"num_hidden_layers": 22,
|
| 47 |
"pad_token_id": 50283,
|
| 48 |
"position_embedding_type": "absolute",
|
|
|
|
| 49 |
"repad_logits_with_grad": false,
|
| 50 |
"sep_token_id": 50282,
|
| 51 |
"sparse_pred_ignore_index": -100,
|
| 52 |
"sparse_prediction": false,
|
| 53 |
-
"
|
|
|
|
| 54 |
"vocab_size": 50368
|
| 55 |
-
}
|
|
|
|
| 12 |
"cls_token_id": 50281,
|
| 13 |
"decoder_bias": true,
|
| 14 |
"deterministic_flash_attn": false,
|
|
|
|
| 15 |
"embedding_dropout": 0.0,
|
| 16 |
"eos_token_id": 50282,
|
| 17 |
"global_attn_every_n_layers": 3,
|
|
|
|
| 20 |
"hidden_activation": "gelu",
|
| 21 |
"hidden_size": 768,
|
| 22 |
"id2label": {
|
| 23 |
+
"0": "biology",
|
| 24 |
+
"1": "business",
|
| 25 |
+
"2": "chemistry",
|
| 26 |
+
"3": "computer science",
|
| 27 |
+
"4": "economics",
|
| 28 |
+
"5": "engineering",
|
| 29 |
+
"6": "health",
|
| 30 |
+
"7": "history",
|
| 31 |
+
"8": "law",
|
| 32 |
+
"9": "math",
|
| 33 |
+
"10": "other",
|
| 34 |
+
"11": "philosophy",
|
| 35 |
+
"12": "physics",
|
| 36 |
+
"13": "psychology"
|
| 37 |
},
|
| 38 |
"initializer_cutoff_factor": 2.0,
|
| 39 |
"initializer_range": 0.02,
|
| 40 |
"intermediate_size": 1152,
|
| 41 |
"label2id": {
|
| 42 |
+
"biology": 0,
|
| 43 |
+
"business": 1,
|
| 44 |
+
"chemistry": 2,
|
| 45 |
+
"computer science": 3,
|
| 46 |
+
"economics": 4,
|
| 47 |
+
"engineering": 5,
|
| 48 |
+
"health": 6,
|
| 49 |
+
"history": 7,
|
| 50 |
+
"law": 8,
|
| 51 |
+
"math": 9,
|
| 52 |
+
"other": 10,
|
| 53 |
+
"philosophy": 11,
|
| 54 |
+
"physics": 12,
|
| 55 |
+
"psychology": 13
|
| 56 |
},
|
| 57 |
"layer_norm_eps": 1e-05,
|
| 58 |
"local_attention": 128,
|
|
|
|
| 67 |
"num_hidden_layers": 22,
|
| 68 |
"pad_token_id": 50283,
|
| 69 |
"position_embedding_type": "absolute",
|
| 70 |
+
"problem_type": "single_label_classification",
|
| 71 |
"repad_logits_with_grad": false,
|
| 72 |
"sep_token_id": 50282,
|
| 73 |
"sparse_pred_ignore_index": -100,
|
| 74 |
"sparse_prediction": false,
|
| 75 |
+
"torch_dtype": "float32",
|
| 76 |
+
"transformers_version": "4.54.1",
|
| 77 |
"vocab_size": 50368
|
| 78 |
+
}
|
evaluation_results.json
ADDED
|
@@ -0,0 +1,654 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"validation_accuracy": 0.8526315789473684,
|
| 3 |
+
"test_accuracy": 0.8343490304709141,
|
| 4 |
+
"validation_report": {
|
| 5 |
+
"biology": {
|
| 6 |
+
"precision": 0.8425925925925926,
|
| 7 |
+
"recall": 0.8425925925925926,
|
| 8 |
+
"f1-score": 0.8425925925925926,
|
| 9 |
+
"support": 108.0
|
| 10 |
+
},
|
| 11 |
+
"business": {
|
| 12 |
+
"precision": 0.8695652173913043,
|
| 13 |
+
"recall": 0.8403361344537815,
|
| 14 |
+
"f1-score": 0.8547008547008547,
|
| 15 |
+
"support": 119.0
|
| 16 |
+
},
|
| 17 |
+
"chemistry": {
|
| 18 |
+
"precision": 0.861271676300578,
|
| 19 |
+
"recall": 0.8764705882352941,
|
| 20 |
+
"f1-score": 0.8688046647230321,
|
| 21 |
+
"support": 170.0
|
| 22 |
+
},
|
| 23 |
+
"computer science": {
|
| 24 |
+
"precision": 0.8507462686567164,
|
| 25 |
+
"recall": 0.9193548387096774,
|
| 26 |
+
"f1-score": 0.8837209302325582,
|
| 27 |
+
"support": 62.0
|
| 28 |
+
},
|
| 29 |
+
"economics": {
|
| 30 |
+
"precision": 0.7986111111111112,
|
| 31 |
+
"recall": 0.905511811023622,
|
| 32 |
+
"f1-score": 0.8487084870848709,
|
| 33 |
+
"support": 127.0
|
| 34 |
+
},
|
| 35 |
+
"engineering": {
|
| 36 |
+
"precision": 0.8776978417266187,
|
| 37 |
+
"recall": 0.8413793103448276,
|
| 38 |
+
"f1-score": 0.8591549295774648,
|
| 39 |
+
"support": 145.0
|
| 40 |
+
},
|
| 41 |
+
"health": {
|
| 42 |
+
"precision": 0.8095238095238095,
|
| 43 |
+
"recall": 0.8292682926829268,
|
| 44 |
+
"f1-score": 0.8192771084337349,
|
| 45 |
+
"support": 123.0
|
| 46 |
+
},
|
| 47 |
+
"history": {
|
| 48 |
+
"precision": 0.896551724137931,
|
| 49 |
+
"recall": 0.9122807017543859,
|
| 50 |
+
"f1-score": 0.9043478260869565,
|
| 51 |
+
"support": 57.0
|
| 52 |
+
},
|
| 53 |
+
"law": {
|
| 54 |
+
"precision": 0.9585798816568047,
|
| 55 |
+
"recall": 0.9818181818181818,
|
| 56 |
+
"f1-score": 0.9700598802395209,
|
| 57 |
+
"support": 165.0
|
| 58 |
+
},
|
| 59 |
+
"math": {
|
| 60 |
+
"precision": 0.8888888888888888,
|
| 61 |
+
"recall": 0.9108910891089109,
|
| 62 |
+
"f1-score": 0.8997555012224939,
|
| 63 |
+
"support": 202.0
|
| 64 |
+
},
|
| 65 |
+
"other": {
|
| 66 |
+
"precision": 0.7916666666666666,
|
| 67 |
+
"recall": 0.6884057971014492,
|
| 68 |
+
"f1-score": 0.7364341085271318,
|
| 69 |
+
"support": 138.0
|
| 70 |
+
},
|
| 71 |
+
"philosophy": {
|
| 72 |
+
"precision": 0.8375,
|
| 73 |
+
"recall": 0.8933333333333333,
|
| 74 |
+
"f1-score": 0.864516129032258,
|
| 75 |
+
"support": 75.0
|
| 76 |
+
},
|
| 77 |
+
"physics": {
|
| 78 |
+
"precision": 0.8157894736842105,
|
| 79 |
+
"recall": 0.7948717948717948,
|
| 80 |
+
"f1-score": 0.8051948051948052,
|
| 81 |
+
"support": 195.0
|
| 82 |
+
},
|
| 83 |
+
"psychology": {
|
| 84 |
+
"precision": 0.8073394495412844,
|
| 85 |
+
"recall": 0.7394957983193278,
|
| 86 |
+
"f1-score": 0.7719298245614035,
|
| 87 |
+
"support": 119.0
|
| 88 |
+
},
|
| 89 |
+
"accuracy": 0.8526315789473684,
|
| 90 |
+
"macro avg": {
|
| 91 |
+
"precision": 0.8504517572770369,
|
| 92 |
+
"recall": 0.8554293045964361,
|
| 93 |
+
"f1-score": 0.8520855458721199,
|
| 94 |
+
"support": 1805.0
|
| 95 |
+
},
|
| 96 |
+
"weighted avg": {
|
| 97 |
+
"precision": 0.8520451342930214,
|
| 98 |
+
"recall": 0.8526315789473684,
|
| 99 |
+
"f1-score": 0.8515396065019253,
|
| 100 |
+
"support": 1805.0
|
| 101 |
+
}
|
| 102 |
+
},
|
| 103 |
+
"test_report": {
|
| 104 |
+
"biology": {
|
| 105 |
+
"precision": 0.8461538461538461,
|
| 106 |
+
"recall": 0.822429906542056,
|
| 107 |
+
"f1-score": 0.8341232227488151,
|
| 108 |
+
"support": 107.0
|
| 109 |
+
},
|
| 110 |
+
"business": {
|
| 111 |
+
"precision": 0.8648648648648649,
|
| 112 |
+
"recall": 0.8135593220338984,
|
| 113 |
+
"f1-score": 0.8384279475982532,
|
| 114 |
+
"support": 118.0
|
| 115 |
+
},
|
| 116 |
+
"chemistry": {
|
| 117 |
+
"precision": 0.8170731707317073,
|
| 118 |
+
"recall": 0.788235294117647,
|
| 119 |
+
"f1-score": 0.8023952095808383,
|
| 120 |
+
"support": 170.0
|
| 121 |
+
},
|
| 122 |
+
"computer science": {
|
| 123 |
+
"precision": 0.8301886792452831,
|
| 124 |
+
"recall": 0.7213114754098361,
|
| 125 |
+
"f1-score": 0.7719298245614035,
|
| 126 |
+
"support": 61.0
|
| 127 |
+
},
|
| 128 |
+
"economics": {
|
| 129 |
+
"precision": 0.8688524590163934,
|
| 130 |
+
"recall": 0.8412698412698413,
|
| 131 |
+
"f1-score": 0.8548387096774194,
|
| 132 |
+
"support": 126.0
|
| 133 |
+
},
|
| 134 |
+
"engineering": {
|
| 135 |
+
"precision": 0.8394160583941606,
|
| 136 |
+
"recall": 0.7876712328767124,
|
| 137 |
+
"f1-score": 0.8127208480565371,
|
| 138 |
+
"support": 146.0
|
| 139 |
+
},
|
| 140 |
+
"health": {
|
| 141 |
+
"precision": 0.8790322580645161,
|
| 142 |
+
"recall": 0.8861788617886179,
|
| 143 |
+
"f1-score": 0.8825910931174089,
|
| 144 |
+
"support": 123.0
|
| 145 |
+
},
|
| 146 |
+
"history": {
|
| 147 |
+
"precision": 0.9433962264150944,
|
| 148 |
+
"recall": 0.8771929824561403,
|
| 149 |
+
"f1-score": 0.9090909090909091,
|
| 150 |
+
"support": 57.0
|
| 151 |
+
},
|
| 152 |
+
"law": {
|
| 153 |
+
"precision": 0.9457831325301205,
|
| 154 |
+
"recall": 0.9515151515151515,
|
| 155 |
+
"f1-score": 0.9486404833836858,
|
| 156 |
+
"support": 165.0
|
| 157 |
+
},
|
| 158 |
+
"math": {
|
| 159 |
+
"precision": 0.8440366972477065,
|
| 160 |
+
"recall": 0.9064039408866995,
|
| 161 |
+
"f1-score": 0.8741092636579573,
|
| 162 |
+
"support": 203.0
|
| 163 |
+
},
|
| 164 |
+
"other": {
|
| 165 |
+
"precision": 0.6923076923076923,
|
| 166 |
+
"recall": 0.7122302158273381,
|
| 167 |
+
"f1-score": 0.7021276595744681,
|
| 168 |
+
"support": 139.0
|
| 169 |
+
},
|
| 170 |
+
"philosophy": {
|
| 171 |
+
"precision": 0.8333333333333334,
|
| 172 |
+
"recall": 0.9333333333333333,
|
| 173 |
+
"f1-score": 0.8805031446540881,
|
| 174 |
+
"support": 75.0
|
| 175 |
+
},
|
| 176 |
+
"physics": {
|
| 177 |
+
"precision": 0.7853658536585366,
|
| 178 |
+
"recall": 0.8256410256410256,
|
| 179 |
+
"f1-score": 0.805,
|
| 180 |
+
"support": 195.0
|
| 181 |
+
},
|
| 182 |
+
"psychology": {
|
| 183 |
+
"precision": 0.768595041322314,
|
| 184 |
+
"recall": 0.775,
|
| 185 |
+
"f1-score": 0.7717842323651453,
|
| 186 |
+
"support": 120.0
|
| 187 |
+
},
|
| 188 |
+
"accuracy": 0.8343490304709141,
|
| 189 |
+
"macro avg": {
|
| 190 |
+
"precision": 0.8398856652346834,
|
| 191 |
+
"recall": 0.8315694702641643,
|
| 192 |
+
"f1-score": 0.8348773248619237,
|
| 193 |
+
"support": 1805.0
|
| 194 |
+
},
|
| 195 |
+
"weighted avg": {
|
| 196 |
+
"precision": 0.8352151540840406,
|
| 197 |
+
"recall": 0.8343490304709141,
|
| 198 |
+
"f1-score": 0.8341367555565297,
|
| 199 |
+
"support": 1805.0
|
| 200 |
+
}
|
| 201 |
+
},
|
| 202 |
+
"validation_confusion_matrix": [
|
| 203 |
+
[
|
| 204 |
+
91,
|
| 205 |
+
0,
|
| 206 |
+
2,
|
| 207 |
+
0,
|
| 208 |
+
1,
|
| 209 |
+
0,
|
| 210 |
+
9,
|
| 211 |
+
0,
|
| 212 |
+
0,
|
| 213 |
+
0,
|
| 214 |
+
2,
|
| 215 |
+
0,
|
| 216 |
+
0,
|
| 217 |
+
3
|
| 218 |
+
],
|
| 219 |
+
[
|
| 220 |
+
0,
|
| 221 |
+
100,
|
| 222 |
+
1,
|
| 223 |
+
0,
|
| 224 |
+
10,
|
| 225 |
+
0,
|
| 226 |
+
0,
|
| 227 |
+
0,
|
| 228 |
+
0,
|
| 229 |
+
3,
|
| 230 |
+
2,
|
| 231 |
+
2,
|
| 232 |
+
0,
|
| 233 |
+
1
|
| 234 |
+
],
|
| 235 |
+
[
|
| 236 |
+
1,
|
| 237 |
+
0,
|
| 238 |
+
149,
|
| 239 |
+
0,
|
| 240 |
+
0,
|
| 241 |
+
5,
|
| 242 |
+
1,
|
| 243 |
+
0,
|
| 244 |
+
0,
|
| 245 |
+
1,
|
| 246 |
+
0,
|
| 247 |
+
0,
|
| 248 |
+
13,
|
| 249 |
+
0
|
| 250 |
+
],
|
| 251 |
+
[
|
| 252 |
+
0,
|
| 253 |
+
0,
|
| 254 |
+
0,
|
| 255 |
+
57,
|
| 256 |
+
0,
|
| 257 |
+
0,
|
| 258 |
+
0,
|
| 259 |
+
0,
|
| 260 |
+
0,
|
| 261 |
+
3,
|
| 262 |
+
2,
|
| 263 |
+
0,
|
| 264 |
+
0,
|
| 265 |
+
0
|
| 266 |
+
],
|
| 267 |
+
[
|
| 268 |
+
1,
|
| 269 |
+
5,
|
| 270 |
+
0,
|
| 271 |
+
0,
|
| 272 |
+
115,
|
| 273 |
+
0,
|
| 274 |
+
0,
|
| 275 |
+
0,
|
| 276 |
+
1,
|
| 277 |
+
2,
|
| 278 |
+
1,
|
| 279 |
+
2,
|
| 280 |
+
0,
|
| 281 |
+
0
|
| 282 |
+
],
|
| 283 |
+
[
|
| 284 |
+
0,
|
| 285 |
+
0,
|
| 286 |
+
3,
|
| 287 |
+
5,
|
| 288 |
+
0,
|
| 289 |
+
122,
|
| 290 |
+
0,
|
| 291 |
+
0,
|
| 292 |
+
0,
|
| 293 |
+
2,
|
| 294 |
+
0,
|
| 295 |
+
0,
|
| 296 |
+
13,
|
| 297 |
+
0
|
| 298 |
+
],
|
| 299 |
+
[
|
| 300 |
+
5,
|
| 301 |
+
0,
|
| 302 |
+
1,
|
| 303 |
+
0,
|
| 304 |
+
1,
|
| 305 |
+
0,
|
| 306 |
+
102,
|
| 307 |
+
0,
|
| 308 |
+
1,
|
| 309 |
+
0,
|
| 310 |
+
5,
|
| 311 |
+
3,
|
| 312 |
+
1,
|
| 313 |
+
4
|
| 314 |
+
],
|
| 315 |
+
[
|
| 316 |
+
1,
|
| 317 |
+
0,
|
| 318 |
+
0,
|
| 319 |
+
0,
|
| 320 |
+
0,
|
| 321 |
+
0,
|
| 322 |
+
1,
|
| 323 |
+
52,
|
| 324 |
+
0,
|
| 325 |
+
0,
|
| 326 |
+
2,
|
| 327 |
+
1,
|
| 328 |
+
0,
|
| 329 |
+
0
|
| 330 |
+
],
|
| 331 |
+
[
|
| 332 |
+
0,
|
| 333 |
+
0,
|
| 334 |
+
0,
|
| 335 |
+
0,
|
| 336 |
+
1,
|
| 337 |
+
0,
|
| 338 |
+
1,
|
| 339 |
+
0,
|
| 340 |
+
162,
|
| 341 |
+
0,
|
| 342 |
+
1,
|
| 343 |
+
0,
|
| 344 |
+
0,
|
| 345 |
+
0
|
| 346 |
+
],
|
| 347 |
+
[
|
| 348 |
+
0,
|
| 349 |
+
3,
|
| 350 |
+
0,
|
| 351 |
+
2,
|
| 352 |
+
2,
|
| 353 |
+
1,
|
| 354 |
+
1,
|
| 355 |
+
0,
|
| 356 |
+
1,
|
| 357 |
+
184,
|
| 358 |
+
1,
|
| 359 |
+
0,
|
| 360 |
+
3,
|
| 361 |
+
4
|
| 362 |
+
],
|
| 363 |
+
[
|
| 364 |
+
2,
|
| 365 |
+
5,
|
| 366 |
+
2,
|
| 367 |
+
1,
|
| 368 |
+
10,
|
| 369 |
+
0,
|
| 370 |
+
3,
|
| 371 |
+
3,
|
| 372 |
+
2,
|
| 373 |
+
2,
|
| 374 |
+
95,
|
| 375 |
+
2,
|
| 376 |
+
4,
|
| 377 |
+
7
|
| 378 |
+
],
|
| 379 |
+
[
|
| 380 |
+
1,
|
| 381 |
+
0,
|
| 382 |
+
0,
|
| 383 |
+
0,
|
| 384 |
+
1,
|
| 385 |
+
0,
|
| 386 |
+
1,
|
| 387 |
+
2,
|
| 388 |
+
1,
|
| 389 |
+
0,
|
| 390 |
+
1,
|
| 391 |
+
67,
|
| 392 |
+
0,
|
| 393 |
+
1
|
| 394 |
+
],
|
| 395 |
+
[
|
| 396 |
+
1,
|
| 397 |
+
0,
|
| 398 |
+
15,
|
| 399 |
+
0,
|
| 400 |
+
0,
|
| 401 |
+
11,
|
| 402 |
+
0,
|
| 403 |
+
0,
|
| 404 |
+
0,
|
| 405 |
+
9,
|
| 406 |
+
3,
|
| 407 |
+
0,
|
| 408 |
+
155,
|
| 409 |
+
1
|
| 410 |
+
],
|
| 411 |
+
[
|
| 412 |
+
5,
|
| 413 |
+
2,
|
| 414 |
+
0,
|
| 415 |
+
2,
|
| 416 |
+
3,
|
| 417 |
+
0,
|
| 418 |
+
7,
|
| 419 |
+
1,
|
| 420 |
+
1,
|
| 421 |
+
1,
|
| 422 |
+
5,
|
| 423 |
+
3,
|
| 424 |
+
1,
|
| 425 |
+
88
|
| 426 |
+
]
|
| 427 |
+
],
|
| 428 |
+
"test_confusion_matrix": [
|
| 429 |
+
[
|
| 430 |
+
88,
|
| 431 |
+
0,
|
| 432 |
+
0,
|
| 433 |
+
0,
|
| 434 |
+
1,
|
| 435 |
+
0,
|
| 436 |
+
6,
|
| 437 |
+
1,
|
| 438 |
+
2,
|
| 439 |
+
1,
|
| 440 |
+
1,
|
| 441 |
+
0,
|
| 442 |
+
1,
|
| 443 |
+
6
|
| 444 |
+
],
|
| 445 |
+
[
|
| 446 |
+
0,
|
| 447 |
+
96,
|
| 448 |
+
0,
|
| 449 |
+
0,
|
| 450 |
+
5,
|
| 451 |
+
0,
|
| 452 |
+
0,
|
| 453 |
+
0,
|
| 454 |
+
1,
|
| 455 |
+
6,
|
| 456 |
+
3,
|
| 457 |
+
2,
|
| 458 |
+
1,
|
| 459 |
+
4
|
| 460 |
+
],
|
| 461 |
+
[
|
| 462 |
+
2,
|
| 463 |
+
0,
|
| 464 |
+
134,
|
| 465 |
+
1,
|
| 466 |
+
0,
|
| 467 |
+
8,
|
| 468 |
+
0,
|
| 469 |
+
0,
|
| 470 |
+
0,
|
| 471 |
+
2,
|
| 472 |
+
2,
|
| 473 |
+
0,
|
| 474 |
+
21,
|
| 475 |
+
0
|
| 476 |
+
],
|
| 477 |
+
[
|
| 478 |
+
0,
|
| 479 |
+
0,
|
| 480 |
+
1,
|
| 481 |
+
44,
|
| 482 |
+
0,
|
| 483 |
+
3,
|
| 484 |
+
1,
|
| 485 |
+
0,
|
| 486 |
+
0,
|
| 487 |
+
9,
|
| 488 |
+
3,
|
| 489 |
+
0,
|
| 490 |
+
0,
|
| 491 |
+
0
|
| 492 |
+
],
|
| 493 |
+
[
|
| 494 |
+
1,
|
| 495 |
+
4,
|
| 496 |
+
0,
|
| 497 |
+
0,
|
| 498 |
+
106,
|
| 499 |
+
0,
|
| 500 |
+
0,
|
| 501 |
+
0,
|
| 502 |
+
1,
|
| 503 |
+
3,
|
| 504 |
+
6,
|
| 505 |
+
1,
|
| 506 |
+
0,
|
| 507 |
+
4
|
| 508 |
+
],
|
| 509 |
+
[
|
| 510 |
+
1,
|
| 511 |
+
0,
|
| 512 |
+
13,
|
| 513 |
+
1,
|
| 514 |
+
0,
|
| 515 |
+
115,
|
| 516 |
+
0,
|
| 517 |
+
0,
|
| 518 |
+
0,
|
| 519 |
+
6,
|
| 520 |
+
1,
|
| 521 |
+
0,
|
| 522 |
+
9,
|
| 523 |
+
0
|
| 524 |
+
],
|
| 525 |
+
[
|
| 526 |
+
6,
|
| 527 |
+
0,
|
| 528 |
+
1,
|
| 529 |
+
0,
|
| 530 |
+
1,
|
| 531 |
+
1,
|
| 532 |
+
109,
|
| 533 |
+
0,
|
| 534 |
+
0,
|
| 535 |
+
1,
|
| 536 |
+
2,
|
| 537 |
+
0,
|
| 538 |
+
0,
|
| 539 |
+
2
|
| 540 |
+
],
|
| 541 |
+
[
|
| 542 |
+
1,
|
| 543 |
+
0,
|
| 544 |
+
0,
|
| 545 |
+
0,
|
| 546 |
+
0,
|
| 547 |
+
0,
|
| 548 |
+
0,
|
| 549 |
+
50,
|
| 550 |
+
0,
|
| 551 |
+
0,
|
| 552 |
+
5,
|
| 553 |
+
0,
|
| 554 |
+
0,
|
| 555 |
+
1
|
| 556 |
+
],
|
| 557 |
+
[
|
| 558 |
+
0,
|
| 559 |
+
0,
|
| 560 |
+
0,
|
| 561 |
+
0,
|
| 562 |
+
0,
|
| 563 |
+
0,
|
| 564 |
+
0,
|
| 565 |
+
0,
|
| 566 |
+
157,
|
| 567 |
+
0,
|
| 568 |
+
4,
|
| 569 |
+
4,
|
| 570 |
+
0,
|
| 571 |
+
0
|
| 572 |
+
],
|
| 573 |
+
[
|
| 574 |
+
1,
|
| 575 |
+
2,
|
| 576 |
+
0,
|
| 577 |
+
5,
|
| 578 |
+
1,
|
| 579 |
+
0,
|
| 580 |
+
0,
|
| 581 |
+
0,
|
| 582 |
+
0,
|
| 583 |
+
184,
|
| 584 |
+
0,
|
| 585 |
+
0,
|
| 586 |
+
9,
|
| 587 |
+
1
|
| 588 |
+
],
|
| 589 |
+
[
|
| 590 |
+
0,
|
| 591 |
+
9,
|
| 592 |
+
1,
|
| 593 |
+
2,
|
| 594 |
+
7,
|
| 595 |
+
0,
|
| 596 |
+
2,
|
| 597 |
+
1,
|
| 598 |
+
4,
|
| 599 |
+
1,
|
| 600 |
+
99,
|
| 601 |
+
4,
|
| 602 |
+
2,
|
| 603 |
+
7
|
| 604 |
+
],
|
| 605 |
+
[
|
| 606 |
+
0,
|
| 607 |
+
0,
|
| 608 |
+
0,
|
| 609 |
+
0,
|
| 610 |
+
0,
|
| 611 |
+
0,
|
| 612 |
+
0,
|
| 613 |
+
0,
|
| 614 |
+
0,
|
| 615 |
+
0,
|
| 616 |
+
3,
|
| 617 |
+
70,
|
| 618 |
+
0,
|
| 619 |
+
2
|
| 620 |
+
],
|
| 621 |
+
[
|
| 622 |
+
1,
|
| 623 |
+
0,
|
| 624 |
+
14,
|
| 625 |
+
0,
|
| 626 |
+
0,
|
| 627 |
+
10,
|
| 628 |
+
0,
|
| 629 |
+
0,
|
| 630 |
+
0,
|
| 631 |
+
4,
|
| 632 |
+
4,
|
| 633 |
+
0,
|
| 634 |
+
161,
|
| 635 |
+
1
|
| 636 |
+
],
|
| 637 |
+
[
|
| 638 |
+
3,
|
| 639 |
+
0,
|
| 640 |
+
0,
|
| 641 |
+
0,
|
| 642 |
+
1,
|
| 643 |
+
0,
|
| 644 |
+
6,
|
| 645 |
+
1,
|
| 646 |
+
1,
|
| 647 |
+
1,
|
| 648 |
+
10,
|
| 649 |
+
3,
|
| 650 |
+
1,
|
| 651 |
+
93
|
| 652 |
+
]
|
| 653 |
+
]
|
| 654 |
+
}
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5ac997d635f7abf77e40553d15af381cf775aad0f20362c3e8f2e0e9d0353abe
|
| 3 |
+
size 598476704
|
tokenizer.json
CHANGED
|
@@ -1,7 +1,21 @@
|
|
| 1 |
{
|
| 2 |
"version": "1.0",
|
| 3 |
-
"truncation":
|
| 4 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 5 |
"added_tokens": [
|
| 6 |
{
|
| 7 |
"id": 0,
|
|
|
|
| 1 |
{
|
| 2 |
"version": "1.0",
|
| 3 |
+
"truncation": {
|
| 4 |
+
"direction": "Right",
|
| 5 |
+
"max_length": 512,
|
| 6 |
+
"strategy": "LongestFirst",
|
| 7 |
+
"stride": 0
|
| 8 |
+
},
|
| 9 |
+
"padding": {
|
| 10 |
+
"strategy": {
|
| 11 |
+
"Fixed": 512
|
| 12 |
+
},
|
| 13 |
+
"direction": "Right",
|
| 14 |
+
"pad_to_multiple_of": null,
|
| 15 |
+
"pad_id": 50283,
|
| 16 |
+
"pad_type_id": 0,
|
| 17 |
+
"pad_token": "[PAD]"
|
| 18 |
+
},
|
| 19 |
"added_tokens": [
|
| 20 |
{
|
| 21 |
"id": 0,
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c469ad6d75724ea5e403a6a9e14cd2b3afbb0aebef6b5e8e129064bdaf81e4ab
|
| 3 |
+
size 5777
|