Upload folder using huggingface_hub
Browse files- category_mapping.json +1 -0
- checkpoint-1110/config.json +78 -0
- checkpoint-1110/model.safetensors +3 -0
- checkpoint-1110/optimizer.pt +3 -0
- checkpoint-1110/rng_state.pth +3 -0
- checkpoint-1110/scaler.pt +3 -0
- checkpoint-1110/scheduler.pt +3 -0
- checkpoint-1110/trainer_state.json +208 -0
- checkpoint-1110/training_args.bin +3 -0
- checkpoint-1665/config.json +78 -0
- checkpoint-1665/model.safetensors +3 -0
- checkpoint-1665/optimizer.pt +3 -0
- checkpoint-1665/rng_state.pth +3 -0
- checkpoint-1665/scaler.pt +3 -0
- checkpoint-1665/scheduler.pt +3 -0
- checkpoint-1665/trainer_state.json +295 -0
- checkpoint-1665/training_args.bin +3 -0
- config.json +81 -0
- evaluation_results.json +654 -0
- model.safetensors +3 -0
- special_tokens_map.json +37 -0
- tokenizer.json +0 -0
- tokenizer_config.json +945 -0
- training_args.bin +3 -0
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"}}
|
checkpoint-1110/config.json
ADDED
|
@@ -0,0 +1,78 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"ModernBertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": 50281,
|
| 8 |
+
"classifier_activation": "gelu",
|
| 9 |
+
"classifier_bias": false,
|
| 10 |
+
"classifier_dropout": 0.0,
|
| 11 |
+
"classifier_pooling": "mean",
|
| 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,
|
| 19 |
+
"global_rope_theta": 160000.0,
|
| 20 |
+
"gradient_checkpointing": false,
|
| 21 |
+
"hidden_activation": "gelu",
|
| 22 |
+
"hidden_size": 768,
|
| 23 |
+
"id2label": {
|
| 24 |
+
"0": "biology",
|
| 25 |
+
"1": "business",
|
| 26 |
+
"2": "chemistry",
|
| 27 |
+
"3": "computer science",
|
| 28 |
+
"4": "economics",
|
| 29 |
+
"5": "engineering",
|
| 30 |
+
"6": "health",
|
| 31 |
+
"7": "history",
|
| 32 |
+
"8": "law",
|
| 33 |
+
"9": "math",
|
| 34 |
+
"10": "other",
|
| 35 |
+
"11": "philosophy",
|
| 36 |
+
"12": "physics",
|
| 37 |
+
"13": "psychology"
|
| 38 |
+
},
|
| 39 |
+
"initializer_cutoff_factor": 2.0,
|
| 40 |
+
"initializer_range": 0.02,
|
| 41 |
+
"intermediate_size": 1152,
|
| 42 |
+
"label2id": {
|
| 43 |
+
"biology": 0,
|
| 44 |
+
"business": 1,
|
| 45 |
+
"chemistry": 2,
|
| 46 |
+
"computer science": 3,
|
| 47 |
+
"economics": 4,
|
| 48 |
+
"engineering": 5,
|
| 49 |
+
"health": 6,
|
| 50 |
+
"history": 7,
|
| 51 |
+
"law": 8,
|
| 52 |
+
"math": 9,
|
| 53 |
+
"other": 10,
|
| 54 |
+
"philosophy": 11,
|
| 55 |
+
"physics": 12,
|
| 56 |
+
"psychology": 13
|
| 57 |
+
},
|
| 58 |
+
"layer_norm_eps": 1e-05,
|
| 59 |
+
"local_attention": 128,
|
| 60 |
+
"local_rope_theta": 10000.0,
|
| 61 |
+
"max_position_embeddings": 8192,
|
| 62 |
+
"mlp_bias": false,
|
| 63 |
+
"mlp_dropout": 0.0,
|
| 64 |
+
"model_type": "modernbert",
|
| 65 |
+
"norm_bias": false,
|
| 66 |
+
"norm_eps": 1e-05,
|
| 67 |
+
"num_attention_heads": 12,
|
| 68 |
+
"num_hidden_layers": 22,
|
| 69 |
+
"pad_token_id": 50283,
|
| 70 |
+
"position_embedding_type": "absolute",
|
| 71 |
+
"problem_type": "single_label_classification",
|
| 72 |
+
"repad_logits_with_grad": false,
|
| 73 |
+
"sep_token_id": 50282,
|
| 74 |
+
"sparse_pred_ignore_index": -100,
|
| 75 |
+
"sparse_prediction": false,
|
| 76 |
+
"transformers_version": "4.57.3",
|
| 77 |
+
"vocab_size": 50368
|
| 78 |
+
}
|
checkpoint-1110/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:91746e4d899814001dc16d83f68a649e671d238167815a953ba97da9e7d2e4e6
|
| 3 |
+
size 598476704
|
checkpoint-1110/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4682d90d990a38cdf3973fc69ac2760e8c1460ddf9d68009b6780e285d35cd0f
|
| 3 |
+
size 1197043531
|
checkpoint-1110/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a8e2011629d8bed3ef560fa11175cac55684c4e12a72634bb24abf767b6c7399
|
| 3 |
+
size 14645
|
checkpoint-1110/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e280d02640415758dd1722f1dcb37d06550ee65f676e3ec9b0ba6825cc251ab8
|
| 3 |
+
size 1383
|
checkpoint-1110/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:949bb9828c6046ac03b6b92a4af72518e3c0d55ed7954ac5b2456d65807e05d2
|
| 3 |
+
size 1465
|
checkpoint-1110/trainer_state.json
ADDED
|
@@ -0,0 +1,208 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 1110,
|
| 3 |
+
"best_metric": 0.8585132130752519,
|
| 4 |
+
"best_model_checkpoint": "category_classifier_modernbert-base_model/checkpoint-1110",
|
| 5 |
+
"epoch": 2.0,
|
| 6 |
+
"eval_steps": 50,
|
| 7 |
+
"global_step": 1110,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.09009009009009009,
|
| 14 |
+
"grad_norm": 160.01605224609375,
|
| 15 |
+
"learning_rate": 9.800000000000001e-06,
|
| 16 |
+
"loss": 5.1781,
|
| 17 |
+
"step": 50
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.18018018018018017,
|
| 21 |
+
"grad_norm": 158.0070343017578,
|
| 22 |
+
"learning_rate": 1.98e-05,
|
| 23 |
+
"loss": 2.5845,
|
| 24 |
+
"step": 100
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.2702702702702703,
|
| 28 |
+
"grad_norm": 136.94371032714844,
|
| 29 |
+
"learning_rate": 1.9373801916932908e-05,
|
| 30 |
+
"loss": 1.736,
|
| 31 |
+
"step": 150
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 0.36036036036036034,
|
| 35 |
+
"grad_norm": 92.8090591430664,
|
| 36 |
+
"learning_rate": 1.8734824281150162e-05,
|
| 37 |
+
"loss": 1.7221,
|
| 38 |
+
"step": 200
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 0.45045045045045046,
|
| 42 |
+
"grad_norm": 63.52509689331055,
|
| 43 |
+
"learning_rate": 1.8095846645367413e-05,
|
| 44 |
+
"loss": 1.4292,
|
| 45 |
+
"step": 250
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 0.5405405405405406,
|
| 49 |
+
"grad_norm": 159.69549560546875,
|
| 50 |
+
"learning_rate": 1.7456869009584666e-05,
|
| 51 |
+
"loss": 1.3905,
|
| 52 |
+
"step": 300
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 0.6306306306306306,
|
| 56 |
+
"grad_norm": 93.9480209350586,
|
| 57 |
+
"learning_rate": 1.6817891373801917e-05,
|
| 58 |
+
"loss": 1.2243,
|
| 59 |
+
"step": 350
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 0.7207207207207207,
|
| 63 |
+
"grad_norm": 86.2663803100586,
|
| 64 |
+
"learning_rate": 1.617891373801917e-05,
|
| 65 |
+
"loss": 1.3676,
|
| 66 |
+
"step": 400
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"epoch": 0.8108108108108109,
|
| 70 |
+
"grad_norm": 49.086673736572266,
|
| 71 |
+
"learning_rate": 1.5539936102236425e-05,
|
| 72 |
+
"loss": 1.2133,
|
| 73 |
+
"step": 450
|
| 74 |
+
},
|
| 75 |
+
{
|
| 76 |
+
"epoch": 0.9009009009009009,
|
| 77 |
+
"grad_norm": 87.30990600585938,
|
| 78 |
+
"learning_rate": 1.4900958466453675e-05,
|
| 79 |
+
"loss": 1.2641,
|
| 80 |
+
"step": 500
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 0.990990990990991,
|
| 84 |
+
"grad_norm": 95.27666473388672,
|
| 85 |
+
"learning_rate": 1.4261980830670927e-05,
|
| 86 |
+
"loss": 1.0439,
|
| 87 |
+
"step": 550
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 1.0,
|
| 91 |
+
"eval_accuracy": 0.8050446663163426,
|
| 92 |
+
"eval_f1": 0.8029670816069686,
|
| 93 |
+
"eval_loss": 0.5830321907997131,
|
| 94 |
+
"eval_runtime": 30.3014,
|
| 95 |
+
"eval_samples_per_second": 62.802,
|
| 96 |
+
"eval_steps_per_second": 7.854,
|
| 97 |
+
"step": 555
|
| 98 |
+
},
|
| 99 |
+
{
|
| 100 |
+
"epoch": 1.0810810810810811,
|
| 101 |
+
"grad_norm": 37.04153823852539,
|
| 102 |
+
"learning_rate": 1.362300319488818e-05,
|
| 103 |
+
"loss": 0.7562,
|
| 104 |
+
"step": 600
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 1.1711711711711712,
|
| 108 |
+
"grad_norm": 69.8899154663086,
|
| 109 |
+
"learning_rate": 1.2984025559105433e-05,
|
| 110 |
+
"loss": 0.5805,
|
| 111 |
+
"step": 650
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"epoch": 1.2612612612612613,
|
| 115 |
+
"grad_norm": 44.667274475097656,
|
| 116 |
+
"learning_rate": 1.2345047923322684e-05,
|
| 117 |
+
"loss": 0.6968,
|
| 118 |
+
"step": 700
|
| 119 |
+
},
|
| 120 |
+
{
|
| 121 |
+
"epoch": 1.3513513513513513,
|
| 122 |
+
"grad_norm": 50.10476303100586,
|
| 123 |
+
"learning_rate": 1.1706070287539936e-05,
|
| 124 |
+
"loss": 0.5709,
|
| 125 |
+
"step": 750
|
| 126 |
+
},
|
| 127 |
+
{
|
| 128 |
+
"epoch": 1.4414414414414414,
|
| 129 |
+
"grad_norm": 68.5858154296875,
|
| 130 |
+
"learning_rate": 1.106709265175719e-05,
|
| 131 |
+
"loss": 0.7132,
|
| 132 |
+
"step": 800
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"epoch": 1.5315315315315314,
|
| 136 |
+
"grad_norm": 58.212669372558594,
|
| 137 |
+
"learning_rate": 1.0428115015974442e-05,
|
| 138 |
+
"loss": 0.5982,
|
| 139 |
+
"step": 850
|
| 140 |
+
},
|
| 141 |
+
{
|
| 142 |
+
"epoch": 1.6216216216216215,
|
| 143 |
+
"grad_norm": 375.9144287109375,
|
| 144 |
+
"learning_rate": 9.789137380191694e-06,
|
| 145 |
+
"loss": 0.6555,
|
| 146 |
+
"step": 900
|
| 147 |
+
},
|
| 148 |
+
{
|
| 149 |
+
"epoch": 1.7117117117117115,
|
| 150 |
+
"grad_norm": 68.3332290649414,
|
| 151 |
+
"learning_rate": 9.150159744408946e-06,
|
| 152 |
+
"loss": 0.5177,
|
| 153 |
+
"step": 950
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"epoch": 1.8018018018018018,
|
| 157 |
+
"grad_norm": 52.12598419189453,
|
| 158 |
+
"learning_rate": 8.511182108626199e-06,
|
| 159 |
+
"loss": 0.6234,
|
| 160 |
+
"step": 1000
|
| 161 |
+
},
|
| 162 |
+
{
|
| 163 |
+
"epoch": 1.8918918918918919,
|
| 164 |
+
"grad_norm": 26.67477798461914,
|
| 165 |
+
"learning_rate": 7.87220447284345e-06,
|
| 166 |
+
"loss": 0.5854,
|
| 167 |
+
"step": 1050
|
| 168 |
+
},
|
| 169 |
+
{
|
| 170 |
+
"epoch": 1.981981981981982,
|
| 171 |
+
"grad_norm": 43.53692626953125,
|
| 172 |
+
"learning_rate": 7.233226837060704e-06,
|
| 173 |
+
"loss": 0.4677,
|
| 174 |
+
"step": 1100
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"epoch": 2.0,
|
| 178 |
+
"eval_accuracy": 0.8586442459274829,
|
| 179 |
+
"eval_f1": 0.8585132130752519,
|
| 180 |
+
"eval_loss": 0.5112260580062866,
|
| 181 |
+
"eval_runtime": 24.6052,
|
| 182 |
+
"eval_samples_per_second": 77.341,
|
| 183 |
+
"eval_steps_per_second": 9.673,
|
| 184 |
+
"step": 1110
|
| 185 |
+
}
|
| 186 |
+
],
|
| 187 |
+
"logging_steps": 50,
|
| 188 |
+
"max_steps": 1665,
|
| 189 |
+
"num_input_tokens_seen": 0,
|
| 190 |
+
"num_train_epochs": 3,
|
| 191 |
+
"save_steps": 500,
|
| 192 |
+
"stateful_callbacks": {
|
| 193 |
+
"TrainerControl": {
|
| 194 |
+
"args": {
|
| 195 |
+
"should_epoch_stop": false,
|
| 196 |
+
"should_evaluate": false,
|
| 197 |
+
"should_log": false,
|
| 198 |
+
"should_save": true,
|
| 199 |
+
"should_training_stop": false
|
| 200 |
+
},
|
| 201 |
+
"attributes": {}
|
| 202 |
+
}
|
| 203 |
+
},
|
| 204 |
+
"total_flos": 6051681240723456.0,
|
| 205 |
+
"train_batch_size": 8,
|
| 206 |
+
"trial_name": null,
|
| 207 |
+
"trial_params": null
|
| 208 |
+
}
|
checkpoint-1110/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:73f26352724d0286fdb14af605d7ef61c2d457bcd4fd485040cb450a11756f8a
|
| 3 |
+
size 5841
|
checkpoint-1665/config.json
ADDED
|
@@ -0,0 +1,78 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"ModernBertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": 50281,
|
| 8 |
+
"classifier_activation": "gelu",
|
| 9 |
+
"classifier_bias": false,
|
| 10 |
+
"classifier_dropout": 0.0,
|
| 11 |
+
"classifier_pooling": "mean",
|
| 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,
|
| 19 |
+
"global_rope_theta": 160000.0,
|
| 20 |
+
"gradient_checkpointing": false,
|
| 21 |
+
"hidden_activation": "gelu",
|
| 22 |
+
"hidden_size": 768,
|
| 23 |
+
"id2label": {
|
| 24 |
+
"0": "biology",
|
| 25 |
+
"1": "business",
|
| 26 |
+
"2": "chemistry",
|
| 27 |
+
"3": "computer science",
|
| 28 |
+
"4": "economics",
|
| 29 |
+
"5": "engineering",
|
| 30 |
+
"6": "health",
|
| 31 |
+
"7": "history",
|
| 32 |
+
"8": "law",
|
| 33 |
+
"9": "math",
|
| 34 |
+
"10": "other",
|
| 35 |
+
"11": "philosophy",
|
| 36 |
+
"12": "physics",
|
| 37 |
+
"13": "psychology"
|
| 38 |
+
},
|
| 39 |
+
"initializer_cutoff_factor": 2.0,
|
| 40 |
+
"initializer_range": 0.02,
|
| 41 |
+
"intermediate_size": 1152,
|
| 42 |
+
"label2id": {
|
| 43 |
+
"biology": 0,
|
| 44 |
+
"business": 1,
|
| 45 |
+
"chemistry": 2,
|
| 46 |
+
"computer science": 3,
|
| 47 |
+
"economics": 4,
|
| 48 |
+
"engineering": 5,
|
| 49 |
+
"health": 6,
|
| 50 |
+
"history": 7,
|
| 51 |
+
"law": 8,
|
| 52 |
+
"math": 9,
|
| 53 |
+
"other": 10,
|
| 54 |
+
"philosophy": 11,
|
| 55 |
+
"physics": 12,
|
| 56 |
+
"psychology": 13
|
| 57 |
+
},
|
| 58 |
+
"layer_norm_eps": 1e-05,
|
| 59 |
+
"local_attention": 128,
|
| 60 |
+
"local_rope_theta": 10000.0,
|
| 61 |
+
"max_position_embeddings": 8192,
|
| 62 |
+
"mlp_bias": false,
|
| 63 |
+
"mlp_dropout": 0.0,
|
| 64 |
+
"model_type": "modernbert",
|
| 65 |
+
"norm_bias": false,
|
| 66 |
+
"norm_eps": 1e-05,
|
| 67 |
+
"num_attention_heads": 12,
|
| 68 |
+
"num_hidden_layers": 22,
|
| 69 |
+
"pad_token_id": 50283,
|
| 70 |
+
"position_embedding_type": "absolute",
|
| 71 |
+
"problem_type": "single_label_classification",
|
| 72 |
+
"repad_logits_with_grad": false,
|
| 73 |
+
"sep_token_id": 50282,
|
| 74 |
+
"sparse_pred_ignore_index": -100,
|
| 75 |
+
"sparse_prediction": false,
|
| 76 |
+
"transformers_version": "4.57.3",
|
| 77 |
+
"vocab_size": 50368
|
| 78 |
+
}
|
checkpoint-1665/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9555a6dd1c54c7e22ad11b783966a0667dcb22c8b82ff71bd5390a3c9427ce7c
|
| 3 |
+
size 598476704
|
checkpoint-1665/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:50fff79c2b4e60595361b6c906807fd0c5843573e2f66a8c6dcd46f66c43d51a
|
| 3 |
+
size 1197043531
|
checkpoint-1665/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:01f9a0f7843a37be87edd23f4e88aa93b38b95cc2c07503eeb1cf2e4632453a2
|
| 3 |
+
size 14645
|
checkpoint-1665/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:db189fb5f4cfe7a6763bd3de947569b4c42786bbae5a8648f126c8b25f6131ea
|
| 3 |
+
size 1383
|
checkpoint-1665/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6f0eb4ff7c5d7df08779819bb09ed2687d78b29eda46165188c2938a02b71182
|
| 3 |
+
size 1465
|
checkpoint-1665/trainer_state.json
ADDED
|
@@ -0,0 +1,295 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 1665,
|
| 3 |
+
"best_metric": 0.8706692176592262,
|
| 4 |
+
"best_model_checkpoint": "category_classifier_modernbert-base_model/checkpoint-1665",
|
| 5 |
+
"epoch": 3.0,
|
| 6 |
+
"eval_steps": 50,
|
| 7 |
+
"global_step": 1665,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 0.09009009009009009,
|
| 14 |
+
"grad_norm": 160.01605224609375,
|
| 15 |
+
"learning_rate": 9.800000000000001e-06,
|
| 16 |
+
"loss": 5.1781,
|
| 17 |
+
"step": 50
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"epoch": 0.18018018018018017,
|
| 21 |
+
"grad_norm": 158.0070343017578,
|
| 22 |
+
"learning_rate": 1.98e-05,
|
| 23 |
+
"loss": 2.5845,
|
| 24 |
+
"step": 100
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.2702702702702703,
|
| 28 |
+
"grad_norm": 136.94371032714844,
|
| 29 |
+
"learning_rate": 1.9373801916932908e-05,
|
| 30 |
+
"loss": 1.736,
|
| 31 |
+
"step": 150
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 0.36036036036036034,
|
| 35 |
+
"grad_norm": 92.8090591430664,
|
| 36 |
+
"learning_rate": 1.8734824281150162e-05,
|
| 37 |
+
"loss": 1.7221,
|
| 38 |
+
"step": 200
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 0.45045045045045046,
|
| 42 |
+
"grad_norm": 63.52509689331055,
|
| 43 |
+
"learning_rate": 1.8095846645367413e-05,
|
| 44 |
+
"loss": 1.4292,
|
| 45 |
+
"step": 250
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 0.5405405405405406,
|
| 49 |
+
"grad_norm": 159.69549560546875,
|
| 50 |
+
"learning_rate": 1.7456869009584666e-05,
|
| 51 |
+
"loss": 1.3905,
|
| 52 |
+
"step": 300
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"epoch": 0.6306306306306306,
|
| 56 |
+
"grad_norm": 93.9480209350586,
|
| 57 |
+
"learning_rate": 1.6817891373801917e-05,
|
| 58 |
+
"loss": 1.2243,
|
| 59 |
+
"step": 350
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 0.7207207207207207,
|
| 63 |
+
"grad_norm": 86.2663803100586,
|
| 64 |
+
"learning_rate": 1.617891373801917e-05,
|
| 65 |
+
"loss": 1.3676,
|
| 66 |
+
"step": 400
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"epoch": 0.8108108108108109,
|
| 70 |
+
"grad_norm": 49.086673736572266,
|
| 71 |
+
"learning_rate": 1.5539936102236425e-05,
|
| 72 |
+
"loss": 1.2133,
|
| 73 |
+
"step": 450
|
| 74 |
+
},
|
| 75 |
+
{
|
| 76 |
+
"epoch": 0.9009009009009009,
|
| 77 |
+
"grad_norm": 87.30990600585938,
|
| 78 |
+
"learning_rate": 1.4900958466453675e-05,
|
| 79 |
+
"loss": 1.2641,
|
| 80 |
+
"step": 500
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 0.990990990990991,
|
| 84 |
+
"grad_norm": 95.27666473388672,
|
| 85 |
+
"learning_rate": 1.4261980830670927e-05,
|
| 86 |
+
"loss": 1.0439,
|
| 87 |
+
"step": 550
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 1.0,
|
| 91 |
+
"eval_accuracy": 0.8050446663163426,
|
| 92 |
+
"eval_f1": 0.8029670816069686,
|
| 93 |
+
"eval_loss": 0.5830321907997131,
|
| 94 |
+
"eval_runtime": 30.3014,
|
| 95 |
+
"eval_samples_per_second": 62.802,
|
| 96 |
+
"eval_steps_per_second": 7.854,
|
| 97 |
+
"step": 555
|
| 98 |
+
},
|
| 99 |
+
{
|
| 100 |
+
"epoch": 1.0810810810810811,
|
| 101 |
+
"grad_norm": 37.04153823852539,
|
| 102 |
+
"learning_rate": 1.362300319488818e-05,
|
| 103 |
+
"loss": 0.7562,
|
| 104 |
+
"step": 600
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 1.1711711711711712,
|
| 108 |
+
"grad_norm": 69.8899154663086,
|
| 109 |
+
"learning_rate": 1.2984025559105433e-05,
|
| 110 |
+
"loss": 0.5805,
|
| 111 |
+
"step": 650
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"epoch": 1.2612612612612613,
|
| 115 |
+
"grad_norm": 44.667274475097656,
|
| 116 |
+
"learning_rate": 1.2345047923322684e-05,
|
| 117 |
+
"loss": 0.6968,
|
| 118 |
+
"step": 700
|
| 119 |
+
},
|
| 120 |
+
{
|
| 121 |
+
"epoch": 1.3513513513513513,
|
| 122 |
+
"grad_norm": 50.10476303100586,
|
| 123 |
+
"learning_rate": 1.1706070287539936e-05,
|
| 124 |
+
"loss": 0.5709,
|
| 125 |
+
"step": 750
|
| 126 |
+
},
|
| 127 |
+
{
|
| 128 |
+
"epoch": 1.4414414414414414,
|
| 129 |
+
"grad_norm": 68.5858154296875,
|
| 130 |
+
"learning_rate": 1.106709265175719e-05,
|
| 131 |
+
"loss": 0.7132,
|
| 132 |
+
"step": 800
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
"epoch": 1.5315315315315314,
|
| 136 |
+
"grad_norm": 58.212669372558594,
|
| 137 |
+
"learning_rate": 1.0428115015974442e-05,
|
| 138 |
+
"loss": 0.5982,
|
| 139 |
+
"step": 850
|
| 140 |
+
},
|
| 141 |
+
{
|
| 142 |
+
"epoch": 1.6216216216216215,
|
| 143 |
+
"grad_norm": 375.9144287109375,
|
| 144 |
+
"learning_rate": 9.789137380191694e-06,
|
| 145 |
+
"loss": 0.6555,
|
| 146 |
+
"step": 900
|
| 147 |
+
},
|
| 148 |
+
{
|
| 149 |
+
"epoch": 1.7117117117117115,
|
| 150 |
+
"grad_norm": 68.3332290649414,
|
| 151 |
+
"learning_rate": 9.150159744408946e-06,
|
| 152 |
+
"loss": 0.5177,
|
| 153 |
+
"step": 950
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"epoch": 1.8018018018018018,
|
| 157 |
+
"grad_norm": 52.12598419189453,
|
| 158 |
+
"learning_rate": 8.511182108626199e-06,
|
| 159 |
+
"loss": 0.6234,
|
| 160 |
+
"step": 1000
|
| 161 |
+
},
|
| 162 |
+
{
|
| 163 |
+
"epoch": 1.8918918918918919,
|
| 164 |
+
"grad_norm": 26.67477798461914,
|
| 165 |
+
"learning_rate": 7.87220447284345e-06,
|
| 166 |
+
"loss": 0.5854,
|
| 167 |
+
"step": 1050
|
| 168 |
+
},
|
| 169 |
+
{
|
| 170 |
+
"epoch": 1.981981981981982,
|
| 171 |
+
"grad_norm": 43.53692626953125,
|
| 172 |
+
"learning_rate": 7.233226837060704e-06,
|
| 173 |
+
"loss": 0.4677,
|
| 174 |
+
"step": 1100
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"epoch": 2.0,
|
| 178 |
+
"eval_accuracy": 0.8586442459274829,
|
| 179 |
+
"eval_f1": 0.8585132130752519,
|
| 180 |
+
"eval_loss": 0.5112260580062866,
|
| 181 |
+
"eval_runtime": 24.6052,
|
| 182 |
+
"eval_samples_per_second": 77.341,
|
| 183 |
+
"eval_steps_per_second": 9.673,
|
| 184 |
+
"step": 1110
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"epoch": 2.0720720720720722,
|
| 188 |
+
"grad_norm": 21.199968338012695,
|
| 189 |
+
"learning_rate": 6.594249201277956e-06,
|
| 190 |
+
"loss": 0.2489,
|
| 191 |
+
"step": 1150
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"epoch": 2.1621621621621623,
|
| 195 |
+
"grad_norm": 14.63625717163086,
|
| 196 |
+
"learning_rate": 5.955271565495209e-06,
|
| 197 |
+
"loss": 0.1797,
|
| 198 |
+
"step": 1200
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"epoch": 2.2522522522522523,
|
| 202 |
+
"grad_norm": 53.242008209228516,
|
| 203 |
+
"learning_rate": 5.31629392971246e-06,
|
| 204 |
+
"loss": 0.2019,
|
| 205 |
+
"step": 1250
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"epoch": 2.3423423423423424,
|
| 209 |
+
"grad_norm": 5.628056049346924,
|
| 210 |
+
"learning_rate": 4.6773162939297125e-06,
|
| 211 |
+
"loss": 0.1491,
|
| 212 |
+
"step": 1300
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"epoch": 2.4324324324324325,
|
| 216 |
+
"grad_norm": 58.54233169555664,
|
| 217 |
+
"learning_rate": 4.0383386581469655e-06,
|
| 218 |
+
"loss": 0.1767,
|
| 219 |
+
"step": 1350
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 2.5225225225225225,
|
| 223 |
+
"grad_norm": 16.474857330322266,
|
| 224 |
+
"learning_rate": 3.3993610223642177e-06,
|
| 225 |
+
"loss": 0.1203,
|
| 226 |
+
"step": 1400
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"epoch": 2.6126126126126126,
|
| 230 |
+
"grad_norm": 43.91135025024414,
|
| 231 |
+
"learning_rate": 2.76038338658147e-06,
|
| 232 |
+
"loss": 0.1734,
|
| 233 |
+
"step": 1450
|
| 234 |
+
},
|
| 235 |
+
{
|
| 236 |
+
"epoch": 2.7027027027027026,
|
| 237 |
+
"grad_norm": 12.281766891479492,
|
| 238 |
+
"learning_rate": 2.1214057507987225e-06,
|
| 239 |
+
"loss": 0.172,
|
| 240 |
+
"step": 1500
|
| 241 |
+
},
|
| 242 |
+
{
|
| 243 |
+
"epoch": 2.7927927927927927,
|
| 244 |
+
"grad_norm": 13.688041687011719,
|
| 245 |
+
"learning_rate": 1.4824281150159744e-06,
|
| 246 |
+
"loss": 0.2202,
|
| 247 |
+
"step": 1550
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"epoch": 2.8828828828828827,
|
| 251 |
+
"grad_norm": 1.5469253063201904,
|
| 252 |
+
"learning_rate": 8.434504792332269e-07,
|
| 253 |
+
"loss": 0.1596,
|
| 254 |
+
"step": 1600
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"epoch": 2.972972972972973,
|
| 258 |
+
"grad_norm": 59.35817337036133,
|
| 259 |
+
"learning_rate": 2.0447284345047925e-07,
|
| 260 |
+
"loss": 0.165,
|
| 261 |
+
"step": 1650
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"epoch": 3.0,
|
| 265 |
+
"eval_accuracy": 0.8707304256437205,
|
| 266 |
+
"eval_f1": 0.8706692176592262,
|
| 267 |
+
"eval_loss": 0.5725481510162354,
|
| 268 |
+
"eval_runtime": 24.6542,
|
| 269 |
+
"eval_samples_per_second": 77.188,
|
| 270 |
+
"eval_steps_per_second": 9.654,
|
| 271 |
+
"step": 1665
|
| 272 |
+
}
|
| 273 |
+
],
|
| 274 |
+
"logging_steps": 50,
|
| 275 |
+
"max_steps": 1665,
|
| 276 |
+
"num_input_tokens_seen": 0,
|
| 277 |
+
"num_train_epochs": 3,
|
| 278 |
+
"save_steps": 500,
|
| 279 |
+
"stateful_callbacks": {
|
| 280 |
+
"TrainerControl": {
|
| 281 |
+
"args": {
|
| 282 |
+
"should_epoch_stop": false,
|
| 283 |
+
"should_evaluate": false,
|
| 284 |
+
"should_log": false,
|
| 285 |
+
"should_save": true,
|
| 286 |
+
"should_training_stop": true
|
| 287 |
+
},
|
| 288 |
+
"attributes": {}
|
| 289 |
+
}
|
| 290 |
+
},
|
| 291 |
+
"total_flos": 9077521861085184.0,
|
| 292 |
+
"train_batch_size": 8,
|
| 293 |
+
"trial_name": null,
|
| 294 |
+
"trial_params": null
|
| 295 |
+
}
|
checkpoint-1665/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:73f26352724d0286fdb14af605d7ef61c2d457bcd4fd485040cb450a11756f8a
|
| 3 |
+
size 5841
|
config.json
ADDED
|
@@ -0,0 +1,81 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"ModernBertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": 50281,
|
| 8 |
+
"classifier_activation": "gelu",
|
| 9 |
+
"classifier_bias": false,
|
| 10 |
+
"classifier_dropout": 0.0,
|
| 11 |
+
"classifier_pooling": "mean",
|
| 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,
|
| 18 |
+
"global_rope_theta": 160000.0,
|
| 19 |
+
"gradient_checkpointing": false,
|
| 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,
|
| 59 |
+
"local_rope_theta": 10000.0,
|
| 60 |
+
"max_position_embeddings": 8192,
|
| 61 |
+
"mlp_bias": false,
|
| 62 |
+
"mlp_dropout": 0.0,
|
| 63 |
+
"model_type": "modernbert",
|
| 64 |
+
"norm_bias": false,
|
| 65 |
+
"norm_eps": 1e-05,
|
| 66 |
+
"num_attention_heads": 12,
|
| 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 |
+
"transformers_version": "4.57.3",
|
| 76 |
+
"vocab_size": 50368,
|
| 77 |
+
"hidden_act": "gelu",
|
| 78 |
+
"hidden_dropout_prob": 0.0,
|
| 79 |
+
"type_vocab_size": 2,
|
| 80 |
+
"torch_dtype": "float32"
|
| 81 |
+
}
|
evaluation_results.json
ADDED
|
@@ -0,0 +1,654 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"validation_accuracy": 0.8702049395691014,
|
| 3 |
+
"test_accuracy": 0.8586442459274829,
|
| 4 |
+
"validation_report": {
|
| 5 |
+
"biology": {
|
| 6 |
+
"precision": 0.8421052631578947,
|
| 7 |
+
"recall": 0.8571428571428571,
|
| 8 |
+
"f1-score": 0.8495575221238938,
|
| 9 |
+
"support": 112.0
|
| 10 |
+
},
|
| 11 |
+
"business": {
|
| 12 |
+
"precision": 0.8770491803278688,
|
| 13 |
+
"recall": 0.8699186991869918,
|
| 14 |
+
"f1-score": 0.8734693877551021,
|
| 15 |
+
"support": 123.0
|
| 16 |
+
},
|
| 17 |
+
"chemistry": {
|
| 18 |
+
"precision": 0.8461538461538461,
|
| 19 |
+
"recall": 0.8171428571428572,
|
| 20 |
+
"f1-score": 0.8313953488372093,
|
| 21 |
+
"support": 175.0
|
| 22 |
+
},
|
| 23 |
+
"computer science": {
|
| 24 |
+
"precision": 0.8461538461538461,
|
| 25 |
+
"recall": 0.8333333333333334,
|
| 26 |
+
"f1-score": 0.8396946564885496,
|
| 27 |
+
"support": 66.0
|
| 28 |
+
},
|
| 29 |
+
"economics": {
|
| 30 |
+
"precision": 0.8592592592592593,
|
| 31 |
+
"recall": 0.8854961832061069,
|
| 32 |
+
"f1-score": 0.8721804511278195,
|
| 33 |
+
"support": 131.0
|
| 34 |
+
},
|
| 35 |
+
"engineering": {
|
| 36 |
+
"precision": 0.875,
|
| 37 |
+
"recall": 0.84,
|
| 38 |
+
"f1-score": 0.8571428571428571,
|
| 39 |
+
"support": 150.0
|
| 40 |
+
},
|
| 41 |
+
"health": {
|
| 42 |
+
"precision": 0.8409090909090909,
|
| 43 |
+
"recall": 0.8671875,
|
| 44 |
+
"f1-score": 0.8538461538461538,
|
| 45 |
+
"support": 128.0
|
| 46 |
+
},
|
| 47 |
+
"history": {
|
| 48 |
+
"precision": 0.95,
|
| 49 |
+
"recall": 0.9344262295081968,
|
| 50 |
+
"f1-score": 0.9421487603305785,
|
| 51 |
+
"support": 61.0
|
| 52 |
+
},
|
| 53 |
+
"law": {
|
| 54 |
+
"precision": 0.9704142011834319,
|
| 55 |
+
"recall": 0.9704142011834319,
|
| 56 |
+
"f1-score": 0.9704142011834319,
|
| 57 |
+
"support": 169.0
|
| 58 |
+
},
|
| 59 |
+
"math": {
|
| 60 |
+
"precision": 0.8995215311004785,
|
| 61 |
+
"recall": 0.9082125603864735,
|
| 62 |
+
"f1-score": 0.9038461538461539,
|
| 63 |
+
"support": 207.0
|
| 64 |
+
},
|
| 65 |
+
"other": {
|
| 66 |
+
"precision": 0.8324022346368715,
|
| 67 |
+
"recall": 0.8370786516853933,
|
| 68 |
+
"f1-score": 0.834733893557423,
|
| 69 |
+
"support": 178.0
|
| 70 |
+
},
|
| 71 |
+
"philosophy": {
|
| 72 |
+
"precision": 0.8333333333333334,
|
| 73 |
+
"recall": 0.8860759493670886,
|
| 74 |
+
"f1-score": 0.8588957055214724,
|
| 75 |
+
"support": 79.0
|
| 76 |
+
},
|
| 77 |
+
"physics": {
|
| 78 |
+
"precision": 0.8585858585858586,
|
| 79 |
+
"recall": 0.85,
|
| 80 |
+
"f1-score": 0.8542713567839196,
|
| 81 |
+
"support": 200.0
|
| 82 |
+
},
|
| 83 |
+
"psychology": {
|
| 84 |
+
"precision": 0.8455284552845529,
|
| 85 |
+
"recall": 0.8387096774193549,
|
| 86 |
+
"f1-score": 0.8421052631578947,
|
| 87 |
+
"support": 124.0
|
| 88 |
+
},
|
| 89 |
+
"accuracy": 0.8702049395691014,
|
| 90 |
+
"macro avg": {
|
| 91 |
+
"precision": 0.8697440071490238,
|
| 92 |
+
"recall": 0.8710813356830059,
|
| 93 |
+
"f1-score": 0.8702644079787473,
|
| 94 |
+
"support": 1903.0
|
| 95 |
+
},
|
| 96 |
+
"weighted avg": {
|
| 97 |
+
"precision": 0.8703519865398671,
|
| 98 |
+
"recall": 0.8702049395691014,
|
| 99 |
+
"f1-score": 0.8701516195018865,
|
| 100 |
+
"support": 1903.0
|
| 101 |
+
}
|
| 102 |
+
},
|
| 103 |
+
"test_report": {
|
| 104 |
+
"biology": {
|
| 105 |
+
"precision": 0.8611111111111112,
|
| 106 |
+
"recall": 0.8303571428571429,
|
| 107 |
+
"f1-score": 0.8454545454545455,
|
| 108 |
+
"support": 112.0
|
| 109 |
+
},
|
| 110 |
+
"business": {
|
| 111 |
+
"precision": 0.8780487804878049,
|
| 112 |
+
"recall": 0.8780487804878049,
|
| 113 |
+
"f1-score": 0.8780487804878049,
|
| 114 |
+
"support": 123.0
|
| 115 |
+
},
|
| 116 |
+
"chemistry": {
|
| 117 |
+
"precision": 0.7978142076502732,
|
| 118 |
+
"recall": 0.8390804597701149,
|
| 119 |
+
"f1-score": 0.8179271708683473,
|
| 120 |
+
"support": 174.0
|
| 121 |
+
},
|
| 122 |
+
"computer science": {
|
| 123 |
+
"precision": 0.8636363636363636,
|
| 124 |
+
"recall": 0.8636363636363636,
|
| 125 |
+
"f1-score": 0.8636363636363636,
|
| 126 |
+
"support": 66.0
|
| 127 |
+
},
|
| 128 |
+
"economics": {
|
| 129 |
+
"precision": 0.8692307692307693,
|
| 130 |
+
"recall": 0.8625954198473282,
|
| 131 |
+
"f1-score": 0.8659003831417624,
|
| 132 |
+
"support": 131.0
|
| 133 |
+
},
|
| 134 |
+
"engineering": {
|
| 135 |
+
"precision": 0.8523489932885906,
|
| 136 |
+
"recall": 0.8466666666666667,
|
| 137 |
+
"f1-score": 0.8494983277591973,
|
| 138 |
+
"support": 150.0
|
| 139 |
+
},
|
| 140 |
+
"health": {
|
| 141 |
+
"precision": 0.873015873015873,
|
| 142 |
+
"recall": 0.8661417322834646,
|
| 143 |
+
"f1-score": 0.8695652173913043,
|
| 144 |
+
"support": 127.0
|
| 145 |
+
},
|
| 146 |
+
"history": {
|
| 147 |
+
"precision": 0.9661016949152542,
|
| 148 |
+
"recall": 0.9193548387096774,
|
| 149 |
+
"f1-score": 0.9421487603305785,
|
| 150 |
+
"support": 62.0
|
| 151 |
+
},
|
| 152 |
+
"law": {
|
| 153 |
+
"precision": 0.9649122807017544,
|
| 154 |
+
"recall": 0.9705882352941176,
|
| 155 |
+
"f1-score": 0.967741935483871,
|
| 156 |
+
"support": 170.0
|
| 157 |
+
},
|
| 158 |
+
"math": {
|
| 159 |
+
"precision": 0.8878504672897196,
|
| 160 |
+
"recall": 0.9178743961352657,
|
| 161 |
+
"f1-score": 0.9026128266033254,
|
| 162 |
+
"support": 207.0
|
| 163 |
+
},
|
| 164 |
+
"other": {
|
| 165 |
+
"precision": 0.8641975308641975,
|
| 166 |
+
"recall": 0.7865168539325843,
|
| 167 |
+
"f1-score": 0.8235294117647058,
|
| 168 |
+
"support": 178.0
|
| 169 |
+
},
|
| 170 |
+
"philosophy": {
|
| 171 |
+
"precision": 0.8131868131868132,
|
| 172 |
+
"recall": 0.925,
|
| 173 |
+
"f1-score": 0.8654970760233918,
|
| 174 |
+
"support": 80.0
|
| 175 |
+
},
|
| 176 |
+
"physics": {
|
| 177 |
+
"precision": 0.803030303030303,
|
| 178 |
+
"recall": 0.7989949748743719,
|
| 179 |
+
"f1-score": 0.801007556675063,
|
| 180 |
+
"support": 199.0
|
| 181 |
+
},
|
| 182 |
+
"psychology": {
|
| 183 |
+
"precision": 0.7723577235772358,
|
| 184 |
+
"recall": 0.7661290322580645,
|
| 185 |
+
"f1-score": 0.7692307692307693,
|
| 186 |
+
"support": 124.0
|
| 187 |
+
},
|
| 188 |
+
"accuracy": 0.8586442459274829,
|
| 189 |
+
"macro avg": {
|
| 190 |
+
"precision": 0.8619173508561474,
|
| 191 |
+
"recall": 0.8622132069109263,
|
| 192 |
+
"f1-score": 0.8615570803465022,
|
| 193 |
+
"support": 1903.0
|
| 194 |
+
},
|
| 195 |
+
"weighted avg": {
|
| 196 |
+
"precision": 0.859187937635062,
|
| 197 |
+
"recall": 0.8586442459274829,
|
| 198 |
+
"f1-score": 0.85847926779019,
|
| 199 |
+
"support": 1903.0
|
| 200 |
+
}
|
| 201 |
+
},
|
| 202 |
+
"validation_confusion_matrix": [
|
| 203 |
+
[
|
| 204 |
+
96,
|
| 205 |
+
1,
|
| 206 |
+
1,
|
| 207 |
+
0,
|
| 208 |
+
3,
|
| 209 |
+
0,
|
| 210 |
+
7,
|
| 211 |
+
1,
|
| 212 |
+
0,
|
| 213 |
+
1,
|
| 214 |
+
1,
|
| 215 |
+
0,
|
| 216 |
+
0,
|
| 217 |
+
1
|
| 218 |
+
],
|
| 219 |
+
[
|
| 220 |
+
0,
|
| 221 |
+
107,
|
| 222 |
+
1,
|
| 223 |
+
1,
|
| 224 |
+
6,
|
| 225 |
+
0,
|
| 226 |
+
0,
|
| 227 |
+
0,
|
| 228 |
+
0,
|
| 229 |
+
2,
|
| 230 |
+
0,
|
| 231 |
+
4,
|
| 232 |
+
0,
|
| 233 |
+
2
|
| 234 |
+
],
|
| 235 |
+
[
|
| 236 |
+
2,
|
| 237 |
+
0,
|
| 238 |
+
143,
|
| 239 |
+
0,
|
| 240 |
+
0,
|
| 241 |
+
9,
|
| 242 |
+
2,
|
| 243 |
+
0,
|
| 244 |
+
0,
|
| 245 |
+
3,
|
| 246 |
+
3,
|
| 247 |
+
1,
|
| 248 |
+
12,
|
| 249 |
+
0
|
| 250 |
+
],
|
| 251 |
+
[
|
| 252 |
+
2,
|
| 253 |
+
0,
|
| 254 |
+
0,
|
| 255 |
+
55,
|
| 256 |
+
0,
|
| 257 |
+
1,
|
| 258 |
+
0,
|
| 259 |
+
0,
|
| 260 |
+
0,
|
| 261 |
+
6,
|
| 262 |
+
1,
|
| 263 |
+
0,
|
| 264 |
+
1,
|
| 265 |
+
0
|
| 266 |
+
],
|
| 267 |
+
[
|
| 268 |
+
1,
|
| 269 |
+
5,
|
| 270 |
+
0,
|
| 271 |
+
0,
|
| 272 |
+
116,
|
| 273 |
+
0,
|
| 274 |
+
0,
|
| 275 |
+
0,
|
| 276 |
+
0,
|
| 277 |
+
1,
|
| 278 |
+
3,
|
| 279 |
+
2,
|
| 280 |
+
0,
|
| 281 |
+
3
|
| 282 |
+
],
|
| 283 |
+
[
|
| 284 |
+
0,
|
| 285 |
+
0,
|
| 286 |
+
6,
|
| 287 |
+
6,
|
| 288 |
+
0,
|
| 289 |
+
126,
|
| 290 |
+
1,
|
| 291 |
+
0,
|
| 292 |
+
0,
|
| 293 |
+
2,
|
| 294 |
+
0,
|
| 295 |
+
0,
|
| 296 |
+
9,
|
| 297 |
+
0
|
| 298 |
+
],
|
| 299 |
+
[
|
| 300 |
+
6,
|
| 301 |
+
0,
|
| 302 |
+
1,
|
| 303 |
+
0,
|
| 304 |
+
1,
|
| 305 |
+
1,
|
| 306 |
+
111,
|
| 307 |
+
0,
|
| 308 |
+
1,
|
| 309 |
+
0,
|
| 310 |
+
2,
|
| 311 |
+
0,
|
| 312 |
+
0,
|
| 313 |
+
5
|
| 314 |
+
],
|
| 315 |
+
[
|
| 316 |
+
1,
|
| 317 |
+
0,
|
| 318 |
+
0,
|
| 319 |
+
0,
|
| 320 |
+
0,
|
| 321 |
+
0,
|
| 322 |
+
0,
|
| 323 |
+
57,
|
| 324 |
+
1,
|
| 325 |
+
0,
|
| 326 |
+
2,
|
| 327 |
+
0,
|
| 328 |
+
0,
|
| 329 |
+
0
|
| 330 |
+
],
|
| 331 |
+
[
|
| 332 |
+
0,
|
| 333 |
+
1,
|
| 334 |
+
0,
|
| 335 |
+
0,
|
| 336 |
+
0,
|
| 337 |
+
0,
|
| 338 |
+
0,
|
| 339 |
+
0,
|
| 340 |
+
164,
|
| 341 |
+
0,
|
| 342 |
+
2,
|
| 343 |
+
2,
|
| 344 |
+
0,
|
| 345 |
+
0
|
| 346 |
+
],
|
| 347 |
+
[
|
| 348 |
+
1,
|
| 349 |
+
2,
|
| 350 |
+
0,
|
| 351 |
+
1,
|
| 352 |
+
1,
|
| 353 |
+
1,
|
| 354 |
+
1,
|
| 355 |
+
0,
|
| 356 |
+
0,
|
| 357 |
+
188,
|
| 358 |
+
4,
|
| 359 |
+
0,
|
| 360 |
+
5,
|
| 361 |
+
3
|
| 362 |
+
],
|
| 363 |
+
[
|
| 364 |
+
2,
|
| 365 |
+
4,
|
| 366 |
+
0,
|
| 367 |
+
1,
|
| 368 |
+
6,
|
| 369 |
+
0,
|
| 370 |
+
4,
|
| 371 |
+
0,
|
| 372 |
+
3,
|
| 373 |
+
0,
|
| 374 |
+
149,
|
| 375 |
+
4,
|
| 376 |
+
1,
|
| 377 |
+
4
|
| 378 |
+
],
|
| 379 |
+
[
|
| 380 |
+
1,
|
| 381 |
+
1,
|
| 382 |
+
0,
|
| 383 |
+
0,
|
| 384 |
+
0,
|
| 385 |
+
0,
|
| 386 |
+
0,
|
| 387 |
+
2,
|
| 388 |
+
0,
|
| 389 |
+
0,
|
| 390 |
+
4,
|
| 391 |
+
70,
|
| 392 |
+
0,
|
| 393 |
+
1
|
| 394 |
+
],
|
| 395 |
+
[
|
| 396 |
+
1,
|
| 397 |
+
0,
|
| 398 |
+
17,
|
| 399 |
+
0,
|
| 400 |
+
1,
|
| 401 |
+
5,
|
| 402 |
+
0,
|
| 403 |
+
0,
|
| 404 |
+
0,
|
| 405 |
+
4,
|
| 406 |
+
2,
|
| 407 |
+
0,
|
| 408 |
+
170,
|
| 409 |
+
0
|
| 410 |
+
],
|
| 411 |
+
[
|
| 412 |
+
1,
|
| 413 |
+
1,
|
| 414 |
+
0,
|
| 415 |
+
1,
|
| 416 |
+
1,
|
| 417 |
+
1,
|
| 418 |
+
6,
|
| 419 |
+
0,
|
| 420 |
+
0,
|
| 421 |
+
2,
|
| 422 |
+
6,
|
| 423 |
+
1,
|
| 424 |
+
0,
|
| 425 |
+
104
|
| 426 |
+
]
|
| 427 |
+
],
|
| 428 |
+
"test_confusion_matrix": [
|
| 429 |
+
[
|
| 430 |
+
93,
|
| 431 |
+
0,
|
| 432 |
+
1,
|
| 433 |
+
0,
|
| 434 |
+
2,
|
| 435 |
+
1,
|
| 436 |
+
9,
|
| 437 |
+
0,
|
| 438 |
+
0,
|
| 439 |
+
1,
|
| 440 |
+
2,
|
| 441 |
+
0,
|
| 442 |
+
0,
|
| 443 |
+
3
|
| 444 |
+
],
|
| 445 |
+
[
|
| 446 |
+
0,
|
| 447 |
+
108,
|
| 448 |
+
1,
|
| 449 |
+
0,
|
| 450 |
+
4,
|
| 451 |
+
0,
|
| 452 |
+
0,
|
| 453 |
+
0,
|
| 454 |
+
1,
|
| 455 |
+
1,
|
| 456 |
+
1,
|
| 457 |
+
2,
|
| 458 |
+
1,
|
| 459 |
+
4
|
| 460 |
+
],
|
| 461 |
+
[
|
| 462 |
+
1,
|
| 463 |
+
0,
|
| 464 |
+
146,
|
| 465 |
+
0,
|
| 466 |
+
0,
|
| 467 |
+
6,
|
| 468 |
+
0,
|
| 469 |
+
0,
|
| 470 |
+
0,
|
| 471 |
+
4,
|
| 472 |
+
0,
|
| 473 |
+
0,
|
| 474 |
+
16,
|
| 475 |
+
1
|
| 476 |
+
],
|
| 477 |
+
[
|
| 478 |
+
0,
|
| 479 |
+
0,
|
| 480 |
+
0,
|
| 481 |
+
57,
|
| 482 |
+
1,
|
| 483 |
+
2,
|
| 484 |
+
0,
|
| 485 |
+
0,
|
| 486 |
+
0,
|
| 487 |
+
5,
|
| 488 |
+
0,
|
| 489 |
+
0,
|
| 490 |
+
0,
|
| 491 |
+
1
|
| 492 |
+
],
|
| 493 |
+
[
|
| 494 |
+
0,
|
| 495 |
+
6,
|
| 496 |
+
0,
|
| 497 |
+
1,
|
| 498 |
+
113,
|
| 499 |
+
0,
|
| 500 |
+
0,
|
| 501 |
+
1,
|
| 502 |
+
1,
|
| 503 |
+
1,
|
| 504 |
+
7,
|
| 505 |
+
0,
|
| 506 |
+
0,
|
| 507 |
+
1
|
| 508 |
+
],
|
| 509 |
+
[
|
| 510 |
+
2,
|
| 511 |
+
0,
|
| 512 |
+
10,
|
| 513 |
+
2,
|
| 514 |
+
0,
|
| 515 |
+
127,
|
| 516 |
+
0,
|
| 517 |
+
0,
|
| 518 |
+
0,
|
| 519 |
+
2,
|
| 520 |
+
0,
|
| 521 |
+
0,
|
| 522 |
+
7,
|
| 523 |
+
0
|
| 524 |
+
],
|
| 525 |
+
[
|
| 526 |
+
4,
|
| 527 |
+
0,
|
| 528 |
+
0,
|
| 529 |
+
0,
|
| 530 |
+
1,
|
| 531 |
+
0,
|
| 532 |
+
110,
|
| 533 |
+
0,
|
| 534 |
+
0,
|
| 535 |
+
1,
|
| 536 |
+
3,
|
| 537 |
+
0,
|
| 538 |
+
1,
|
| 539 |
+
7
|
| 540 |
+
],
|
| 541 |
+
[
|
| 542 |
+
2,
|
| 543 |
+
0,
|
| 544 |
+
0,
|
| 545 |
+
0,
|
| 546 |
+
0,
|
| 547 |
+
0,
|
| 548 |
+
0,
|
| 549 |
+
57,
|
| 550 |
+
0,
|
| 551 |
+
0,
|
| 552 |
+
1,
|
| 553 |
+
2,
|
| 554 |
+
0,
|
| 555 |
+
0
|
| 556 |
+
],
|
| 557 |
+
[
|
| 558 |
+
0,
|
| 559 |
+
0,
|
| 560 |
+
0,
|
| 561 |
+
0,
|
| 562 |
+
0,
|
| 563 |
+
0,
|
| 564 |
+
0,
|
| 565 |
+
0,
|
| 566 |
+
165,
|
| 567 |
+
0,
|
| 568 |
+
0,
|
| 569 |
+
4,
|
| 570 |
+
0,
|
| 571 |
+
1
|
| 572 |
+
],
|
| 573 |
+
[
|
| 574 |
+
0,
|
| 575 |
+
2,
|
| 576 |
+
1,
|
| 577 |
+
3,
|
| 578 |
+
0,
|
| 579 |
+
0,
|
| 580 |
+
1,
|
| 581 |
+
0,
|
| 582 |
+
0,
|
| 583 |
+
190,
|
| 584 |
+
0,
|
| 585 |
+
0,
|
| 586 |
+
5,
|
| 587 |
+
5
|
| 588 |
+
],
|
| 589 |
+
[
|
| 590 |
+
1,
|
| 591 |
+
6,
|
| 592 |
+
0,
|
| 593 |
+
1,
|
| 594 |
+
6,
|
| 595 |
+
0,
|
| 596 |
+
3,
|
| 597 |
+
0,
|
| 598 |
+
1,
|
| 599 |
+
5,
|
| 600 |
+
140,
|
| 601 |
+
7,
|
| 602 |
+
6,
|
| 603 |
+
2
|
| 604 |
+
],
|
| 605 |
+
[
|
| 606 |
+
0,
|
| 607 |
+
0,
|
| 608 |
+
0,
|
| 609 |
+
0,
|
| 610 |
+
1,
|
| 611 |
+
0,
|
| 612 |
+
0,
|
| 613 |
+
0,
|
| 614 |
+
1,
|
| 615 |
+
0,
|
| 616 |
+
1,
|
| 617 |
+
74,
|
| 618 |
+
0,
|
| 619 |
+
3
|
| 620 |
+
],
|
| 621 |
+
[
|
| 622 |
+
0,
|
| 623 |
+
0,
|
| 624 |
+
24,
|
| 625 |
+
0,
|
| 626 |
+
1,
|
| 627 |
+
10,
|
| 628 |
+
0,
|
| 629 |
+
1,
|
| 630 |
+
0,
|
| 631 |
+
3,
|
| 632 |
+
1,
|
| 633 |
+
0,
|
| 634 |
+
159,
|
| 635 |
+
0
|
| 636 |
+
],
|
| 637 |
+
[
|
| 638 |
+
5,
|
| 639 |
+
1,
|
| 640 |
+
0,
|
| 641 |
+
2,
|
| 642 |
+
1,
|
| 643 |
+
3,
|
| 644 |
+
3,
|
| 645 |
+
0,
|
| 646 |
+
2,
|
| 647 |
+
1,
|
| 648 |
+
6,
|
| 649 |
+
2,
|
| 650 |
+
3,
|
| 651 |
+
95
|
| 652 |
+
]
|
| 653 |
+
]
|
| 654 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9555a6dd1c54c7e22ad11b783966a0667dcb22c8b82ff71bd5390a3c9427ce7c
|
| 3 |
+
size 598476704
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": {
|
| 3 |
+
"content": "[CLS]",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"mask_token": {
|
| 10 |
+
"content": "[MASK]",
|
| 11 |
+
"lstrip": true,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "[PAD]",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"sep_token": {
|
| 24 |
+
"content": "[SEP]",
|
| 25 |
+
"lstrip": false,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"unk_token": {
|
| 31 |
+
"content": "[UNK]",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": false,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
}
|
| 37 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,945 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "|||IP_ADDRESS|||",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": true,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<|padding|>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"50254": {
|
| 20 |
+
"content": " ",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": false
|
| 26 |
+
},
|
| 27 |
+
"50255": {
|
| 28 |
+
"content": " ",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": false
|
| 34 |
+
},
|
| 35 |
+
"50256": {
|
| 36 |
+
"content": " ",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": true,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": false
|
| 42 |
+
},
|
| 43 |
+
"50257": {
|
| 44 |
+
"content": " ",
|
| 45 |
+
"lstrip": false,
|
| 46 |
+
"normalized": true,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": false
|
| 50 |
+
},
|
| 51 |
+
"50258": {
|
| 52 |
+
"content": " ",
|
| 53 |
+
"lstrip": false,
|
| 54 |
+
"normalized": true,
|
| 55 |
+
"rstrip": false,
|
| 56 |
+
"single_word": false,
|
| 57 |
+
"special": false
|
| 58 |
+
},
|
| 59 |
+
"50259": {
|
| 60 |
+
"content": " ",
|
| 61 |
+
"lstrip": false,
|
| 62 |
+
"normalized": true,
|
| 63 |
+
"rstrip": false,
|
| 64 |
+
"single_word": false,
|
| 65 |
+
"special": false
|
| 66 |
+
},
|
| 67 |
+
"50260": {
|
| 68 |
+
"content": " ",
|
| 69 |
+
"lstrip": false,
|
| 70 |
+
"normalized": true,
|
| 71 |
+
"rstrip": false,
|
| 72 |
+
"single_word": false,
|
| 73 |
+
"special": false
|
| 74 |
+
},
|
| 75 |
+
"50261": {
|
| 76 |
+
"content": " ",
|
| 77 |
+
"lstrip": false,
|
| 78 |
+
"normalized": true,
|
| 79 |
+
"rstrip": false,
|
| 80 |
+
"single_word": false,
|
| 81 |
+
"special": false
|
| 82 |
+
},
|
| 83 |
+
"50262": {
|
| 84 |
+
"content": " ",
|
| 85 |
+
"lstrip": false,
|
| 86 |
+
"normalized": true,
|
| 87 |
+
"rstrip": false,
|
| 88 |
+
"single_word": false,
|
| 89 |
+
"special": false
|
| 90 |
+
},
|
| 91 |
+
"50263": {
|
| 92 |
+
"content": " ",
|
| 93 |
+
"lstrip": false,
|
| 94 |
+
"normalized": true,
|
| 95 |
+
"rstrip": false,
|
| 96 |
+
"single_word": false,
|
| 97 |
+
"special": false
|
| 98 |
+
},
|
| 99 |
+
"50264": {
|
| 100 |
+
"content": " ",
|
| 101 |
+
"lstrip": false,
|
| 102 |
+
"normalized": true,
|
| 103 |
+
"rstrip": false,
|
| 104 |
+
"single_word": false,
|
| 105 |
+
"special": false
|
| 106 |
+
},
|
| 107 |
+
"50265": {
|
| 108 |
+
"content": " ",
|
| 109 |
+
"lstrip": false,
|
| 110 |
+
"normalized": true,
|
| 111 |
+
"rstrip": false,
|
| 112 |
+
"single_word": false,
|
| 113 |
+
"special": false
|
| 114 |
+
},
|
| 115 |
+
"50266": {
|
| 116 |
+
"content": " ",
|
| 117 |
+
"lstrip": false,
|
| 118 |
+
"normalized": true,
|
| 119 |
+
"rstrip": false,
|
| 120 |
+
"single_word": false,
|
| 121 |
+
"special": false
|
| 122 |
+
},
|
| 123 |
+
"50267": {
|
| 124 |
+
"content": " ",
|
| 125 |
+
"lstrip": false,
|
| 126 |
+
"normalized": true,
|
| 127 |
+
"rstrip": false,
|
| 128 |
+
"single_word": false,
|
| 129 |
+
"special": false
|
| 130 |
+
},
|
| 131 |
+
"50268": {
|
| 132 |
+
"content": " ",
|
| 133 |
+
"lstrip": false,
|
| 134 |
+
"normalized": true,
|
| 135 |
+
"rstrip": false,
|
| 136 |
+
"single_word": false,
|
| 137 |
+
"special": false
|
| 138 |
+
},
|
| 139 |
+
"50269": {
|
| 140 |
+
"content": " ",
|
| 141 |
+
"lstrip": false,
|
| 142 |
+
"normalized": true,
|
| 143 |
+
"rstrip": false,
|
| 144 |
+
"single_word": false,
|
| 145 |
+
"special": false
|
| 146 |
+
},
|
| 147 |
+
"50270": {
|
| 148 |
+
"content": " ",
|
| 149 |
+
"lstrip": false,
|
| 150 |
+
"normalized": true,
|
| 151 |
+
"rstrip": false,
|
| 152 |
+
"single_word": false,
|
| 153 |
+
"special": false
|
| 154 |
+
},
|
| 155 |
+
"50271": {
|
| 156 |
+
"content": " ",
|
| 157 |
+
"lstrip": false,
|
| 158 |
+
"normalized": true,
|
| 159 |
+
"rstrip": false,
|
| 160 |
+
"single_word": false,
|
| 161 |
+
"special": false
|
| 162 |
+
},
|
| 163 |
+
"50272": {
|
| 164 |
+
"content": " ",
|
| 165 |
+
"lstrip": false,
|
| 166 |
+
"normalized": true,
|
| 167 |
+
"rstrip": false,
|
| 168 |
+
"single_word": false,
|
| 169 |
+
"special": false
|
| 170 |
+
},
|
| 171 |
+
"50273": {
|
| 172 |
+
"content": " ",
|
| 173 |
+
"lstrip": false,
|
| 174 |
+
"normalized": true,
|
| 175 |
+
"rstrip": false,
|
| 176 |
+
"single_word": false,
|
| 177 |
+
"special": false
|
| 178 |
+
},
|
| 179 |
+
"50274": {
|
| 180 |
+
"content": " ",
|
| 181 |
+
"lstrip": false,
|
| 182 |
+
"normalized": true,
|
| 183 |
+
"rstrip": false,
|
| 184 |
+
"single_word": false,
|
| 185 |
+
"special": false
|
| 186 |
+
},
|
| 187 |
+
"50275": {
|
| 188 |
+
"content": " ",
|
| 189 |
+
"lstrip": false,
|
| 190 |
+
"normalized": true,
|
| 191 |
+
"rstrip": false,
|
| 192 |
+
"single_word": false,
|
| 193 |
+
"special": false
|
| 194 |
+
},
|
| 195 |
+
"50276": {
|
| 196 |
+
"content": " ",
|
| 197 |
+
"lstrip": false,
|
| 198 |
+
"normalized": true,
|
| 199 |
+
"rstrip": false,
|
| 200 |
+
"single_word": false,
|
| 201 |
+
"special": false
|
| 202 |
+
},
|
| 203 |
+
"50277": {
|
| 204 |
+
"content": "|||EMAIL_ADDRESS|||",
|
| 205 |
+
"lstrip": false,
|
| 206 |
+
"normalized": true,
|
| 207 |
+
"rstrip": false,
|
| 208 |
+
"single_word": false,
|
| 209 |
+
"special": false
|
| 210 |
+
},
|
| 211 |
+
"50278": {
|
| 212 |
+
"content": "|||PHONE_NUMBER|||",
|
| 213 |
+
"lstrip": false,
|
| 214 |
+
"normalized": true,
|
| 215 |
+
"rstrip": false,
|
| 216 |
+
"single_word": false,
|
| 217 |
+
"special": false
|
| 218 |
+
},
|
| 219 |
+
"50279": {
|
| 220 |
+
"content": "<|endoftext|>",
|
| 221 |
+
"lstrip": false,
|
| 222 |
+
"normalized": false,
|
| 223 |
+
"rstrip": false,
|
| 224 |
+
"single_word": false,
|
| 225 |
+
"special": true
|
| 226 |
+
},
|
| 227 |
+
"50280": {
|
| 228 |
+
"content": "[UNK]",
|
| 229 |
+
"lstrip": false,
|
| 230 |
+
"normalized": false,
|
| 231 |
+
"rstrip": false,
|
| 232 |
+
"single_word": false,
|
| 233 |
+
"special": true
|
| 234 |
+
},
|
| 235 |
+
"50281": {
|
| 236 |
+
"content": "[CLS]",
|
| 237 |
+
"lstrip": false,
|
| 238 |
+
"normalized": false,
|
| 239 |
+
"rstrip": false,
|
| 240 |
+
"single_word": false,
|
| 241 |
+
"special": true
|
| 242 |
+
},
|
| 243 |
+
"50282": {
|
| 244 |
+
"content": "[SEP]",
|
| 245 |
+
"lstrip": false,
|
| 246 |
+
"normalized": false,
|
| 247 |
+
"rstrip": false,
|
| 248 |
+
"single_word": false,
|
| 249 |
+
"special": true
|
| 250 |
+
},
|
| 251 |
+
"50283": {
|
| 252 |
+
"content": "[PAD]",
|
| 253 |
+
"lstrip": false,
|
| 254 |
+
"normalized": false,
|
| 255 |
+
"rstrip": false,
|
| 256 |
+
"single_word": false,
|
| 257 |
+
"special": true
|
| 258 |
+
},
|
| 259 |
+
"50284": {
|
| 260 |
+
"content": "[MASK]",
|
| 261 |
+
"lstrip": true,
|
| 262 |
+
"normalized": false,
|
| 263 |
+
"rstrip": false,
|
| 264 |
+
"single_word": false,
|
| 265 |
+
"special": true
|
| 266 |
+
},
|
| 267 |
+
"50285": {
|
| 268 |
+
"content": "[unused0]",
|
| 269 |
+
"lstrip": false,
|
| 270 |
+
"normalized": true,
|
| 271 |
+
"rstrip": false,
|
| 272 |
+
"single_word": false,
|
| 273 |
+
"special": false
|
| 274 |
+
},
|
| 275 |
+
"50286": {
|
| 276 |
+
"content": "[unused1]",
|
| 277 |
+
"lstrip": false,
|
| 278 |
+
"normalized": true,
|
| 279 |
+
"rstrip": false,
|
| 280 |
+
"single_word": false,
|
| 281 |
+
"special": false
|
| 282 |
+
},
|
| 283 |
+
"50287": {
|
| 284 |
+
"content": "[unused2]",
|
| 285 |
+
"lstrip": false,
|
| 286 |
+
"normalized": true,
|
| 287 |
+
"rstrip": false,
|
| 288 |
+
"single_word": false,
|
| 289 |
+
"special": false
|
| 290 |
+
},
|
| 291 |
+
"50288": {
|
| 292 |
+
"content": "[unused3]",
|
| 293 |
+
"lstrip": false,
|
| 294 |
+
"normalized": true,
|
| 295 |
+
"rstrip": false,
|
| 296 |
+
"single_word": false,
|
| 297 |
+
"special": false
|
| 298 |
+
},
|
| 299 |
+
"50289": {
|
| 300 |
+
"content": "[unused4]",
|
| 301 |
+
"lstrip": false,
|
| 302 |
+
"normalized": true,
|
| 303 |
+
"rstrip": false,
|
| 304 |
+
"single_word": false,
|
| 305 |
+
"special": false
|
| 306 |
+
},
|
| 307 |
+
"50290": {
|
| 308 |
+
"content": "[unused5]",
|
| 309 |
+
"lstrip": false,
|
| 310 |
+
"normalized": true,
|
| 311 |
+
"rstrip": false,
|
| 312 |
+
"single_word": false,
|
| 313 |
+
"special": false
|
| 314 |
+
},
|
| 315 |
+
"50291": {
|
| 316 |
+
"content": "[unused6]",
|
| 317 |
+
"lstrip": false,
|
| 318 |
+
"normalized": true,
|
| 319 |
+
"rstrip": false,
|
| 320 |
+
"single_word": false,
|
| 321 |
+
"special": false
|
| 322 |
+
},
|
| 323 |
+
"50292": {
|
| 324 |
+
"content": "[unused7]",
|
| 325 |
+
"lstrip": false,
|
| 326 |
+
"normalized": true,
|
| 327 |
+
"rstrip": false,
|
| 328 |
+
"single_word": false,
|
| 329 |
+
"special": false
|
| 330 |
+
},
|
| 331 |
+
"50293": {
|
| 332 |
+
"content": "[unused8]",
|
| 333 |
+
"lstrip": false,
|
| 334 |
+
"normalized": true,
|
| 335 |
+
"rstrip": false,
|
| 336 |
+
"single_word": false,
|
| 337 |
+
"special": false
|
| 338 |
+
},
|
| 339 |
+
"50294": {
|
| 340 |
+
"content": "[unused9]",
|
| 341 |
+
"lstrip": false,
|
| 342 |
+
"normalized": true,
|
| 343 |
+
"rstrip": false,
|
| 344 |
+
"single_word": false,
|
| 345 |
+
"special": false
|
| 346 |
+
},
|
| 347 |
+
"50295": {
|
| 348 |
+
"content": "[unused10]",
|
| 349 |
+
"lstrip": false,
|
| 350 |
+
"normalized": true,
|
| 351 |
+
"rstrip": false,
|
| 352 |
+
"single_word": false,
|
| 353 |
+
"special": false
|
| 354 |
+
},
|
| 355 |
+
"50296": {
|
| 356 |
+
"content": "[unused11]",
|
| 357 |
+
"lstrip": false,
|
| 358 |
+
"normalized": true,
|
| 359 |
+
"rstrip": false,
|
| 360 |
+
"single_word": false,
|
| 361 |
+
"special": false
|
| 362 |
+
},
|
| 363 |
+
"50297": {
|
| 364 |
+
"content": "[unused12]",
|
| 365 |
+
"lstrip": false,
|
| 366 |
+
"normalized": true,
|
| 367 |
+
"rstrip": false,
|
| 368 |
+
"single_word": false,
|
| 369 |
+
"special": false
|
| 370 |
+
},
|
| 371 |
+
"50298": {
|
| 372 |
+
"content": "[unused13]",
|
| 373 |
+
"lstrip": false,
|
| 374 |
+
"normalized": true,
|
| 375 |
+
"rstrip": false,
|
| 376 |
+
"single_word": false,
|
| 377 |
+
"special": false
|
| 378 |
+
},
|
| 379 |
+
"50299": {
|
| 380 |
+
"content": "[unused14]",
|
| 381 |
+
"lstrip": false,
|
| 382 |
+
"normalized": true,
|
| 383 |
+
"rstrip": false,
|
| 384 |
+
"single_word": false,
|
| 385 |
+
"special": false
|
| 386 |
+
},
|
| 387 |
+
"50300": {
|
| 388 |
+
"content": "[unused15]",
|
| 389 |
+
"lstrip": false,
|
| 390 |
+
"normalized": true,
|
| 391 |
+
"rstrip": false,
|
| 392 |
+
"single_word": false,
|
| 393 |
+
"special": false
|
| 394 |
+
},
|
| 395 |
+
"50301": {
|
| 396 |
+
"content": "[unused16]",
|
| 397 |
+
"lstrip": false,
|
| 398 |
+
"normalized": true,
|
| 399 |
+
"rstrip": false,
|
| 400 |
+
"single_word": false,
|
| 401 |
+
"special": false
|
| 402 |
+
},
|
| 403 |
+
"50302": {
|
| 404 |
+
"content": "[unused17]",
|
| 405 |
+
"lstrip": false,
|
| 406 |
+
"normalized": true,
|
| 407 |
+
"rstrip": false,
|
| 408 |
+
"single_word": false,
|
| 409 |
+
"special": false
|
| 410 |
+
},
|
| 411 |
+
"50303": {
|
| 412 |
+
"content": "[unused18]",
|
| 413 |
+
"lstrip": false,
|
| 414 |
+
"normalized": true,
|
| 415 |
+
"rstrip": false,
|
| 416 |
+
"single_word": false,
|
| 417 |
+
"special": false
|
| 418 |
+
},
|
| 419 |
+
"50304": {
|
| 420 |
+
"content": "[unused19]",
|
| 421 |
+
"lstrip": false,
|
| 422 |
+
"normalized": true,
|
| 423 |
+
"rstrip": false,
|
| 424 |
+
"single_word": false,
|
| 425 |
+
"special": false
|
| 426 |
+
},
|
| 427 |
+
"50305": {
|
| 428 |
+
"content": "[unused20]",
|
| 429 |
+
"lstrip": false,
|
| 430 |
+
"normalized": true,
|
| 431 |
+
"rstrip": false,
|
| 432 |
+
"single_word": false,
|
| 433 |
+
"special": false
|
| 434 |
+
},
|
| 435 |
+
"50306": {
|
| 436 |
+
"content": "[unused21]",
|
| 437 |
+
"lstrip": false,
|
| 438 |
+
"normalized": true,
|
| 439 |
+
"rstrip": false,
|
| 440 |
+
"single_word": false,
|
| 441 |
+
"special": false
|
| 442 |
+
},
|
| 443 |
+
"50307": {
|
| 444 |
+
"content": "[unused22]",
|
| 445 |
+
"lstrip": false,
|
| 446 |
+
"normalized": true,
|
| 447 |
+
"rstrip": false,
|
| 448 |
+
"single_word": false,
|
| 449 |
+
"special": false
|
| 450 |
+
},
|
| 451 |
+
"50308": {
|
| 452 |
+
"content": "[unused23]",
|
| 453 |
+
"lstrip": false,
|
| 454 |
+
"normalized": true,
|
| 455 |
+
"rstrip": false,
|
| 456 |
+
"single_word": false,
|
| 457 |
+
"special": false
|
| 458 |
+
},
|
| 459 |
+
"50309": {
|
| 460 |
+
"content": "[unused24]",
|
| 461 |
+
"lstrip": false,
|
| 462 |
+
"normalized": true,
|
| 463 |
+
"rstrip": false,
|
| 464 |
+
"single_word": false,
|
| 465 |
+
"special": false
|
| 466 |
+
},
|
| 467 |
+
"50310": {
|
| 468 |
+
"content": "[unused25]",
|
| 469 |
+
"lstrip": false,
|
| 470 |
+
"normalized": true,
|
| 471 |
+
"rstrip": false,
|
| 472 |
+
"single_word": false,
|
| 473 |
+
"special": false
|
| 474 |
+
},
|
| 475 |
+
"50311": {
|
| 476 |
+
"content": "[unused26]",
|
| 477 |
+
"lstrip": false,
|
| 478 |
+
"normalized": true,
|
| 479 |
+
"rstrip": false,
|
| 480 |
+
"single_word": false,
|
| 481 |
+
"special": false
|
| 482 |
+
},
|
| 483 |
+
"50312": {
|
| 484 |
+
"content": "[unused27]",
|
| 485 |
+
"lstrip": false,
|
| 486 |
+
"normalized": true,
|
| 487 |
+
"rstrip": false,
|
| 488 |
+
"single_word": false,
|
| 489 |
+
"special": false
|
| 490 |
+
},
|
| 491 |
+
"50313": {
|
| 492 |
+
"content": "[unused28]",
|
| 493 |
+
"lstrip": false,
|
| 494 |
+
"normalized": true,
|
| 495 |
+
"rstrip": false,
|
| 496 |
+
"single_word": false,
|
| 497 |
+
"special": false
|
| 498 |
+
},
|
| 499 |
+
"50314": {
|
| 500 |
+
"content": "[unused29]",
|
| 501 |
+
"lstrip": false,
|
| 502 |
+
"normalized": true,
|
| 503 |
+
"rstrip": false,
|
| 504 |
+
"single_word": false,
|
| 505 |
+
"special": false
|
| 506 |
+
},
|
| 507 |
+
"50315": {
|
| 508 |
+
"content": "[unused30]",
|
| 509 |
+
"lstrip": false,
|
| 510 |
+
"normalized": true,
|
| 511 |
+
"rstrip": false,
|
| 512 |
+
"single_word": false,
|
| 513 |
+
"special": false
|
| 514 |
+
},
|
| 515 |
+
"50316": {
|
| 516 |
+
"content": "[unused31]",
|
| 517 |
+
"lstrip": false,
|
| 518 |
+
"normalized": true,
|
| 519 |
+
"rstrip": false,
|
| 520 |
+
"single_word": false,
|
| 521 |
+
"special": false
|
| 522 |
+
},
|
| 523 |
+
"50317": {
|
| 524 |
+
"content": "[unused32]",
|
| 525 |
+
"lstrip": false,
|
| 526 |
+
"normalized": true,
|
| 527 |
+
"rstrip": false,
|
| 528 |
+
"single_word": false,
|
| 529 |
+
"special": false
|
| 530 |
+
},
|
| 531 |
+
"50318": {
|
| 532 |
+
"content": "[unused33]",
|
| 533 |
+
"lstrip": false,
|
| 534 |
+
"normalized": true,
|
| 535 |
+
"rstrip": false,
|
| 536 |
+
"single_word": false,
|
| 537 |
+
"special": false
|
| 538 |
+
},
|
| 539 |
+
"50319": {
|
| 540 |
+
"content": "[unused34]",
|
| 541 |
+
"lstrip": false,
|
| 542 |
+
"normalized": true,
|
| 543 |
+
"rstrip": false,
|
| 544 |
+
"single_word": false,
|
| 545 |
+
"special": false
|
| 546 |
+
},
|
| 547 |
+
"50320": {
|
| 548 |
+
"content": "[unused35]",
|
| 549 |
+
"lstrip": false,
|
| 550 |
+
"normalized": true,
|
| 551 |
+
"rstrip": false,
|
| 552 |
+
"single_word": false,
|
| 553 |
+
"special": false
|
| 554 |
+
},
|
| 555 |
+
"50321": {
|
| 556 |
+
"content": "[unused36]",
|
| 557 |
+
"lstrip": false,
|
| 558 |
+
"normalized": true,
|
| 559 |
+
"rstrip": false,
|
| 560 |
+
"single_word": false,
|
| 561 |
+
"special": false
|
| 562 |
+
},
|
| 563 |
+
"50322": {
|
| 564 |
+
"content": "[unused37]",
|
| 565 |
+
"lstrip": false,
|
| 566 |
+
"normalized": true,
|
| 567 |
+
"rstrip": false,
|
| 568 |
+
"single_word": false,
|
| 569 |
+
"special": false
|
| 570 |
+
},
|
| 571 |
+
"50323": {
|
| 572 |
+
"content": "[unused38]",
|
| 573 |
+
"lstrip": false,
|
| 574 |
+
"normalized": true,
|
| 575 |
+
"rstrip": false,
|
| 576 |
+
"single_word": false,
|
| 577 |
+
"special": false
|
| 578 |
+
},
|
| 579 |
+
"50324": {
|
| 580 |
+
"content": "[unused39]",
|
| 581 |
+
"lstrip": false,
|
| 582 |
+
"normalized": true,
|
| 583 |
+
"rstrip": false,
|
| 584 |
+
"single_word": false,
|
| 585 |
+
"special": false
|
| 586 |
+
},
|
| 587 |
+
"50325": {
|
| 588 |
+
"content": "[unused40]",
|
| 589 |
+
"lstrip": false,
|
| 590 |
+
"normalized": true,
|
| 591 |
+
"rstrip": false,
|
| 592 |
+
"single_word": false,
|
| 593 |
+
"special": false
|
| 594 |
+
},
|
| 595 |
+
"50326": {
|
| 596 |
+
"content": "[unused41]",
|
| 597 |
+
"lstrip": false,
|
| 598 |
+
"normalized": true,
|
| 599 |
+
"rstrip": false,
|
| 600 |
+
"single_word": false,
|
| 601 |
+
"special": false
|
| 602 |
+
},
|
| 603 |
+
"50327": {
|
| 604 |
+
"content": "[unused42]",
|
| 605 |
+
"lstrip": false,
|
| 606 |
+
"normalized": true,
|
| 607 |
+
"rstrip": false,
|
| 608 |
+
"single_word": false,
|
| 609 |
+
"special": false
|
| 610 |
+
},
|
| 611 |
+
"50328": {
|
| 612 |
+
"content": "[unused43]",
|
| 613 |
+
"lstrip": false,
|
| 614 |
+
"normalized": true,
|
| 615 |
+
"rstrip": false,
|
| 616 |
+
"single_word": false,
|
| 617 |
+
"special": false
|
| 618 |
+
},
|
| 619 |
+
"50329": {
|
| 620 |
+
"content": "[unused44]",
|
| 621 |
+
"lstrip": false,
|
| 622 |
+
"normalized": true,
|
| 623 |
+
"rstrip": false,
|
| 624 |
+
"single_word": false,
|
| 625 |
+
"special": false
|
| 626 |
+
},
|
| 627 |
+
"50330": {
|
| 628 |
+
"content": "[unused45]",
|
| 629 |
+
"lstrip": false,
|
| 630 |
+
"normalized": true,
|
| 631 |
+
"rstrip": false,
|
| 632 |
+
"single_word": false,
|
| 633 |
+
"special": false
|
| 634 |
+
},
|
| 635 |
+
"50331": {
|
| 636 |
+
"content": "[unused46]",
|
| 637 |
+
"lstrip": false,
|
| 638 |
+
"normalized": true,
|
| 639 |
+
"rstrip": false,
|
| 640 |
+
"single_word": false,
|
| 641 |
+
"special": false
|
| 642 |
+
},
|
| 643 |
+
"50332": {
|
| 644 |
+
"content": "[unused47]",
|
| 645 |
+
"lstrip": false,
|
| 646 |
+
"normalized": true,
|
| 647 |
+
"rstrip": false,
|
| 648 |
+
"single_word": false,
|
| 649 |
+
"special": false
|
| 650 |
+
},
|
| 651 |
+
"50333": {
|
| 652 |
+
"content": "[unused48]",
|
| 653 |
+
"lstrip": false,
|
| 654 |
+
"normalized": true,
|
| 655 |
+
"rstrip": false,
|
| 656 |
+
"single_word": false,
|
| 657 |
+
"special": false
|
| 658 |
+
},
|
| 659 |
+
"50334": {
|
| 660 |
+
"content": "[unused49]",
|
| 661 |
+
"lstrip": false,
|
| 662 |
+
"normalized": true,
|
| 663 |
+
"rstrip": false,
|
| 664 |
+
"single_word": false,
|
| 665 |
+
"special": false
|
| 666 |
+
},
|
| 667 |
+
"50335": {
|
| 668 |
+
"content": "[unused50]",
|
| 669 |
+
"lstrip": false,
|
| 670 |
+
"normalized": true,
|
| 671 |
+
"rstrip": false,
|
| 672 |
+
"single_word": false,
|
| 673 |
+
"special": false
|
| 674 |
+
},
|
| 675 |
+
"50336": {
|
| 676 |
+
"content": "[unused51]",
|
| 677 |
+
"lstrip": false,
|
| 678 |
+
"normalized": true,
|
| 679 |
+
"rstrip": false,
|
| 680 |
+
"single_word": false,
|
| 681 |
+
"special": false
|
| 682 |
+
},
|
| 683 |
+
"50337": {
|
| 684 |
+
"content": "[unused52]",
|
| 685 |
+
"lstrip": false,
|
| 686 |
+
"normalized": true,
|
| 687 |
+
"rstrip": false,
|
| 688 |
+
"single_word": false,
|
| 689 |
+
"special": false
|
| 690 |
+
},
|
| 691 |
+
"50338": {
|
| 692 |
+
"content": "[unused53]",
|
| 693 |
+
"lstrip": false,
|
| 694 |
+
"normalized": true,
|
| 695 |
+
"rstrip": false,
|
| 696 |
+
"single_word": false,
|
| 697 |
+
"special": false
|
| 698 |
+
},
|
| 699 |
+
"50339": {
|
| 700 |
+
"content": "[unused54]",
|
| 701 |
+
"lstrip": false,
|
| 702 |
+
"normalized": true,
|
| 703 |
+
"rstrip": false,
|
| 704 |
+
"single_word": false,
|
| 705 |
+
"special": false
|
| 706 |
+
},
|
| 707 |
+
"50340": {
|
| 708 |
+
"content": "[unused55]",
|
| 709 |
+
"lstrip": false,
|
| 710 |
+
"normalized": true,
|
| 711 |
+
"rstrip": false,
|
| 712 |
+
"single_word": false,
|
| 713 |
+
"special": false
|
| 714 |
+
},
|
| 715 |
+
"50341": {
|
| 716 |
+
"content": "[unused56]",
|
| 717 |
+
"lstrip": false,
|
| 718 |
+
"normalized": true,
|
| 719 |
+
"rstrip": false,
|
| 720 |
+
"single_word": false,
|
| 721 |
+
"special": false
|
| 722 |
+
},
|
| 723 |
+
"50342": {
|
| 724 |
+
"content": "[unused57]",
|
| 725 |
+
"lstrip": false,
|
| 726 |
+
"normalized": true,
|
| 727 |
+
"rstrip": false,
|
| 728 |
+
"single_word": false,
|
| 729 |
+
"special": false
|
| 730 |
+
},
|
| 731 |
+
"50343": {
|
| 732 |
+
"content": "[unused58]",
|
| 733 |
+
"lstrip": false,
|
| 734 |
+
"normalized": true,
|
| 735 |
+
"rstrip": false,
|
| 736 |
+
"single_word": false,
|
| 737 |
+
"special": false
|
| 738 |
+
},
|
| 739 |
+
"50344": {
|
| 740 |
+
"content": "[unused59]",
|
| 741 |
+
"lstrip": false,
|
| 742 |
+
"normalized": true,
|
| 743 |
+
"rstrip": false,
|
| 744 |
+
"single_word": false,
|
| 745 |
+
"special": false
|
| 746 |
+
},
|
| 747 |
+
"50345": {
|
| 748 |
+
"content": "[unused60]",
|
| 749 |
+
"lstrip": false,
|
| 750 |
+
"normalized": true,
|
| 751 |
+
"rstrip": false,
|
| 752 |
+
"single_word": false,
|
| 753 |
+
"special": false
|
| 754 |
+
},
|
| 755 |
+
"50346": {
|
| 756 |
+
"content": "[unused61]",
|
| 757 |
+
"lstrip": false,
|
| 758 |
+
"normalized": true,
|
| 759 |
+
"rstrip": false,
|
| 760 |
+
"single_word": false,
|
| 761 |
+
"special": false
|
| 762 |
+
},
|
| 763 |
+
"50347": {
|
| 764 |
+
"content": "[unused62]",
|
| 765 |
+
"lstrip": false,
|
| 766 |
+
"normalized": true,
|
| 767 |
+
"rstrip": false,
|
| 768 |
+
"single_word": false,
|
| 769 |
+
"special": false
|
| 770 |
+
},
|
| 771 |
+
"50348": {
|
| 772 |
+
"content": "[unused63]",
|
| 773 |
+
"lstrip": false,
|
| 774 |
+
"normalized": true,
|
| 775 |
+
"rstrip": false,
|
| 776 |
+
"single_word": false,
|
| 777 |
+
"special": false
|
| 778 |
+
},
|
| 779 |
+
"50349": {
|
| 780 |
+
"content": "[unused64]",
|
| 781 |
+
"lstrip": false,
|
| 782 |
+
"normalized": true,
|
| 783 |
+
"rstrip": false,
|
| 784 |
+
"single_word": false,
|
| 785 |
+
"special": false
|
| 786 |
+
},
|
| 787 |
+
"50350": {
|
| 788 |
+
"content": "[unused65]",
|
| 789 |
+
"lstrip": false,
|
| 790 |
+
"normalized": true,
|
| 791 |
+
"rstrip": false,
|
| 792 |
+
"single_word": false,
|
| 793 |
+
"special": false
|
| 794 |
+
},
|
| 795 |
+
"50351": {
|
| 796 |
+
"content": "[unused66]",
|
| 797 |
+
"lstrip": false,
|
| 798 |
+
"normalized": true,
|
| 799 |
+
"rstrip": false,
|
| 800 |
+
"single_word": false,
|
| 801 |
+
"special": false
|
| 802 |
+
},
|
| 803 |
+
"50352": {
|
| 804 |
+
"content": "[unused67]",
|
| 805 |
+
"lstrip": false,
|
| 806 |
+
"normalized": true,
|
| 807 |
+
"rstrip": false,
|
| 808 |
+
"single_word": false,
|
| 809 |
+
"special": false
|
| 810 |
+
},
|
| 811 |
+
"50353": {
|
| 812 |
+
"content": "[unused68]",
|
| 813 |
+
"lstrip": false,
|
| 814 |
+
"normalized": true,
|
| 815 |
+
"rstrip": false,
|
| 816 |
+
"single_word": false,
|
| 817 |
+
"special": false
|
| 818 |
+
},
|
| 819 |
+
"50354": {
|
| 820 |
+
"content": "[unused69]",
|
| 821 |
+
"lstrip": false,
|
| 822 |
+
"normalized": true,
|
| 823 |
+
"rstrip": false,
|
| 824 |
+
"single_word": false,
|
| 825 |
+
"special": false
|
| 826 |
+
},
|
| 827 |
+
"50355": {
|
| 828 |
+
"content": "[unused70]",
|
| 829 |
+
"lstrip": false,
|
| 830 |
+
"normalized": true,
|
| 831 |
+
"rstrip": false,
|
| 832 |
+
"single_word": false,
|
| 833 |
+
"special": false
|
| 834 |
+
},
|
| 835 |
+
"50356": {
|
| 836 |
+
"content": "[unused71]",
|
| 837 |
+
"lstrip": false,
|
| 838 |
+
"normalized": true,
|
| 839 |
+
"rstrip": false,
|
| 840 |
+
"single_word": false,
|
| 841 |
+
"special": false
|
| 842 |
+
},
|
| 843 |
+
"50357": {
|
| 844 |
+
"content": "[unused72]",
|
| 845 |
+
"lstrip": false,
|
| 846 |
+
"normalized": true,
|
| 847 |
+
"rstrip": false,
|
| 848 |
+
"single_word": false,
|
| 849 |
+
"special": false
|
| 850 |
+
},
|
| 851 |
+
"50358": {
|
| 852 |
+
"content": "[unused73]",
|
| 853 |
+
"lstrip": false,
|
| 854 |
+
"normalized": true,
|
| 855 |
+
"rstrip": false,
|
| 856 |
+
"single_word": false,
|
| 857 |
+
"special": false
|
| 858 |
+
},
|
| 859 |
+
"50359": {
|
| 860 |
+
"content": "[unused74]",
|
| 861 |
+
"lstrip": false,
|
| 862 |
+
"normalized": true,
|
| 863 |
+
"rstrip": false,
|
| 864 |
+
"single_word": false,
|
| 865 |
+
"special": false
|
| 866 |
+
},
|
| 867 |
+
"50360": {
|
| 868 |
+
"content": "[unused75]",
|
| 869 |
+
"lstrip": false,
|
| 870 |
+
"normalized": true,
|
| 871 |
+
"rstrip": false,
|
| 872 |
+
"single_word": false,
|
| 873 |
+
"special": false
|
| 874 |
+
},
|
| 875 |
+
"50361": {
|
| 876 |
+
"content": "[unused76]",
|
| 877 |
+
"lstrip": false,
|
| 878 |
+
"normalized": true,
|
| 879 |
+
"rstrip": false,
|
| 880 |
+
"single_word": false,
|
| 881 |
+
"special": false
|
| 882 |
+
},
|
| 883 |
+
"50362": {
|
| 884 |
+
"content": "[unused77]",
|
| 885 |
+
"lstrip": false,
|
| 886 |
+
"normalized": true,
|
| 887 |
+
"rstrip": false,
|
| 888 |
+
"single_word": false,
|
| 889 |
+
"special": false
|
| 890 |
+
},
|
| 891 |
+
"50363": {
|
| 892 |
+
"content": "[unused78]",
|
| 893 |
+
"lstrip": false,
|
| 894 |
+
"normalized": true,
|
| 895 |
+
"rstrip": false,
|
| 896 |
+
"single_word": false,
|
| 897 |
+
"special": false
|
| 898 |
+
},
|
| 899 |
+
"50364": {
|
| 900 |
+
"content": "[unused79]",
|
| 901 |
+
"lstrip": false,
|
| 902 |
+
"normalized": true,
|
| 903 |
+
"rstrip": false,
|
| 904 |
+
"single_word": false,
|
| 905 |
+
"special": false
|
| 906 |
+
},
|
| 907 |
+
"50365": {
|
| 908 |
+
"content": "[unused80]",
|
| 909 |
+
"lstrip": false,
|
| 910 |
+
"normalized": true,
|
| 911 |
+
"rstrip": false,
|
| 912 |
+
"single_word": false,
|
| 913 |
+
"special": false
|
| 914 |
+
},
|
| 915 |
+
"50366": {
|
| 916 |
+
"content": "[unused81]",
|
| 917 |
+
"lstrip": false,
|
| 918 |
+
"normalized": true,
|
| 919 |
+
"rstrip": false,
|
| 920 |
+
"single_word": false,
|
| 921 |
+
"special": false
|
| 922 |
+
},
|
| 923 |
+
"50367": {
|
| 924 |
+
"content": "[unused82]",
|
| 925 |
+
"lstrip": false,
|
| 926 |
+
"normalized": true,
|
| 927 |
+
"rstrip": false,
|
| 928 |
+
"single_word": false,
|
| 929 |
+
"special": false
|
| 930 |
+
}
|
| 931 |
+
},
|
| 932 |
+
"clean_up_tokenization_spaces": true,
|
| 933 |
+
"cls_token": "[CLS]",
|
| 934 |
+
"extra_special_tokens": {},
|
| 935 |
+
"mask_token": "[MASK]",
|
| 936 |
+
"model_input_names": [
|
| 937 |
+
"input_ids",
|
| 938 |
+
"attention_mask"
|
| 939 |
+
],
|
| 940 |
+
"model_max_length": 8192,
|
| 941 |
+
"pad_token": "[PAD]",
|
| 942 |
+
"sep_token": "[SEP]",
|
| 943 |
+
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 944 |
+
"unk_token": "[UNK]"
|
| 945 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:73f26352724d0286fdb14af605d7ef61c2d457bcd4fd485040cb450a11756f8a
|
| 3 |
+
size 5841
|