upload nace2_level1_28 model
Browse files- config.json +42 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- trainer_state.json +144 -0
- training_args.bin +3 -0
- vocab.json +0 -0
config.json
ADDED
|
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "../models/roberta-large/",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"RobertaForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"bos_token_id": 0,
|
| 8 |
+
"eos_token_id": 2,
|
| 9 |
+
"finetuning_task": "nace",
|
| 10 |
+
"gradient_checkpointing": false,
|
| 11 |
+
"hidden_act": "gelu",
|
| 12 |
+
"hidden_dropout_prob": 0.1,
|
| 13 |
+
"hidden_size": 1024,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "1",
|
| 16 |
+
"1": "2",
|
| 17 |
+
"2": "3",
|
| 18 |
+
"3": "4",
|
| 19 |
+
"4": "9"
|
| 20 |
+
},
|
| 21 |
+
"initializer_range": 0.02,
|
| 22 |
+
"intermediate_size": 4096,
|
| 23 |
+
"label2id": {
|
| 24 |
+
"1": 0,
|
| 25 |
+
"2": 1,
|
| 26 |
+
"3": 2,
|
| 27 |
+
"4": 3,
|
| 28 |
+
"9": 4
|
| 29 |
+
},
|
| 30 |
+
"layer_norm_eps": 1e-05,
|
| 31 |
+
"max_position_embeddings": 514,
|
| 32 |
+
"model_type": "roberta",
|
| 33 |
+
"num_attention_heads": 16,
|
| 34 |
+
"num_hidden_layers": 24,
|
| 35 |
+
"pad_token_id": 1,
|
| 36 |
+
"position_embedding_type": "absolute",
|
| 37 |
+
"problem_type": "multi_label_classification",
|
| 38 |
+
"transformers_version": "4.6.1",
|
| 39 |
+
"type_vocab_size": 1,
|
| 40 |
+
"use_cache": true,
|
| 41 |
+
"vocab_size": 50265
|
| 42 |
+
}
|
merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:24ad3e647c4645dbe97f2cbac3c58cf9c3555828581ff9ee4620d0a9916f614b
|
| 3 |
+
size 1421623597
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9a9d0add05500e427d7ed5e950ba488ee4ff92ba1bb784bc84bd405999491ff2
|
| 3 |
+
size 15523
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "special_tokens_map_file": null, "name_or_path": "../models/roberta-large/"}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,144 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8505891563864203,
|
| 3 |
+
"best_model_checkpoint": "./output//28_roberta-large_nace_5__5e-6_0.01_0.06_07-21-22_10-40/checkpoint-16000",
|
| 4 |
+
"epoch": 0.06421396091777803,
|
| 5 |
+
"global_step": 16000,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 0.01,
|
| 12 |
+
"learning_rate": 1.3377747454883547e-07,
|
| 13 |
+
"loss": 0.5803,
|
| 14 |
+
"step": 2000
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 0.01,
|
| 18 |
+
"eval_accuracy": 0.002219141961875006,
|
| 19 |
+
"eval_f1": 0.004815820909835742,
|
| 20 |
+
"eval_loss": 0.4762592911720276,
|
| 21 |
+
"eval_roc_auc": 0.4995028806565217,
|
| 22 |
+
"eval_runtime": 13327.9977,
|
| 23 |
+
"eval_samples_per_second": 33.236,
|
| 24 |
+
"step": 2000
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 0.02,
|
| 28 |
+
"learning_rate": 2.6755494909767094e-07,
|
| 29 |
+
"loss": 0.3811,
|
| 30 |
+
"step": 4000
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.02,
|
| 34 |
+
"eval_accuracy": 0.6265994527772009,
|
| 35 |
+
"eval_f1": 0.7223735823190928,
|
| 36 |
+
"eval_loss": 0.28443753719329834,
|
| 37 |
+
"eval_roc_auc": 0.8082289013358491,
|
| 38 |
+
"eval_runtime": 13329.5463,
|
| 39 |
+
"eval_samples_per_second": 33.232,
|
| 40 |
+
"step": 4000
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"epoch": 0.02,
|
| 44 |
+
"learning_rate": 4.013324236465065e-07,
|
| 45 |
+
"loss": 0.2627,
|
| 46 |
+
"step": 6000
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"epoch": 0.02,
|
| 50 |
+
"eval_accuracy": 0.7253907766771115,
|
| 51 |
+
"eval_f1": 0.7919750914486393,
|
| 52 |
+
"eval_loss": 0.22472703456878662,
|
| 53 |
+
"eval_roc_auc": 0.8576420537998708,
|
| 54 |
+
"eval_runtime": 13320.5922,
|
| 55 |
+
"eval_samples_per_second": 33.254,
|
| 56 |
+
"step": 6000
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"epoch": 0.03,
|
| 60 |
+
"learning_rate": 5.351098981953419e-07,
|
| 61 |
+
"loss": 0.2193,
|
| 62 |
+
"step": 8000
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"epoch": 0.03,
|
| 66 |
+
"eval_accuracy": 0.7562691324802918,
|
| 67 |
+
"eval_f1": 0.8144825798742746,
|
| 68 |
+
"eval_loss": 0.20236817002296448,
|
| 69 |
+
"eval_roc_auc": 0.8730890185004464,
|
| 70 |
+
"eval_runtime": 13323.985,
|
| 71 |
+
"eval_samples_per_second": 33.246,
|
| 72 |
+
"step": 8000
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 0.04,
|
| 76 |
+
"learning_rate": 6.688873727441773e-07,
|
| 77 |
+
"loss": 0.1991,
|
| 78 |
+
"step": 10000
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"epoch": 0.04,
|
| 82 |
+
"eval_accuracy": 0.7722049647375407,
|
| 83 |
+
"eval_f1": 0.8289314788242148,
|
| 84 |
+
"eval_loss": 0.18846644461154938,
|
| 85 |
+
"eval_roc_auc": 0.8831482505191296,
|
| 86 |
+
"eval_runtime": 13322.5542,
|
| 87 |
+
"eval_samples_per_second": 33.249,
|
| 88 |
+
"step": 10000
|
| 89 |
+
},
|
| 90 |
+
{
|
| 91 |
+
"epoch": 0.05,
|
| 92 |
+
"learning_rate": 8.02664847293013e-07,
|
| 93 |
+
"loss": 0.1878,
|
| 94 |
+
"step": 12000
|
| 95 |
+
},
|
| 96 |
+
{
|
| 97 |
+
"epoch": 0.05,
|
| 98 |
+
"eval_accuracy": 0.7822215800832574,
|
| 99 |
+
"eval_f1": 0.837804383735982,
|
| 100 |
+
"eval_loss": 0.17950177192687988,
|
| 101 |
+
"eval_roc_auc": 0.8893622425676875,
|
| 102 |
+
"eval_runtime": 13327.9426,
|
| 103 |
+
"eval_samples_per_second": 33.236,
|
| 104 |
+
"step": 12000
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 0.06,
|
| 108 |
+
"learning_rate": 9.364423218418484e-07,
|
| 109 |
+
"loss": 0.1806,
|
| 110 |
+
"step": 14000
|
| 111 |
+
},
|
| 112 |
+
{
|
| 113 |
+
"epoch": 0.06,
|
| 114 |
+
"eval_accuracy": 0.7860525911812246,
|
| 115 |
+
"eval_f1": 0.8418071128806041,
|
| 116 |
+
"eval_loss": 0.17355895042419434,
|
| 117 |
+
"eval_roc_auc": 0.8909973044567995,
|
| 118 |
+
"eval_runtime": 13332.0958,
|
| 119 |
+
"eval_samples_per_second": 33.225,
|
| 120 |
+
"step": 14000
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"epoch": 0.06,
|
| 124 |
+
"learning_rate": 1.0702197963906837e-06,
|
| 125 |
+
"loss": 0.171,
|
| 126 |
+
"step": 16000
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 0.06,
|
| 130 |
+
"eval_accuracy": 0.796651646634941,
|
| 131 |
+
"eval_f1": 0.8505891563864203,
|
| 132 |
+
"eval_loss": 0.16524717211723328,
|
| 133 |
+
"eval_roc_auc": 0.8974221260411068,
|
| 134 |
+
"eval_runtime": 13333.5968,
|
| 135 |
+
"eval_samples_per_second": 33.222,
|
| 136 |
+
"step": 16000
|
| 137 |
+
}
|
| 138 |
+
],
|
| 139 |
+
"max_steps": 1245835,
|
| 140 |
+
"num_train_epochs": 5,
|
| 141 |
+
"total_flos": 6.9867576164352e+16,
|
| 142 |
+
"trial_name": null,
|
| 143 |
+
"trial_params": null
|
| 144 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0bb701c89f56d62eb53b8302216875aba9c0ac0651cd8d2451b6673ab54f3706
|
| 3 |
+
size 2479
|
vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|