Training in progress, epoch 11
Browse files- checkpoint-2110/config.json +39 -0
- checkpoint-2110/merges.txt +0 -0
- checkpoint-2110/optimizer.pt +3 -0
- checkpoint-2110/pytorch_model.bin +3 -0
- checkpoint-2110/rng_state.pth +3 -0
- checkpoint-2110/scaler.pt +3 -0
- checkpoint-2110/scheduler.pt +3 -0
- checkpoint-2110/special_tokens_map.json +1 -0
- checkpoint-2110/tokenizer.json +0 -0
- checkpoint-2110/tokenizer_config.json +1 -0
- checkpoint-2110/trainer_state.json +176 -0
- checkpoint-2110/training_args.bin +3 -0
- checkpoint-2110/vocab.json +0 -0
- checkpoint-2321/config.json +39 -0
- checkpoint-2321/merges.txt +0 -0
- checkpoint-2321/optimizer.pt +3 -0
- checkpoint-2321/pytorch_model.bin +3 -0
- checkpoint-2321/rng_state.pth +3 -0
- checkpoint-2321/scaler.pt +3 -0
- checkpoint-2321/scheduler.pt +3 -0
- checkpoint-2321/special_tokens_map.json +1 -0
- checkpoint-2321/tokenizer.json +0 -0
- checkpoint-2321/tokenizer_config.json +1 -0
- checkpoint-2321/trainer_state.json +192 -0
- checkpoint-2321/training_args.bin +3 -0
- checkpoint-2321/vocab.json +0 -0
- pytorch_model.bin +1 -1
checkpoint-2110/config.json
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "cardiffnlp/twitter-roberta-base-2021-124m",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"RobertaForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"bos_token_id": 0,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
+
"eos_token_id": 2,
|
| 10 |
+
"gradient_checkpointing": false,
|
| 11 |
+
"hidden_act": "gelu",
|
| 12 |
+
"hidden_dropout_prob": 0.1,
|
| 13 |
+
"hidden_size": 768,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "LABEL_0",
|
| 16 |
+
"1": "LABEL_1",
|
| 17 |
+
"2": "LABEL_2"
|
| 18 |
+
},
|
| 19 |
+
"initializer_range": 0.02,
|
| 20 |
+
"intermediate_size": 3072,
|
| 21 |
+
"label2id": {
|
| 22 |
+
"LABEL_0": 0,
|
| 23 |
+
"LABEL_1": 1,
|
| 24 |
+
"LABEL_2": 2
|
| 25 |
+
},
|
| 26 |
+
"layer_norm_eps": 1e-05,
|
| 27 |
+
"max_position_embeddings": 514,
|
| 28 |
+
"model_type": "roberta",
|
| 29 |
+
"num_attention_heads": 12,
|
| 30 |
+
"num_hidden_layers": 12,
|
| 31 |
+
"pad_token_id": 1,
|
| 32 |
+
"position_embedding_type": "absolute",
|
| 33 |
+
"problem_type": "multi_label_classification",
|
| 34 |
+
"torch_dtype": "float32",
|
| 35 |
+
"transformers_version": "4.17.0",
|
| 36 |
+
"type_vocab_size": 1,
|
| 37 |
+
"use_cache": true,
|
| 38 |
+
"vocab_size": 50265
|
| 39 |
+
}
|
checkpoint-2110/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-2110/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:83eef95438c791ccb2ecb2d20265998086f48d1a80be8b19915f6e455550a93f
|
| 3 |
+
size 997299037
|
checkpoint-2110/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:69831ccfbeac8b004b9d5e6bcba68728cb090e0e73816e65bbd9b781212b39fe
|
| 3 |
+
size 498678125
|
checkpoint-2110/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6bc4eef42c6848d05943ec9e90b1f5be6c81af80f742e6595d3edc88980848a3
|
| 3 |
+
size 14503
|
checkpoint-2110/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ba86df528d9e3ed4aaac090ee582e691da1daa068d83e3e254ea1ab2edf0f5f8
|
| 3 |
+
size 559
|
checkpoint-2110/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:269a93b294e7f37a0abfa9aedd023ee46e1cd27dd4d848fe0fd0f9b40d6de907
|
| 3 |
+
size 623
|
checkpoint-2110/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}}
|
checkpoint-2110/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-2110/tokenizer_config.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "cardiffnlp/twitter-roberta-base-2021-124m", "normalization": true, "tokenizer_class": "RobertaTokenizer"}
|
checkpoint-2110/trainer_state.json
ADDED
|
@@ -0,0 +1,176 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.7814767734353214,
|
| 3 |
+
"best_model_checkpoint": "outputs/time_lm_nli/checkpoint-1899",
|
| 4 |
+
"epoch": 10.0,
|
| 5 |
+
"global_step": 2110,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 1.0,
|
| 12 |
+
"learning_rate": 9.666666666666666e-07,
|
| 13 |
+
"loss": 0.5392,
|
| 14 |
+
"step": 211
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 1.0,
|
| 18 |
+
"eval_accuracy": 0.7,
|
| 19 |
+
"eval_f1": 0.6998718119161117,
|
| 20 |
+
"eval_loss": 0.4048246741294861,
|
| 21 |
+
"eval_runtime": 5.0256,
|
| 22 |
+
"eval_samples_per_second": 596.939,
|
| 23 |
+
"eval_steps_per_second": 74.617,
|
| 24 |
+
"step": 211
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 2.0,
|
| 28 |
+
"learning_rate": 9.333333333333333e-07,
|
| 29 |
+
"loss": 0.3725,
|
| 30 |
+
"step": 422
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 2.0,
|
| 34 |
+
"eval_accuracy": 0.759,
|
| 35 |
+
"eval_f1": 0.7583549419422403,
|
| 36 |
+
"eval_loss": 0.3489450216293335,
|
| 37 |
+
"eval_runtime": 5.103,
|
| 38 |
+
"eval_samples_per_second": 587.885,
|
| 39 |
+
"eval_steps_per_second": 73.486,
|
| 40 |
+
"step": 422
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"epoch": 3.0,
|
| 44 |
+
"learning_rate": 9e-07,
|
| 45 |
+
"loss": 0.3158,
|
| 46 |
+
"step": 633
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"epoch": 3.0,
|
| 50 |
+
"eval_accuracy": 0.7613333333333333,
|
| 51 |
+
"eval_f1": 0.7569694772671423,
|
| 52 |
+
"eval_loss": 0.3286795914173126,
|
| 53 |
+
"eval_runtime": 5.4646,
|
| 54 |
+
"eval_samples_per_second": 548.991,
|
| 55 |
+
"eval_steps_per_second": 68.624,
|
| 56 |
+
"step": 633
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"epoch": 4.0,
|
| 60 |
+
"learning_rate": 8.666666666666667e-07,
|
| 61 |
+
"loss": 0.289,
|
| 62 |
+
"step": 844
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"epoch": 4.0,
|
| 66 |
+
"eval_accuracy": 0.769,
|
| 67 |
+
"eval_f1": 0.7684440341259363,
|
| 68 |
+
"eval_loss": 0.33065709471702576,
|
| 69 |
+
"eval_runtime": 5.2159,
|
| 70 |
+
"eval_samples_per_second": 575.162,
|
| 71 |
+
"eval_steps_per_second": 71.895,
|
| 72 |
+
"step": 844
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 5.0,
|
| 76 |
+
"learning_rate": 8.333333333333333e-07,
|
| 77 |
+
"loss": 0.2716,
|
| 78 |
+
"step": 1055
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"epoch": 5.0,
|
| 82 |
+
"eval_accuracy": 0.7766666666666666,
|
| 83 |
+
"eval_f1": 0.775028474008066,
|
| 84 |
+
"eval_loss": 0.3240624666213989,
|
| 85 |
+
"eval_runtime": 5.2721,
|
| 86 |
+
"eval_samples_per_second": 569.029,
|
| 87 |
+
"eval_steps_per_second": 71.129,
|
| 88 |
+
"step": 1055
|
| 89 |
+
},
|
| 90 |
+
{
|
| 91 |
+
"epoch": 6.0,
|
| 92 |
+
"learning_rate": 8e-07,
|
| 93 |
+
"loss": 0.2575,
|
| 94 |
+
"step": 1266
|
| 95 |
+
},
|
| 96 |
+
{
|
| 97 |
+
"epoch": 6.0,
|
| 98 |
+
"eval_accuracy": 0.7786666666666666,
|
| 99 |
+
"eval_f1": 0.7782108653517272,
|
| 100 |
+
"eval_loss": 0.32720017433166504,
|
| 101 |
+
"eval_runtime": 5.4144,
|
| 102 |
+
"eval_samples_per_second": 554.075,
|
| 103 |
+
"eval_steps_per_second": 69.259,
|
| 104 |
+
"step": 1266
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 7.0,
|
| 108 |
+
"learning_rate": 7.666666666666667e-07,
|
| 109 |
+
"loss": 0.2441,
|
| 110 |
+
"step": 1477
|
| 111 |
+
},
|
| 112 |
+
{
|
| 113 |
+
"epoch": 7.0,
|
| 114 |
+
"eval_accuracy": 0.7783333333333333,
|
| 115 |
+
"eval_f1": 0.7775937336504917,
|
| 116 |
+
"eval_loss": 0.3257558345794678,
|
| 117 |
+
"eval_runtime": 5.0695,
|
| 118 |
+
"eval_samples_per_second": 591.777,
|
| 119 |
+
"eval_steps_per_second": 73.972,
|
| 120 |
+
"step": 1477
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"epoch": 8.0,
|
| 124 |
+
"learning_rate": 7.333333333333332e-07,
|
| 125 |
+
"loss": 0.2363,
|
| 126 |
+
"step": 1688
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 8.0,
|
| 130 |
+
"eval_accuracy": 0.7776666666666666,
|
| 131 |
+
"eval_f1": 0.777267505288088,
|
| 132 |
+
"eval_loss": 0.331592321395874,
|
| 133 |
+
"eval_runtime": 5.1518,
|
| 134 |
+
"eval_samples_per_second": 582.323,
|
| 135 |
+
"eval_steps_per_second": 72.79,
|
| 136 |
+
"step": 1688
|
| 137 |
+
},
|
| 138 |
+
{
|
| 139 |
+
"epoch": 9.0,
|
| 140 |
+
"learning_rate": 7e-07,
|
| 141 |
+
"loss": 0.2262,
|
| 142 |
+
"step": 1899
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 9.0,
|
| 146 |
+
"eval_accuracy": 0.7843333333333333,
|
| 147 |
+
"eval_f1": 0.7814767734353214,
|
| 148 |
+
"eval_loss": 0.3149881064891815,
|
| 149 |
+
"eval_runtime": 5.1238,
|
| 150 |
+
"eval_samples_per_second": 585.508,
|
| 151 |
+
"eval_steps_per_second": 73.188,
|
| 152 |
+
"step": 1899
|
| 153 |
+
},
|
| 154 |
+
{
|
| 155 |
+
"epoch": 10.0,
|
| 156 |
+
"learning_rate": 6.666666666666666e-07,
|
| 157 |
+
"loss": 0.2191,
|
| 158 |
+
"step": 2110
|
| 159 |
+
},
|
| 160 |
+
{
|
| 161 |
+
"epoch": 10.0,
|
| 162 |
+
"eval_accuracy": 0.7813333333333333,
|
| 163 |
+
"eval_f1": 0.7801938582947333,
|
| 164 |
+
"eval_loss": 0.32408154010772705,
|
| 165 |
+
"eval_runtime": 5.366,
|
| 166 |
+
"eval_samples_per_second": 559.08,
|
| 167 |
+
"eval_steps_per_second": 69.885,
|
| 168 |
+
"step": 2110
|
| 169 |
+
}
|
| 170 |
+
],
|
| 171 |
+
"max_steps": 6330,
|
| 172 |
+
"num_train_epochs": 30,
|
| 173 |
+
"total_flos": 1.433688568611264e+16,
|
| 174 |
+
"trial_name": null,
|
| 175 |
+
"trial_params": null
|
| 176 |
+
}
|
checkpoint-2110/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3966be765a13463da707bf5cd58cd4c0452776ca8eaf9c649e2dbde2a9daa7b1
|
| 3 |
+
size 3119
|
checkpoint-2110/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-2321/config.json
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "cardiffnlp/twitter-roberta-base-2021-124m",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"RobertaForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"bos_token_id": 0,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
+
"eos_token_id": 2,
|
| 10 |
+
"gradient_checkpointing": false,
|
| 11 |
+
"hidden_act": "gelu",
|
| 12 |
+
"hidden_dropout_prob": 0.1,
|
| 13 |
+
"hidden_size": 768,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "LABEL_0",
|
| 16 |
+
"1": "LABEL_1",
|
| 17 |
+
"2": "LABEL_2"
|
| 18 |
+
},
|
| 19 |
+
"initializer_range": 0.02,
|
| 20 |
+
"intermediate_size": 3072,
|
| 21 |
+
"label2id": {
|
| 22 |
+
"LABEL_0": 0,
|
| 23 |
+
"LABEL_1": 1,
|
| 24 |
+
"LABEL_2": 2
|
| 25 |
+
},
|
| 26 |
+
"layer_norm_eps": 1e-05,
|
| 27 |
+
"max_position_embeddings": 514,
|
| 28 |
+
"model_type": "roberta",
|
| 29 |
+
"num_attention_heads": 12,
|
| 30 |
+
"num_hidden_layers": 12,
|
| 31 |
+
"pad_token_id": 1,
|
| 32 |
+
"position_embedding_type": "absolute",
|
| 33 |
+
"problem_type": "multi_label_classification",
|
| 34 |
+
"torch_dtype": "float32",
|
| 35 |
+
"transformers_version": "4.17.0",
|
| 36 |
+
"type_vocab_size": 1,
|
| 37 |
+
"use_cache": true,
|
| 38 |
+
"vocab_size": 50265
|
| 39 |
+
}
|
checkpoint-2321/merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-2321/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6bfbb985ef8c327740aa77a4385332cde5d026c27ffc598810aac8d84c4370a4
|
| 3 |
+
size 997299037
|
checkpoint-2321/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ab11037e077f0caaaf33e53ee920e6f146acd7ac81b219c872e15f4f5f49a771
|
| 3 |
+
size 498678125
|
checkpoint-2321/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fbf5c07eec2889295ea58d29421f52d3ccc829bbbc7f20aec79544185d8984de
|
| 3 |
+
size 14503
|
checkpoint-2321/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:63169bfe46cc1dbe3b07b2c43c925e11b65dbc65ef4b76fb61e03adc154b282f
|
| 3 |
+
size 559
|
checkpoint-2321/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a654efdfc9c5eb030da1576551f8b8c4fe8402f70b689e0610eb7bd90ea928a9
|
| 3 |
+
size 623
|
checkpoint-2321/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}}
|
checkpoint-2321/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
checkpoint-2321/tokenizer_config.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "cardiffnlp/twitter-roberta-base-2021-124m", "normalization": true, "tokenizer_class": "RobertaTokenizer"}
|
checkpoint-2321/trainer_state.json
ADDED
|
@@ -0,0 +1,192 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.785979422813256,
|
| 3 |
+
"best_model_checkpoint": "outputs/time_lm_nli/checkpoint-2321",
|
| 4 |
+
"epoch": 11.0,
|
| 5 |
+
"global_step": 2321,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 1.0,
|
| 12 |
+
"learning_rate": 9.666666666666666e-07,
|
| 13 |
+
"loss": 0.5392,
|
| 14 |
+
"step": 211
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 1.0,
|
| 18 |
+
"eval_accuracy": 0.7,
|
| 19 |
+
"eval_f1": 0.6998718119161117,
|
| 20 |
+
"eval_loss": 0.4048246741294861,
|
| 21 |
+
"eval_runtime": 5.0256,
|
| 22 |
+
"eval_samples_per_second": 596.939,
|
| 23 |
+
"eval_steps_per_second": 74.617,
|
| 24 |
+
"step": 211
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 2.0,
|
| 28 |
+
"learning_rate": 9.333333333333333e-07,
|
| 29 |
+
"loss": 0.3725,
|
| 30 |
+
"step": 422
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 2.0,
|
| 34 |
+
"eval_accuracy": 0.759,
|
| 35 |
+
"eval_f1": 0.7583549419422403,
|
| 36 |
+
"eval_loss": 0.3489450216293335,
|
| 37 |
+
"eval_runtime": 5.103,
|
| 38 |
+
"eval_samples_per_second": 587.885,
|
| 39 |
+
"eval_steps_per_second": 73.486,
|
| 40 |
+
"step": 422
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"epoch": 3.0,
|
| 44 |
+
"learning_rate": 9e-07,
|
| 45 |
+
"loss": 0.3158,
|
| 46 |
+
"step": 633
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"epoch": 3.0,
|
| 50 |
+
"eval_accuracy": 0.7613333333333333,
|
| 51 |
+
"eval_f1": 0.7569694772671423,
|
| 52 |
+
"eval_loss": 0.3286795914173126,
|
| 53 |
+
"eval_runtime": 5.4646,
|
| 54 |
+
"eval_samples_per_second": 548.991,
|
| 55 |
+
"eval_steps_per_second": 68.624,
|
| 56 |
+
"step": 633
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"epoch": 4.0,
|
| 60 |
+
"learning_rate": 8.666666666666667e-07,
|
| 61 |
+
"loss": 0.289,
|
| 62 |
+
"step": 844
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"epoch": 4.0,
|
| 66 |
+
"eval_accuracy": 0.769,
|
| 67 |
+
"eval_f1": 0.7684440341259363,
|
| 68 |
+
"eval_loss": 0.33065709471702576,
|
| 69 |
+
"eval_runtime": 5.2159,
|
| 70 |
+
"eval_samples_per_second": 575.162,
|
| 71 |
+
"eval_steps_per_second": 71.895,
|
| 72 |
+
"step": 844
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 5.0,
|
| 76 |
+
"learning_rate": 8.333333333333333e-07,
|
| 77 |
+
"loss": 0.2716,
|
| 78 |
+
"step": 1055
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"epoch": 5.0,
|
| 82 |
+
"eval_accuracy": 0.7766666666666666,
|
| 83 |
+
"eval_f1": 0.775028474008066,
|
| 84 |
+
"eval_loss": 0.3240624666213989,
|
| 85 |
+
"eval_runtime": 5.2721,
|
| 86 |
+
"eval_samples_per_second": 569.029,
|
| 87 |
+
"eval_steps_per_second": 71.129,
|
| 88 |
+
"step": 1055
|
| 89 |
+
},
|
| 90 |
+
{
|
| 91 |
+
"epoch": 6.0,
|
| 92 |
+
"learning_rate": 8e-07,
|
| 93 |
+
"loss": 0.2575,
|
| 94 |
+
"step": 1266
|
| 95 |
+
},
|
| 96 |
+
{
|
| 97 |
+
"epoch": 6.0,
|
| 98 |
+
"eval_accuracy": 0.7786666666666666,
|
| 99 |
+
"eval_f1": 0.7782108653517272,
|
| 100 |
+
"eval_loss": 0.32720017433166504,
|
| 101 |
+
"eval_runtime": 5.4144,
|
| 102 |
+
"eval_samples_per_second": 554.075,
|
| 103 |
+
"eval_steps_per_second": 69.259,
|
| 104 |
+
"step": 1266
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 7.0,
|
| 108 |
+
"learning_rate": 7.666666666666667e-07,
|
| 109 |
+
"loss": 0.2441,
|
| 110 |
+
"step": 1477
|
| 111 |
+
},
|
| 112 |
+
{
|
| 113 |
+
"epoch": 7.0,
|
| 114 |
+
"eval_accuracy": 0.7783333333333333,
|
| 115 |
+
"eval_f1": 0.7775937336504917,
|
| 116 |
+
"eval_loss": 0.3257558345794678,
|
| 117 |
+
"eval_runtime": 5.0695,
|
| 118 |
+
"eval_samples_per_second": 591.777,
|
| 119 |
+
"eval_steps_per_second": 73.972,
|
| 120 |
+
"step": 1477
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"epoch": 8.0,
|
| 124 |
+
"learning_rate": 7.333333333333332e-07,
|
| 125 |
+
"loss": 0.2363,
|
| 126 |
+
"step": 1688
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 8.0,
|
| 130 |
+
"eval_accuracy": 0.7776666666666666,
|
| 131 |
+
"eval_f1": 0.777267505288088,
|
| 132 |
+
"eval_loss": 0.331592321395874,
|
| 133 |
+
"eval_runtime": 5.1518,
|
| 134 |
+
"eval_samples_per_second": 582.323,
|
| 135 |
+
"eval_steps_per_second": 72.79,
|
| 136 |
+
"step": 1688
|
| 137 |
+
},
|
| 138 |
+
{
|
| 139 |
+
"epoch": 9.0,
|
| 140 |
+
"learning_rate": 7e-07,
|
| 141 |
+
"loss": 0.2262,
|
| 142 |
+
"step": 1899
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 9.0,
|
| 146 |
+
"eval_accuracy": 0.7843333333333333,
|
| 147 |
+
"eval_f1": 0.7814767734353214,
|
| 148 |
+
"eval_loss": 0.3149881064891815,
|
| 149 |
+
"eval_runtime": 5.1238,
|
| 150 |
+
"eval_samples_per_second": 585.508,
|
| 151 |
+
"eval_steps_per_second": 73.188,
|
| 152 |
+
"step": 1899
|
| 153 |
+
},
|
| 154 |
+
{
|
| 155 |
+
"epoch": 10.0,
|
| 156 |
+
"learning_rate": 6.666666666666666e-07,
|
| 157 |
+
"loss": 0.2191,
|
| 158 |
+
"step": 2110
|
| 159 |
+
},
|
| 160 |
+
{
|
| 161 |
+
"epoch": 10.0,
|
| 162 |
+
"eval_accuracy": 0.7813333333333333,
|
| 163 |
+
"eval_f1": 0.7801938582947333,
|
| 164 |
+
"eval_loss": 0.32408154010772705,
|
| 165 |
+
"eval_runtime": 5.366,
|
| 166 |
+
"eval_samples_per_second": 559.08,
|
| 167 |
+
"eval_steps_per_second": 69.885,
|
| 168 |
+
"step": 2110
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"epoch": 11.0,
|
| 172 |
+
"learning_rate": 6.333333333333332e-07,
|
| 173 |
+
"loss": 0.2112,
|
| 174 |
+
"step": 2321
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"epoch": 11.0,
|
| 178 |
+
"eval_accuracy": 0.7866666666666666,
|
| 179 |
+
"eval_f1": 0.785979422813256,
|
| 180 |
+
"eval_loss": 0.3275919258594513,
|
| 181 |
+
"eval_runtime": 5.1309,
|
| 182 |
+
"eval_samples_per_second": 584.694,
|
| 183 |
+
"eval_steps_per_second": 73.087,
|
| 184 |
+
"step": 2321
|
| 185 |
+
}
|
| 186 |
+
],
|
| 187 |
+
"max_steps": 6330,
|
| 188 |
+
"num_train_epochs": 30,
|
| 189 |
+
"total_flos": 1.5775228073299968e+16,
|
| 190 |
+
"trial_name": null,
|
| 191 |
+
"trial_params": null
|
| 192 |
+
}
|
checkpoint-2321/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3966be765a13463da707bf5cd58cd4c0452776ca8eaf9c649e2dbde2a9daa7b1
|
| 3 |
+
size 3119
|
checkpoint-2321/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 498678125
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ab11037e077f0caaaf33e53ee920e6f146acd7ac81b219c872e15f4f5f49a771
|
| 3 |
size 498678125
|