Upload 10 files
Browse files- config.json +36 -0
- eval.txt +6 -0
- metrics.json +1 -0
- model.safetensors +3 -0
- model_name +1 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +396 -0
- training_args.bin +3 -0
config.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "dbmdz/bert-base-french-europeana-cased",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForTokenClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"gradient_checkpointing": false,
|
| 9 |
+
"hidden_act": "gelu",
|
| 10 |
+
"hidden_dropout_prob": 0.1,
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "LABEL_0",
|
| 14 |
+
"1": "LABEL_1",
|
| 15 |
+
"2": "LABEL_2"
|
| 16 |
+
},
|
| 17 |
+
"initializer_range": 0.02,
|
| 18 |
+
"intermediate_size": 3072,
|
| 19 |
+
"label2id": {
|
| 20 |
+
"LABEL_0": 0,
|
| 21 |
+
"LABEL_1": 1,
|
| 22 |
+
"LABEL_2": 2
|
| 23 |
+
},
|
| 24 |
+
"layer_norm_eps": 1e-12,
|
| 25 |
+
"max_position_embeddings": 512,
|
| 26 |
+
"model_type": "bert",
|
| 27 |
+
"num_attention_heads": 12,
|
| 28 |
+
"num_hidden_layers": 12,
|
| 29 |
+
"pad_token_id": 0,
|
| 30 |
+
"position_embedding_type": "absolute",
|
| 31 |
+
"torch_dtype": "float32",
|
| 32 |
+
"transformers_version": "4.41.1",
|
| 33 |
+
"type_vocab_size": 2,
|
| 34 |
+
"use_cache": true,
|
| 35 |
+
"vocab_size": 32000
|
| 36 |
+
}
|
eval.txt
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
| | Synt (None, Delim.) | Bert (None, Delim., Pad.) |
|
| 2 |
+
|-----------+-----------------------------------------------+-----------------------------------------------|
|
| 3 |
+
| Accuracy | 0.9547619047619048 | 0.9852173913043478 |
|
| 4 |
+
| Precision | [0.9417637271214643, 0.8188405797101449, 1.0] | [0.9921121822962313, 0.8743718592964824, 1.0] |
|
| 5 |
+
| Recall | [0.9783923941227312, 0.6174863387978142, 1.0] | [0.9783923941227312, 0.9508196721311475, 1.0] |
|
| 6 |
+
| F1-score | [0.9597286986011022, 0.7040498442367601, 1.0] | [0.9852045256744996, 0.9109947643979057, 1.0] |
|
metrics.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"loss": 0.0013, "grad_norm": 0.07273274660110474, "learning_rate": 2.25e-05, "epoch": 11.0, "step": 176, "eval_loss": 0.04350681230425835, "eval_accurracy": {"accuracy": 0.9921428571428571}, "eval_recall": [0.9926289926289926, 0.9473684210526315, 1.0], "eval_precision": [0.993849938499385, 0.9375, 1.0], "eval_f1": [0.9932390903503381, 0.9424083769633508, 1.0], "eval_runtime": 3.3327, "eval_samples_per_second": 15.003, "eval_steps_per_second": 0.3}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b416d4cdd435138016707a2a2b3f110f0b0e6890a12420144e800a224ec2ee86
|
| 3 |
+
size 440139580
|
model_name
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
dbmdz/bert-base-french-europeana-cased
|
optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2f194d02d59651b88bd345151b100442d9977b1fcbf2710f83c3ddf77b85ef76
|
| 3 |
+
size 880398906
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9adf48fcdef69f723b8eb32c0a091cfd0124b0e8a46555654bb2e131ab620a35
|
| 3 |
+
size 14244
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d12c31799628bb96494709d75be9daa503a77c472bf96805b97b6510cfee6e19
|
| 3 |
+
size 1064
|
trainer_state.json
ADDED
|
@@ -0,0 +1,396 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.03481420502066612,
|
| 3 |
+
"best_model_checkpoint": "results_bert-base-french-europeana-cased/epoch20_bs64/checkpoint-48",
|
| 4 |
+
"epoch": 11.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 176,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"grad_norm": 0.47372615337371826,
|
| 14 |
+
"learning_rate": 4.75e-05,
|
| 15 |
+
"loss": 0.3883,
|
| 16 |
+
"step": 16
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 1.0,
|
| 20 |
+
"eval_accurracy": {
|
| 21 |
+
"accuracy": 0.9764285714285714
|
| 22 |
+
},
|
| 23 |
+
"eval_f1": [
|
| 24 |
+
0.9799147900182593,
|
| 25 |
+
0.8114285714285714,
|
| 26 |
+
1.0
|
| 27 |
+
],
|
| 28 |
+
"eval_loss": 0.08146535605192184,
|
| 29 |
+
"eval_precision": [
|
| 30 |
+
0.971049457177322,
|
| 31 |
+
0.8875,
|
| 32 |
+
1.0
|
| 33 |
+
],
|
| 34 |
+
"eval_recall": [
|
| 35 |
+
0.9889434889434889,
|
| 36 |
+
0.7473684210526316,
|
| 37 |
+
1.0
|
| 38 |
+
],
|
| 39 |
+
"eval_runtime": 4.1114,
|
| 40 |
+
"eval_samples_per_second": 12.161,
|
| 41 |
+
"eval_steps_per_second": 0.243,
|
| 42 |
+
"step": 16
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 2.0,
|
| 46 |
+
"grad_norm": 0.4207443296909332,
|
| 47 |
+
"learning_rate": 4.5e-05,
|
| 48 |
+
"loss": 0.0566,
|
| 49 |
+
"step": 32
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"epoch": 2.0,
|
| 53 |
+
"eval_accurracy": {
|
| 54 |
+
"accuracy": 0.9878571428571429
|
| 55 |
+
},
|
| 56 |
+
"eval_f1": [
|
| 57 |
+
0.9895641497851443,
|
| 58 |
+
0.91005291005291,
|
| 59 |
+
1.0
|
| 60 |
+
],
|
| 61 |
+
"eval_loss": 0.04085615277290344,
|
| 62 |
+
"eval_precision": [
|
| 63 |
+
0.9889570552147239,
|
| 64 |
+
0.9148936170212766,
|
| 65 |
+
1.0
|
| 66 |
+
],
|
| 67 |
+
"eval_recall": [
|
| 68 |
+
0.9901719901719902,
|
| 69 |
+
0.9052631578947369,
|
| 70 |
+
1.0
|
| 71 |
+
],
|
| 72 |
+
"eval_runtime": 3.9019,
|
| 73 |
+
"eval_samples_per_second": 12.814,
|
| 74 |
+
"eval_steps_per_second": 0.256,
|
| 75 |
+
"step": 32
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 3.0,
|
| 79 |
+
"grad_norm": 0.4004434049129486,
|
| 80 |
+
"learning_rate": 4.25e-05,
|
| 81 |
+
"loss": 0.0291,
|
| 82 |
+
"step": 48
|
| 83 |
+
},
|
| 84 |
+
{
|
| 85 |
+
"epoch": 3.0,
|
| 86 |
+
"eval_accurracy": {
|
| 87 |
+
"accuracy": 0.99
|
| 88 |
+
},
|
| 89 |
+
"eval_f1": [
|
| 90 |
+
0.991389913899139,
|
| 91 |
+
0.9270833333333334,
|
| 92 |
+
1.0
|
| 93 |
+
],
|
| 94 |
+
"eval_loss": 0.03481420502066612,
|
| 95 |
+
"eval_precision": [
|
| 96 |
+
0.9926108374384236,
|
| 97 |
+
0.9175257731958762,
|
| 98 |
+
1.0
|
| 99 |
+
],
|
| 100 |
+
"eval_recall": [
|
| 101 |
+
0.9901719901719902,
|
| 102 |
+
0.9368421052631579,
|
| 103 |
+
1.0
|
| 104 |
+
],
|
| 105 |
+
"eval_runtime": 3.5383,
|
| 106 |
+
"eval_samples_per_second": 14.131,
|
| 107 |
+
"eval_steps_per_second": 0.283,
|
| 108 |
+
"step": 48
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"epoch": 4.0,
|
| 112 |
+
"grad_norm": 0.3703693747520447,
|
| 113 |
+
"learning_rate": 4e-05,
|
| 114 |
+
"loss": 0.0169,
|
| 115 |
+
"step": 64
|
| 116 |
+
},
|
| 117 |
+
{
|
| 118 |
+
"epoch": 4.0,
|
| 119 |
+
"eval_accurracy": {
|
| 120 |
+
"accuracy": 0.9885714285714285
|
| 121 |
+
},
|
| 122 |
+
"eval_f1": [
|
| 123 |
+
0.9901719901719902,
|
| 124 |
+
0.9157894736842105,
|
| 125 |
+
1.0
|
| 126 |
+
],
|
| 127 |
+
"eval_loss": 0.03665424883365631,
|
| 128 |
+
"eval_precision": [
|
| 129 |
+
0.9901719901719902,
|
| 130 |
+
0.9157894736842105,
|
| 131 |
+
1.0
|
| 132 |
+
],
|
| 133 |
+
"eval_recall": [
|
| 134 |
+
0.9901719901719902,
|
| 135 |
+
0.9157894736842105,
|
| 136 |
+
1.0
|
| 137 |
+
],
|
| 138 |
+
"eval_runtime": 3.4858,
|
| 139 |
+
"eval_samples_per_second": 14.344,
|
| 140 |
+
"eval_steps_per_second": 0.287,
|
| 141 |
+
"step": 64
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"epoch": 5.0,
|
| 145 |
+
"grad_norm": 0.3292807936668396,
|
| 146 |
+
"learning_rate": 3.7500000000000003e-05,
|
| 147 |
+
"loss": 0.0109,
|
| 148 |
+
"step": 80
|
| 149 |
+
},
|
| 150 |
+
{
|
| 151 |
+
"epoch": 5.0,
|
| 152 |
+
"eval_accurracy": {
|
| 153 |
+
"accuracy": 0.9878571428571429
|
| 154 |
+
},
|
| 155 |
+
"eval_f1": [
|
| 156 |
+
0.9894867037724181,
|
| 157 |
+
0.9154228855721394,
|
| 158 |
+
1.0
|
| 159 |
+
],
|
| 160 |
+
"eval_loss": 0.03761892020702362,
|
| 161 |
+
"eval_precision": [
|
| 162 |
+
0.9962640099626401,
|
| 163 |
+
0.8679245283018868,
|
| 164 |
+
1.0
|
| 165 |
+
],
|
| 166 |
+
"eval_recall": [
|
| 167 |
+
0.9828009828009828,
|
| 168 |
+
0.968421052631579,
|
| 169 |
+
1.0
|
| 170 |
+
],
|
| 171 |
+
"eval_runtime": 3.6656,
|
| 172 |
+
"eval_samples_per_second": 13.64,
|
| 173 |
+
"eval_steps_per_second": 0.273,
|
| 174 |
+
"step": 80
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"epoch": 6.0,
|
| 178 |
+
"grad_norm": 0.17665812373161316,
|
| 179 |
+
"learning_rate": 3.5e-05,
|
| 180 |
+
"loss": 0.0073,
|
| 181 |
+
"step": 96
|
| 182 |
+
},
|
| 183 |
+
{
|
| 184 |
+
"epoch": 6.0,
|
| 185 |
+
"eval_accurracy": {
|
| 186 |
+
"accuracy": 0.9878571428571429
|
| 187 |
+
},
|
| 188 |
+
"eval_f1": [
|
| 189 |
+
0.9895897121861604,
|
| 190 |
+
0.9081081081081082,
|
| 191 |
+
1.0
|
| 192 |
+
],
|
| 193 |
+
"eval_loss": 0.04045535624027252,
|
| 194 |
+
"eval_precision": [
|
| 195 |
+
0.9865689865689866,
|
| 196 |
+
0.9333333333333333,
|
| 197 |
+
1.0
|
| 198 |
+
],
|
| 199 |
+
"eval_recall": [
|
| 200 |
+
0.9926289926289926,
|
| 201 |
+
0.8842105263157894,
|
| 202 |
+
1.0
|
| 203 |
+
],
|
| 204 |
+
"eval_runtime": 3.1662,
|
| 205 |
+
"eval_samples_per_second": 15.792,
|
| 206 |
+
"eval_steps_per_second": 0.316,
|
| 207 |
+
"step": 96
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"epoch": 7.0,
|
| 211 |
+
"grad_norm": 0.46033716201782227,
|
| 212 |
+
"learning_rate": 3.2500000000000004e-05,
|
| 213 |
+
"loss": 0.0043,
|
| 214 |
+
"step": 112
|
| 215 |
+
},
|
| 216 |
+
{
|
| 217 |
+
"epoch": 7.0,
|
| 218 |
+
"eval_accurracy": {
|
| 219 |
+
"accuracy": 0.9885714285714285
|
| 220 |
+
},
|
| 221 |
+
"eval_f1": [
|
| 222 |
+
0.9901840490797545,
|
| 223 |
+
0.9148936170212766,
|
| 224 |
+
1.0
|
| 225 |
+
],
|
| 226 |
+
"eval_loss": 0.0450633242726326,
|
| 227 |
+
"eval_precision": [
|
| 228 |
+
0.9889705882352942,
|
| 229 |
+
0.9247311827956989,
|
| 230 |
+
1.0
|
| 231 |
+
],
|
| 232 |
+
"eval_recall": [
|
| 233 |
+
0.9914004914004914,
|
| 234 |
+
0.9052631578947369,
|
| 235 |
+
1.0
|
| 236 |
+
],
|
| 237 |
+
"eval_runtime": 3.1686,
|
| 238 |
+
"eval_samples_per_second": 15.78,
|
| 239 |
+
"eval_steps_per_second": 0.316,
|
| 240 |
+
"step": 112
|
| 241 |
+
},
|
| 242 |
+
{
|
| 243 |
+
"epoch": 8.0,
|
| 244 |
+
"grad_norm": 0.7053983807563782,
|
| 245 |
+
"learning_rate": 3e-05,
|
| 246 |
+
"loss": 0.0029,
|
| 247 |
+
"step": 128
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"epoch": 8.0,
|
| 251 |
+
"eval_accurracy": {
|
| 252 |
+
"accuracy": 0.9871428571428571
|
| 253 |
+
},
|
| 254 |
+
"eval_f1": [
|
| 255 |
+
0.9889570552147239,
|
| 256 |
+
0.9042553191489362,
|
| 257 |
+
1.0
|
| 258 |
+
],
|
| 259 |
+
"eval_loss": 0.055573731660842896,
|
| 260 |
+
"eval_precision": [
|
| 261 |
+
0.9877450980392157,
|
| 262 |
+
0.9139784946236559,
|
| 263 |
+
1.0
|
| 264 |
+
],
|
| 265 |
+
"eval_recall": [
|
| 266 |
+
0.9901719901719902,
|
| 267 |
+
0.8947368421052632,
|
| 268 |
+
1.0
|
| 269 |
+
],
|
| 270 |
+
"eval_runtime": 3.4353,
|
| 271 |
+
"eval_samples_per_second": 14.555,
|
| 272 |
+
"eval_steps_per_second": 0.291,
|
| 273 |
+
"step": 128
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"epoch": 9.0,
|
| 277 |
+
"grad_norm": 0.16288042068481445,
|
| 278 |
+
"learning_rate": 2.7500000000000004e-05,
|
| 279 |
+
"loss": 0.0023,
|
| 280 |
+
"step": 144
|
| 281 |
+
},
|
| 282 |
+
{
|
| 283 |
+
"epoch": 9.0,
|
| 284 |
+
"eval_accurracy": {
|
| 285 |
+
"accuracy": 0.9892857142857143
|
| 286 |
+
},
|
| 287 |
+
"eval_f1": [
|
| 288 |
+
0.9908144519289651,
|
| 289 |
+
0.918918918918919,
|
| 290 |
+
1.0
|
| 291 |
+
],
|
| 292 |
+
"eval_loss": 0.05289832502603531,
|
| 293 |
+
"eval_precision": [
|
| 294 |
+
0.9877899877899878,
|
| 295 |
+
0.9444444444444444,
|
| 296 |
+
1.0
|
| 297 |
+
],
|
| 298 |
+
"eval_recall": [
|
| 299 |
+
0.9938574938574939,
|
| 300 |
+
0.8947368421052632,
|
| 301 |
+
1.0
|
| 302 |
+
],
|
| 303 |
+
"eval_runtime": 3.8415,
|
| 304 |
+
"eval_samples_per_second": 13.016,
|
| 305 |
+
"eval_steps_per_second": 0.26,
|
| 306 |
+
"step": 144
|
| 307 |
+
},
|
| 308 |
+
{
|
| 309 |
+
"epoch": 10.0,
|
| 310 |
+
"grad_norm": 0.19770997762680054,
|
| 311 |
+
"learning_rate": 2.5e-05,
|
| 312 |
+
"loss": 0.0021,
|
| 313 |
+
"step": 160
|
| 314 |
+
},
|
| 315 |
+
{
|
| 316 |
+
"epoch": 10.0,
|
| 317 |
+
"eval_accurracy": {
|
| 318 |
+
"accuracy": 0.9892857142857143
|
| 319 |
+
},
|
| 320 |
+
"eval_f1": [
|
| 321 |
+
0.990791896869245,
|
| 322 |
+
0.9206349206349206,
|
| 323 |
+
1.0
|
| 324 |
+
],
|
| 325 |
+
"eval_loss": 0.04967246204614639,
|
| 326 |
+
"eval_precision": [
|
| 327 |
+
0.9901840490797545,
|
| 328 |
+
0.925531914893617,
|
| 329 |
+
1.0
|
| 330 |
+
],
|
| 331 |
+
"eval_recall": [
|
| 332 |
+
0.9914004914004914,
|
| 333 |
+
0.9157894736842105,
|
| 334 |
+
1.0
|
| 335 |
+
],
|
| 336 |
+
"eval_runtime": 3.3345,
|
| 337 |
+
"eval_samples_per_second": 14.995,
|
| 338 |
+
"eval_steps_per_second": 0.3,
|
| 339 |
+
"step": 160
|
| 340 |
+
},
|
| 341 |
+
{
|
| 342 |
+
"epoch": 11.0,
|
| 343 |
+
"grad_norm": 0.07273274660110474,
|
| 344 |
+
"learning_rate": 2.25e-05,
|
| 345 |
+
"loss": 0.0013,
|
| 346 |
+
"step": 176
|
| 347 |
+
},
|
| 348 |
+
{
|
| 349 |
+
"epoch": 11.0,
|
| 350 |
+
"eval_accurracy": {
|
| 351 |
+
"accuracy": 0.9921428571428571
|
| 352 |
+
},
|
| 353 |
+
"eval_f1": [
|
| 354 |
+
0.9932390903503381,
|
| 355 |
+
0.9424083769633508,
|
| 356 |
+
1.0
|
| 357 |
+
],
|
| 358 |
+
"eval_loss": 0.04350681230425835,
|
| 359 |
+
"eval_precision": [
|
| 360 |
+
0.993849938499385,
|
| 361 |
+
0.9375,
|
| 362 |
+
1.0
|
| 363 |
+
],
|
| 364 |
+
"eval_recall": [
|
| 365 |
+
0.9926289926289926,
|
| 366 |
+
0.9473684210526315,
|
| 367 |
+
1.0
|
| 368 |
+
],
|
| 369 |
+
"eval_runtime": 3.3327,
|
| 370 |
+
"eval_samples_per_second": 15.003,
|
| 371 |
+
"eval_steps_per_second": 0.3,
|
| 372 |
+
"step": 176
|
| 373 |
+
}
|
| 374 |
+
],
|
| 375 |
+
"logging_steps": 500,
|
| 376 |
+
"max_steps": 320,
|
| 377 |
+
"num_input_tokens_seen": 0,
|
| 378 |
+
"num_train_epochs": 20,
|
| 379 |
+
"save_steps": 500,
|
| 380 |
+
"stateful_callbacks": {
|
| 381 |
+
"TrainerControl": {
|
| 382 |
+
"args": {
|
| 383 |
+
"should_epoch_stop": false,
|
| 384 |
+
"should_evaluate": false,
|
| 385 |
+
"should_log": false,
|
| 386 |
+
"should_save": true,
|
| 387 |
+
"should_training_stop": false
|
| 388 |
+
},
|
| 389 |
+
"attributes": {}
|
| 390 |
+
}
|
| 391 |
+
},
|
| 392 |
+
"total_flos": 168415447860000.0,
|
| 393 |
+
"train_batch_size": 64,
|
| 394 |
+
"trial_name": null,
|
| 395 |
+
"trial_params": null
|
| 396 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:565d807bdec83fad94e5b5f7622f7e6d9e89088170c0eae871ad5962098a37a1
|
| 3 |
+
size 5176
|