Upload folder using huggingface_hub
Browse files- README.md +37 -0
- checkpoint-1432/config.json +38 -0
- checkpoint-1432/model.safetensors +3 -0
- checkpoint-1432/optimizer.pt +3 -0
- checkpoint-1432/rng_state.pth +3 -0
- checkpoint-1432/scheduler.pt +3 -0
- checkpoint-1432/trainer_state.json +231 -0
- checkpoint-1432/training_args.bin +3 -0
- config.json +38 -0
- model.safetensors +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.txt +0 -0
README.md
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
---
|
| 3 |
+
tags:
|
| 4 |
+
- autotrain
|
| 5 |
+
- text-classification
|
| 6 |
+
widget:
|
| 7 |
+
- text: "I love AutoTrain"
|
| 8 |
+
datasets:
|
| 9 |
+
- FinBERT_market_based/autotrain-data
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
# Model Trained Using AutoTrain
|
| 13 |
+
|
| 14 |
+
- Problem type: Text Classification
|
| 15 |
+
|
| 16 |
+
## Validation Metrics
|
| 17 |
+
loss: 0.9176467061042786
|
| 18 |
+
|
| 19 |
+
f1_macro: 0.49749240436690023
|
| 20 |
+
|
| 21 |
+
f1_micro: 0.5627105467737756
|
| 22 |
+
|
| 23 |
+
f1_weighted: 0.5279720746084178
|
| 24 |
+
|
| 25 |
+
precision_macro: 0.5386355574899088
|
| 26 |
+
|
| 27 |
+
precision_micro: 0.5627105467737756
|
| 28 |
+
|
| 29 |
+
precision_weighted: 0.5462149036191247
|
| 30 |
+
|
| 31 |
+
recall_macro: 0.517542664344306
|
| 32 |
+
|
| 33 |
+
recall_micro: 0.5627105467737756
|
| 34 |
+
|
| 35 |
+
recall_weighted: 0.5627105467737756
|
| 36 |
+
|
| 37 |
+
accuracy: 0.5627105467737756
|
checkpoint-1432/config.json
ADDED
|
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "ProsusAI/finbert",
|
| 3 |
+
"_num_labels": 3,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"BertForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
+
"gradient_checkpointing": false,
|
| 10 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.1,
|
| 12 |
+
"hidden_size": 768,
|
| 13 |
+
"id2label": {
|
| 14 |
+
"0": 0.0,
|
| 15 |
+
"1": 1.0,
|
| 16 |
+
"2": 2.0
|
| 17 |
+
},
|
| 18 |
+
"initializer_range": 0.02,
|
| 19 |
+
"intermediate_size": 3072,
|
| 20 |
+
"label2id": {
|
| 21 |
+
"0.0": 0,
|
| 22 |
+
"1.0": 1,
|
| 23 |
+
"2.0": 2
|
| 24 |
+
},
|
| 25 |
+
"layer_norm_eps": 1e-12,
|
| 26 |
+
"max_position_embeddings": 512,
|
| 27 |
+
"model_type": "bert",
|
| 28 |
+
"num_attention_heads": 12,
|
| 29 |
+
"num_hidden_layers": 12,
|
| 30 |
+
"pad_token_id": 0,
|
| 31 |
+
"position_embedding_type": "absolute",
|
| 32 |
+
"problem_type": "single_label_classification",
|
| 33 |
+
"torch_dtype": "float32",
|
| 34 |
+
"transformers_version": "4.37.0",
|
| 35 |
+
"type_vocab_size": 2,
|
| 36 |
+
"use_cache": true,
|
| 37 |
+
"vocab_size": 30522
|
| 38 |
+
}
|
checkpoint-1432/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55d86bd31ca8302d6896ed443d1ae1eeee5c30c45b1131eec9004afead2ced7a
|
| 3 |
+
size 437961724
|
checkpoint-1432/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bbeeb71c3c8fda707e5e1501602ac3f7b2b25638fb3bb0d6f674c91350506259
|
| 3 |
+
size 876038906
|
checkpoint-1432/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8fecb1fcf21854d6188eae43ced3caf6b48b76af68201aed32544b887453d892
|
| 3 |
+
size 13990
|
checkpoint-1432/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b7ecbcc0fd9b29005416d1c03416c6138c0a8e580eb1fbe047baee83770bec33
|
| 3 |
+
size 1064
|
checkpoint-1432/trainer_state.json
ADDED
|
@@ -0,0 +1,231 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.9176467061042786,
|
| 3 |
+
"best_model_checkpoint": "FinBERT_market_based/checkpoint-1432",
|
| 4 |
+
"epoch": 2.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 1432,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.07,
|
| 13 |
+
"learning_rate": 1.1162790697674418e-05,
|
| 14 |
+
"loss": 1.4577,
|
| 15 |
+
"step": 48
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.13,
|
| 19 |
+
"learning_rate": 2.2325581395348837e-05,
|
| 20 |
+
"loss": 1.0761,
|
| 21 |
+
"step": 96
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 0.2,
|
| 25 |
+
"learning_rate": 3.348837209302326e-05,
|
| 26 |
+
"loss": 1.0211,
|
| 27 |
+
"step": 144
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 0.27,
|
| 31 |
+
"learning_rate": 4.465116279069767e-05,
|
| 32 |
+
"loss": 1.0051,
|
| 33 |
+
"step": 192
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 0.34,
|
| 37 |
+
"learning_rate": 4.935333678220383e-05,
|
| 38 |
+
"loss": 0.9814,
|
| 39 |
+
"step": 240
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 0.4,
|
| 43 |
+
"learning_rate": 4.811174340403518e-05,
|
| 44 |
+
"loss": 0.9718,
|
| 45 |
+
"step": 288
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 0.47,
|
| 49 |
+
"learning_rate": 4.687015002586653e-05,
|
| 50 |
+
"loss": 0.9401,
|
| 51 |
+
"step": 336
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.54,
|
| 55 |
+
"learning_rate": 4.562855664769788e-05,
|
| 56 |
+
"loss": 0.9486,
|
| 57 |
+
"step": 384
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 0.6,
|
| 61 |
+
"learning_rate": 4.438696326952923e-05,
|
| 62 |
+
"loss": 0.9477,
|
| 63 |
+
"step": 432
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 0.67,
|
| 67 |
+
"learning_rate": 4.3145369891360584e-05,
|
| 68 |
+
"loss": 0.9236,
|
| 69 |
+
"step": 480
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 0.74,
|
| 73 |
+
"learning_rate": 4.190377651319193e-05,
|
| 74 |
+
"loss": 0.9295,
|
| 75 |
+
"step": 528
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 0.8,
|
| 79 |
+
"learning_rate": 4.066218313502328e-05,
|
| 80 |
+
"loss": 0.9388,
|
| 81 |
+
"step": 576
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 0.87,
|
| 85 |
+
"learning_rate": 3.942058975685463e-05,
|
| 86 |
+
"loss": 0.9446,
|
| 87 |
+
"step": 624
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 0.94,
|
| 91 |
+
"learning_rate": 3.8178996378685985e-05,
|
| 92 |
+
"loss": 0.9324,
|
| 93 |
+
"step": 672
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 1.0,
|
| 97 |
+
"eval_accuracy": 0.5537056232184504,
|
| 98 |
+
"eval_f1_macro": 0.4530869728302888,
|
| 99 |
+
"eval_f1_micro": 0.5537056232184504,
|
| 100 |
+
"eval_f1_weighted": 0.49220984693785635,
|
| 101 |
+
"eval_loss": 0.9287100434303284,
|
| 102 |
+
"eval_precision_macro": 0.5454170327986705,
|
| 103 |
+
"eval_precision_micro": 0.5537056232184504,
|
| 104 |
+
"eval_precision_weighted": 0.5470355528203532,
|
| 105 |
+
"eval_recall_macro": 0.49494460688671565,
|
| 106 |
+
"eval_recall_micro": 0.5537056232184504,
|
| 107 |
+
"eval_recall_weighted": 0.5537056232184504,
|
| 108 |
+
"eval_runtime": 2411.8627,
|
| 109 |
+
"eval_samples_per_second": 6.4,
|
| 110 |
+
"eval_steps_per_second": 0.05,
|
| 111 |
+
"step": 716
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"epoch": 1.01,
|
| 115 |
+
"learning_rate": 3.693740300051733e-05,
|
| 116 |
+
"loss": 0.9273,
|
| 117 |
+
"step": 720
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"epoch": 1.07,
|
| 121 |
+
"learning_rate": 3.569580962234868e-05,
|
| 122 |
+
"loss": 0.901,
|
| 123 |
+
"step": 768
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 1.14,
|
| 127 |
+
"learning_rate": 3.445421624418003e-05,
|
| 128 |
+
"loss": 0.8876,
|
| 129 |
+
"step": 816
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 1.21,
|
| 133 |
+
"learning_rate": 3.3212622866011386e-05,
|
| 134 |
+
"loss": 0.8826,
|
| 135 |
+
"step": 864
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 1.27,
|
| 139 |
+
"learning_rate": 3.197102948784273e-05,
|
| 140 |
+
"loss": 0.8802,
|
| 141 |
+
"step": 912
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"epoch": 1.34,
|
| 145 |
+
"learning_rate": 3.072943610967408e-05,
|
| 146 |
+
"loss": 0.8896,
|
| 147 |
+
"step": 960
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"epoch": 1.41,
|
| 151 |
+
"learning_rate": 2.9487842731505433e-05,
|
| 152 |
+
"loss": 0.885,
|
| 153 |
+
"step": 1008
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"epoch": 1.47,
|
| 157 |
+
"learning_rate": 2.8246249353336783e-05,
|
| 158 |
+
"loss": 0.8706,
|
| 159 |
+
"step": 1056
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"epoch": 1.54,
|
| 163 |
+
"learning_rate": 2.7004655975168137e-05,
|
| 164 |
+
"loss": 0.8925,
|
| 165 |
+
"step": 1104
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"epoch": 1.61,
|
| 169 |
+
"learning_rate": 2.5763062596999484e-05,
|
| 170 |
+
"loss": 0.8952,
|
| 171 |
+
"step": 1152
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"epoch": 1.68,
|
| 175 |
+
"learning_rate": 2.4521469218830834e-05,
|
| 176 |
+
"loss": 0.8921,
|
| 177 |
+
"step": 1200
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 1.74,
|
| 181 |
+
"learning_rate": 2.3279875840662184e-05,
|
| 182 |
+
"loss": 0.8934,
|
| 183 |
+
"step": 1248
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"epoch": 1.81,
|
| 187 |
+
"learning_rate": 2.2038282462493534e-05,
|
| 188 |
+
"loss": 0.8923,
|
| 189 |
+
"step": 1296
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 1.88,
|
| 193 |
+
"learning_rate": 2.0796689084324885e-05,
|
| 194 |
+
"loss": 0.8778,
|
| 195 |
+
"step": 1344
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"epoch": 1.94,
|
| 199 |
+
"learning_rate": 1.9555095706156235e-05,
|
| 200 |
+
"loss": 0.8738,
|
| 201 |
+
"step": 1392
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"epoch": 2.0,
|
| 205 |
+
"eval_accuracy": 0.5627105467737756,
|
| 206 |
+
"eval_f1_macro": 0.49749240436690023,
|
| 207 |
+
"eval_f1_micro": 0.5627105467737756,
|
| 208 |
+
"eval_f1_weighted": 0.5279720746084178,
|
| 209 |
+
"eval_loss": 0.9176467061042786,
|
| 210 |
+
"eval_precision_macro": 0.5386355574899088,
|
| 211 |
+
"eval_precision_micro": 0.5627105467737756,
|
| 212 |
+
"eval_precision_weighted": 0.5462149036191247,
|
| 213 |
+
"eval_recall_macro": 0.517542664344306,
|
| 214 |
+
"eval_recall_micro": 0.5627105467737756,
|
| 215 |
+
"eval_recall_weighted": 0.5627105467737756,
|
| 216 |
+
"eval_runtime": 2502.0236,
|
| 217 |
+
"eval_samples_per_second": 6.169,
|
| 218 |
+
"eval_steps_per_second": 0.048,
|
| 219 |
+
"step": 1432
|
| 220 |
+
}
|
| 221 |
+
],
|
| 222 |
+
"logging_steps": 48,
|
| 223 |
+
"max_steps": 2148,
|
| 224 |
+
"num_input_tokens_seen": 0,
|
| 225 |
+
"num_train_epochs": 3,
|
| 226 |
+
"save_steps": 500,
|
| 227 |
+
"total_flos": 6027139059895296.0,
|
| 228 |
+
"train_batch_size": 64,
|
| 229 |
+
"trial_name": null,
|
| 230 |
+
"trial_params": null
|
| 231 |
+
}
|
checkpoint-1432/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b547bcb7141580683e2d41c7888f12ba0209be9515460fdf69d6b8e0dd3e61f2
|
| 3 |
+
size 4728
|
config.json
ADDED
|
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "ProsusAI/finbert",
|
| 3 |
+
"_num_labels": 3,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"BertForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
+
"gradient_checkpointing": false,
|
| 10 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.1,
|
| 12 |
+
"hidden_size": 768,
|
| 13 |
+
"id2label": {
|
| 14 |
+
"0": 0.0,
|
| 15 |
+
"1": 1.0,
|
| 16 |
+
"2": 2.0
|
| 17 |
+
},
|
| 18 |
+
"initializer_range": 0.02,
|
| 19 |
+
"intermediate_size": 3072,
|
| 20 |
+
"label2id": {
|
| 21 |
+
"0.0": 0,
|
| 22 |
+
"1.0": 1,
|
| 23 |
+
"2.0": 2
|
| 24 |
+
},
|
| 25 |
+
"layer_norm_eps": 1e-12,
|
| 26 |
+
"max_position_embeddings": 512,
|
| 27 |
+
"model_type": "bert",
|
| 28 |
+
"num_attention_heads": 12,
|
| 29 |
+
"num_hidden_layers": 12,
|
| 30 |
+
"pad_token_id": 0,
|
| 31 |
+
"position_embedding_type": "absolute",
|
| 32 |
+
"problem_type": "single_label_classification",
|
| 33 |
+
"torch_dtype": "float32",
|
| 34 |
+
"transformers_version": "4.37.0",
|
| 35 |
+
"type_vocab_size": 2,
|
| 36 |
+
"use_cache": true,
|
| 37 |
+
"vocab_size": 30522
|
| 38 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55d86bd31ca8302d6896ed443d1ae1eeee5c30c45b1131eec9004afead2ced7a
|
| 3 |
+
size 437961724
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
|
| 7 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_basic_tokenize": true,
|
| 47 |
+
"do_lower_case": true,
|
| 48 |
+
"mask_token": "[MASK]",
|
| 49 |
+
"model_max_length": 512,
|
| 50 |
+
"never_split": null,
|
| 51 |
+
"pad_token": "[PAD]",
|
| 52 |
+
"sep_token": "[SEP]",
|
| 53 |
+
"strip_accents": null,
|
| 54 |
+
"tokenize_chinese_chars": true,
|
| 55 |
+
"tokenizer_class": "BertTokenizer",
|
| 56 |
+
"unk_token": "[UNK]"
|
| 57 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b547bcb7141580683e2d41c7888f12ba0209be9515460fdf69d6b8e0dd3e61f2
|
| 3 |
+
size 4728
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "FinBERT_market_based/autotrain-data",
|
| 3 |
+
"model": "ProsusAI/finbert",
|
| 4 |
+
"lr": 5e-05,
|
| 5 |
+
"epochs": 3,
|
| 6 |
+
"max_seq_length": 128,
|
| 7 |
+
"batch_size": 64,
|
| 8 |
+
"warmup_ratio": 0.1,
|
| 9 |
+
"gradient_accumulation": 1,
|
| 10 |
+
"optimizer": "adamw_torch",
|
| 11 |
+
"scheduler": "linear",
|
| 12 |
+
"weight_decay": 0.0,
|
| 13 |
+
"max_grad_norm": 1.0,
|
| 14 |
+
"seed": 42,
|
| 15 |
+
"train_split": "train",
|
| 16 |
+
"valid_split": "validation",
|
| 17 |
+
"text_column": "autotrain_text",
|
| 18 |
+
"target_column": "autotrain_label",
|
| 19 |
+
"logging_steps": -1,
|
| 20 |
+
"project_name": "FinBERT_market_based",
|
| 21 |
+
"auto_find_batch_size": false,
|
| 22 |
+
"mixed_precision": null,
|
| 23 |
+
"save_total_limit": 1,
|
| 24 |
+
"save_strategy": "epoch",
|
| 25 |
+
"push_to_hub": true,
|
| 26 |
+
"repo_id": "baptle/FinBERT_market_based",
|
| 27 |
+
"evaluation_strategy": "epoch",
|
| 28 |
+
"username": "baptle",
|
| 29 |
+
"log": "none"
|
| 30 |
+
}
|
vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|