Upload folder using huggingface_hub
Browse files- README.md +27 -0
- checkpoint-21/config.json +34 -0
- checkpoint-21/model.safetensors +3 -0
- checkpoint-21/optimizer.pt +3 -0
- checkpoint-21/rng_state.pth +3 -0
- checkpoint-21/scheduler.pt +3 -0
- checkpoint-21/trainer_state.json +207 -0
- checkpoint-21/training_args.bin +3 -0
- config.json +34 -0
- model.safetensors +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +72 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.txt +0 -0
README.md
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
---
|
| 3 |
+
tags:
|
| 4 |
+
- autotrain
|
| 5 |
+
- text-classification
|
| 6 |
+
widget:
|
| 7 |
+
- text: "I love AutoTrain"
|
| 8 |
+
datasets:
|
| 9 |
+
- autotrain-aws-bot/autotrain-data
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
# Model Trained Using AutoTrain
|
| 13 |
+
|
| 14 |
+
- Problem type: Text Classification
|
| 15 |
+
|
| 16 |
+
## Validation Metrics
|
| 17 |
+
loss: 0.24507267773151398
|
| 18 |
+
|
| 19 |
+
f1: 1.0
|
| 20 |
+
|
| 21 |
+
precision: 1.0
|
| 22 |
+
|
| 23 |
+
recall: 1.0
|
| 24 |
+
|
| 25 |
+
auc: 1.0
|
| 26 |
+
|
| 27 |
+
accuracy: 1.0
|
checkpoint-21/config.json
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "sentence-transformers/all-mpnet-base-v2",
|
| 3 |
+
"_num_labels": 2,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"MPNetForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"bos_token_id": 0,
|
| 9 |
+
"eos_token_id": 2,
|
| 10 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.1,
|
| 12 |
+
"hidden_size": 768,
|
| 13 |
+
"id2label": {
|
| 14 |
+
"0": "cloudwatch",
|
| 15 |
+
"1": "s3"
|
| 16 |
+
},
|
| 17 |
+
"initializer_range": 0.02,
|
| 18 |
+
"intermediate_size": 3072,
|
| 19 |
+
"label2id": {
|
| 20 |
+
"cloudwatch": 0,
|
| 21 |
+
"s3": 1
|
| 22 |
+
},
|
| 23 |
+
"layer_norm_eps": 1e-05,
|
| 24 |
+
"max_position_embeddings": 514,
|
| 25 |
+
"model_type": "mpnet",
|
| 26 |
+
"num_attention_heads": 12,
|
| 27 |
+
"num_hidden_layers": 12,
|
| 28 |
+
"pad_token_id": 1,
|
| 29 |
+
"problem_type": "single_label_classification",
|
| 30 |
+
"relative_attention_num_buckets": 32,
|
| 31 |
+
"torch_dtype": "float32",
|
| 32 |
+
"transformers_version": "4.38.2",
|
| 33 |
+
"vocab_size": 30527
|
| 34 |
+
}
|
checkpoint-21/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0f0cdfcfcf9c095868ff53bbf5aafdf9f6b565f064424c288782d7df820f1204
|
| 3 |
+
size 437975200
|
checkpoint-21/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2774ed1c37de1d81d839f58b486a0922897b03a9872bf9762b737ceca1dff92c
|
| 3 |
+
size 876066554
|
checkpoint-21/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d73d8e207918bc2e9240c9909f6544a26130997c4bfdf9f7404b0130fe9410f8
|
| 3 |
+
size 13990
|
checkpoint-21/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:920472e7d43331d49f9a5d188a9619ca9d755bde39f75d40a2be1bb62c452a5b
|
| 3 |
+
size 1064
|
checkpoint-21/trainer_state.json
ADDED
|
@@ -0,0 +1,207 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.24507267773151398,
|
| 3 |
+
"best_model_checkpoint": "autotrain-aws-bot/checkpoint-21",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 21,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.14,
|
| 13 |
+
"grad_norm": 0.9906547665596008,
|
| 14 |
+
"learning_rate": 1.6666666666666667e-05,
|
| 15 |
+
"loss": 0.6706,
|
| 16 |
+
"step": 1
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.29,
|
| 20 |
+
"grad_norm": 0.8777462840080261,
|
| 21 |
+
"learning_rate": 3.3333333333333335e-05,
|
| 22 |
+
"loss": 0.6796,
|
| 23 |
+
"step": 2
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.43,
|
| 27 |
+
"grad_norm": 1.4442048072814941,
|
| 28 |
+
"learning_rate": 5e-05,
|
| 29 |
+
"loss": 0.6768,
|
| 30 |
+
"step": 3
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.57,
|
| 34 |
+
"grad_norm": 0.9797923564910889,
|
| 35 |
+
"learning_rate": 4.722222222222222e-05,
|
| 36 |
+
"loss": 0.6439,
|
| 37 |
+
"step": 4
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 0.71,
|
| 41 |
+
"grad_norm": 1.10081148147583,
|
| 42 |
+
"learning_rate": 4.4444444444444447e-05,
|
| 43 |
+
"loss": 0.5882,
|
| 44 |
+
"step": 5
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.86,
|
| 48 |
+
"grad_norm": 1.303324818611145,
|
| 49 |
+
"learning_rate": 4.166666666666667e-05,
|
| 50 |
+
"loss": 0.5857,
|
| 51 |
+
"step": 6
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 1.0,
|
| 55 |
+
"grad_norm": 2.0864627361297607,
|
| 56 |
+
"learning_rate": 3.888888888888889e-05,
|
| 57 |
+
"loss": 0.4485,
|
| 58 |
+
"step": 7
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 1.0,
|
| 62 |
+
"eval_accuracy": 0.7692307692307693,
|
| 63 |
+
"eval_auc": 1.0,
|
| 64 |
+
"eval_f1": 0.5714285714285715,
|
| 65 |
+
"eval_loss": 0.5035242438316345,
|
| 66 |
+
"eval_precision": 1.0,
|
| 67 |
+
"eval_recall": 0.4,
|
| 68 |
+
"eval_runtime": 2.7698,
|
| 69 |
+
"eval_samples_per_second": 4.694,
|
| 70 |
+
"eval_steps_per_second": 0.361,
|
| 71 |
+
"step": 7
|
| 72 |
+
},
|
| 73 |
+
{
|
| 74 |
+
"epoch": 1.14,
|
| 75 |
+
"grad_norm": 1.2023175954818726,
|
| 76 |
+
"learning_rate": 3.611111111111111e-05,
|
| 77 |
+
"loss": 0.4929,
|
| 78 |
+
"step": 8
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"epoch": 1.29,
|
| 82 |
+
"grad_norm": 1.3308582305908203,
|
| 83 |
+
"learning_rate": 3.3333333333333335e-05,
|
| 84 |
+
"loss": 0.4956,
|
| 85 |
+
"step": 9
|
| 86 |
+
},
|
| 87 |
+
{
|
| 88 |
+
"epoch": 1.43,
|
| 89 |
+
"grad_norm": 1.4266738891601562,
|
| 90 |
+
"learning_rate": 3.055555555555556e-05,
|
| 91 |
+
"loss": 0.4785,
|
| 92 |
+
"step": 10
|
| 93 |
+
},
|
| 94 |
+
{
|
| 95 |
+
"epoch": 1.57,
|
| 96 |
+
"grad_norm": 1.225010871887207,
|
| 97 |
+
"learning_rate": 2.777777777777778e-05,
|
| 98 |
+
"loss": 0.4103,
|
| 99 |
+
"step": 11
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 1.71,
|
| 103 |
+
"grad_norm": 1.222987413406372,
|
| 104 |
+
"learning_rate": 2.5e-05,
|
| 105 |
+
"loss": 0.3671,
|
| 106 |
+
"step": 12
|
| 107 |
+
},
|
| 108 |
+
{
|
| 109 |
+
"epoch": 1.86,
|
| 110 |
+
"grad_norm": 1.9384844303131104,
|
| 111 |
+
"learning_rate": 2.2222222222222223e-05,
|
| 112 |
+
"loss": 0.374,
|
| 113 |
+
"step": 13
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"epoch": 2.0,
|
| 117 |
+
"grad_norm": 1.558770775794983,
|
| 118 |
+
"learning_rate": 1.9444444444444445e-05,
|
| 119 |
+
"loss": 0.2794,
|
| 120 |
+
"step": 14
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"epoch": 2.0,
|
| 124 |
+
"eval_accuracy": 1.0,
|
| 125 |
+
"eval_auc": 1.0,
|
| 126 |
+
"eval_f1": 1.0,
|
| 127 |
+
"eval_loss": 0.30896323919296265,
|
| 128 |
+
"eval_precision": 1.0,
|
| 129 |
+
"eval_recall": 1.0,
|
| 130 |
+
"eval_runtime": 2.7788,
|
| 131 |
+
"eval_samples_per_second": 4.678,
|
| 132 |
+
"eval_steps_per_second": 0.36,
|
| 133 |
+
"step": 14
|
| 134 |
+
},
|
| 135 |
+
{
|
| 136 |
+
"epoch": 2.14,
|
| 137 |
+
"grad_norm": 1.2155436277389526,
|
| 138 |
+
"learning_rate": 1.6666666666666667e-05,
|
| 139 |
+
"loss": 0.354,
|
| 140 |
+
"step": 15
|
| 141 |
+
},
|
| 142 |
+
{
|
| 143 |
+
"epoch": 2.29,
|
| 144 |
+
"grad_norm": 1.1273193359375,
|
| 145 |
+
"learning_rate": 1.388888888888889e-05,
|
| 146 |
+
"loss": 0.3029,
|
| 147 |
+
"step": 16
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"epoch": 2.43,
|
| 151 |
+
"grad_norm": 2.222987413406372,
|
| 152 |
+
"learning_rate": 1.1111111111111112e-05,
|
| 153 |
+
"loss": 0.3328,
|
| 154 |
+
"step": 17
|
| 155 |
+
},
|
| 156 |
+
{
|
| 157 |
+
"epoch": 2.57,
|
| 158 |
+
"grad_norm": 1.1043330430984497,
|
| 159 |
+
"learning_rate": 8.333333333333334e-06,
|
| 160 |
+
"loss": 0.2863,
|
| 161 |
+
"step": 18
|
| 162 |
+
},
|
| 163 |
+
{
|
| 164 |
+
"epoch": 2.71,
|
| 165 |
+
"grad_norm": 1.2547301054000854,
|
| 166 |
+
"learning_rate": 5.555555555555556e-06,
|
| 167 |
+
"loss": 0.3237,
|
| 168 |
+
"step": 19
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"epoch": 2.86,
|
| 172 |
+
"grad_norm": 1.096131443977356,
|
| 173 |
+
"learning_rate": 2.777777777777778e-06,
|
| 174 |
+
"loss": 0.3023,
|
| 175 |
+
"step": 20
|
| 176 |
+
},
|
| 177 |
+
{
|
| 178 |
+
"epoch": 3.0,
|
| 179 |
+
"grad_norm": 1.4694621562957764,
|
| 180 |
+
"learning_rate": 0.0,
|
| 181 |
+
"loss": 0.2381,
|
| 182 |
+
"step": 21
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"epoch": 3.0,
|
| 186 |
+
"eval_accuracy": 1.0,
|
| 187 |
+
"eval_auc": 1.0,
|
| 188 |
+
"eval_f1": 1.0,
|
| 189 |
+
"eval_loss": 0.24507267773151398,
|
| 190 |
+
"eval_precision": 1.0,
|
| 191 |
+
"eval_recall": 1.0,
|
| 192 |
+
"eval_runtime": 2.9112,
|
| 193 |
+
"eval_samples_per_second": 4.466,
|
| 194 |
+
"eval_steps_per_second": 0.344,
|
| 195 |
+
"step": 21
|
| 196 |
+
}
|
| 197 |
+
],
|
| 198 |
+
"logging_steps": 1,
|
| 199 |
+
"max_steps": 21,
|
| 200 |
+
"num_input_tokens_seen": 0,
|
| 201 |
+
"num_train_epochs": 3,
|
| 202 |
+
"save_steps": 500,
|
| 203 |
+
"total_flos": 9669331284480.0,
|
| 204 |
+
"train_batch_size": 8,
|
| 205 |
+
"trial_name": null,
|
| 206 |
+
"trial_params": null
|
| 207 |
+
}
|
checkpoint-21/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4abb0e7e86a6c687c52659c42c133de3bf36795f7d61d5a8aba43c28f23fd038
|
| 3 |
+
size 4920
|
config.json
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "sentence-transformers/all-mpnet-base-v2",
|
| 3 |
+
"_num_labels": 2,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"MPNetForSequenceClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.1,
|
| 8 |
+
"bos_token_id": 0,
|
| 9 |
+
"eos_token_id": 2,
|
| 10 |
+
"hidden_act": "gelu",
|
| 11 |
+
"hidden_dropout_prob": 0.1,
|
| 12 |
+
"hidden_size": 768,
|
| 13 |
+
"id2label": {
|
| 14 |
+
"0": "cloudwatch",
|
| 15 |
+
"1": "s3"
|
| 16 |
+
},
|
| 17 |
+
"initializer_range": 0.02,
|
| 18 |
+
"intermediate_size": 3072,
|
| 19 |
+
"label2id": {
|
| 20 |
+
"cloudwatch": 0,
|
| 21 |
+
"s3": 1
|
| 22 |
+
},
|
| 23 |
+
"layer_norm_eps": 1e-05,
|
| 24 |
+
"max_position_embeddings": 514,
|
| 25 |
+
"model_type": "mpnet",
|
| 26 |
+
"num_attention_heads": 12,
|
| 27 |
+
"num_hidden_layers": 12,
|
| 28 |
+
"pad_token_id": 1,
|
| 29 |
+
"problem_type": "single_label_classification",
|
| 30 |
+
"relative_attention_num_buckets": 32,
|
| 31 |
+
"torch_dtype": "float32",
|
| 32 |
+
"transformers_version": "4.38.2",
|
| 33 |
+
"vocab_size": 30527
|
| 34 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0f0cdfcfcf9c095868ff53bbf5aafdf9f6b565f064424c288782d7df820f1204
|
| 3 |
+
size 437975200
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"cls_token": {
|
| 10 |
+
"content": "<s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"eos_token": {
|
| 17 |
+
"content": "</s>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"mask_token": {
|
| 24 |
+
"content": "<mask>",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"pad_token": {
|
| 31 |
+
"content": "<pad>",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": false,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
},
|
| 37 |
+
"sep_token": {
|
| 38 |
+
"content": "</s>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": false,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false
|
| 43 |
+
},
|
| 44 |
+
"unk_token": {
|
| 45 |
+
"content": "[UNK]",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": false,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false
|
| 50 |
+
}
|
| 51 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<s>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<pad>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "</s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "<unk>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"104": {
|
| 36 |
+
"content": "[UNK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
},
|
| 43 |
+
"30526": {
|
| 44 |
+
"content": "<mask>",
|
| 45 |
+
"lstrip": true,
|
| 46 |
+
"normalized": false,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": true
|
| 50 |
+
}
|
| 51 |
+
},
|
| 52 |
+
"bos_token": "<s>",
|
| 53 |
+
"clean_up_tokenization_spaces": true,
|
| 54 |
+
"cls_token": "<s>",
|
| 55 |
+
"do_lower_case": true,
|
| 56 |
+
"eos_token": "</s>",
|
| 57 |
+
"mask_token": "<mask>",
|
| 58 |
+
"max_length": 128,
|
| 59 |
+
"model_max_length": 512,
|
| 60 |
+
"pad_to_multiple_of": null,
|
| 61 |
+
"pad_token": "<pad>",
|
| 62 |
+
"pad_token_type_id": 0,
|
| 63 |
+
"padding_side": "right",
|
| 64 |
+
"sep_token": "</s>",
|
| 65 |
+
"stride": 0,
|
| 66 |
+
"strip_accents": null,
|
| 67 |
+
"tokenize_chinese_chars": true,
|
| 68 |
+
"tokenizer_class": "MPNetTokenizer",
|
| 69 |
+
"truncation_side": "right",
|
| 70 |
+
"truncation_strategy": "longest_first",
|
| 71 |
+
"unk_token": "[UNK]"
|
| 72 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4abb0e7e86a6c687c52659c42c133de3bf36795f7d61d5a8aba43c28f23fd038
|
| 3 |
+
size 4920
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "autotrain-aws-bot/autotrain-data",
|
| 3 |
+
"model": "sentence-transformers/all-mpnet-base-v2",
|
| 4 |
+
"lr": 5e-05,
|
| 5 |
+
"epochs": 3,
|
| 6 |
+
"max_seq_length": 128,
|
| 7 |
+
"batch_size": 8,
|
| 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": "autotrain-aws-bot",
|
| 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": "riyaz-31/autotrain-aws-bot",
|
| 27 |
+
"evaluation_strategy": "epoch",
|
| 28 |
+
"username": "riyaz-31",
|
| 29 |
+
"log": "none"
|
| 30 |
+
}
|
vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|