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Browse files- README.md +27 -0
- checkpoint-1110/config.json +36 -0
- checkpoint-1110/model.safetensors +3 -0
- checkpoint-1110/optimizer.pt +3 -0
- checkpoint-1110/rng_state.pth +3 -0
- checkpoint-1110/scheduler.pt +3 -0
- checkpoint-1110/trainer_state.json +538 -0
- checkpoint-1110/training_args.bin +3 -0
- config.json +36 -0
- model.safetensors +3 -0
- runs/May24_20-36-18_r-trentmkelly-autotrain-advanced-yq4u9ix4-1f629-5aao4/events.out.tfevents.1748118980.r-trentmkelly-autotrain-advanced-yq4u9ix4-1f629-5aao4.75.0 +2 -2
- runs/May24_20-36-18_r-trentmkelly-autotrain-advanced-yq4u9ix4-1f629-5aao4/events.out.tfevents.1748119699.r-trentmkelly-autotrain-advanced-yq4u9ix4-1f629-5aao4.75.1 +3 -0
- special_tokens_map.json +37 -0
- tokenizer.json +0 -0
- tokenizer_config.json +63 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.txt +0 -0
README.md
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---
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library_name: transformers
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tags:
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- autotrain
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- text-classification
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base_model: thenlper/gte-base
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widget:
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- text: "I love AutoTrain"
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---
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# Model Trained Using AutoTrain
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- Problem type: Text Classification
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## Validation Metrics
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loss: 0.02063986472785473
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f1: 0.9955801104972376
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precision: 0.9977851605758582
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recall: 0.9933847850055126
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auc: 0.9997304018220008
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accuracy: 0.9939301972685888
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checkpoint-1110/config.json
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{
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"_name_or_path": "thenlper/gte-base",
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"_num_labels": 2,
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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| 8 |
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"classifier_dropout": null,
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| 9 |
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"gradient_checkpointing": false,
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| 10 |
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"hidden_act": "gelu",
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| 11 |
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"hidden_dropout_prob": 0.1,
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| 12 |
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"hidden_size": 768,
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| 13 |
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"id2label": {
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| 14 |
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"0": "BAD_USER",
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| 15 |
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"1": "GOOD_USER"
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| 16 |
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},
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| 17 |
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"initializer_range": 0.02,
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| 18 |
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"intermediate_size": 3072,
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| 19 |
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"label2id": {
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"BAD_USER": 0,
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"GOOD_USER": 1
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},
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"layer_norm_eps": 1e-12,
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| 24 |
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"max_position_embeddings": 512,
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| 25 |
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"model_type": "bert",
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| 26 |
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"num_attention_heads": 12,
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| 27 |
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"num_hidden_layers": 12,
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| 28 |
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"pad_token_id": 0,
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| 29 |
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"position_embedding_type": "absolute",
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| 30 |
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"problem_type": "single_label_classification",
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| 31 |
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"torch_dtype": "float32",
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| 32 |
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"transformers_version": "4.48.0",
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| 33 |
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"type_vocab_size": 2,
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| 34 |
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"use_cache": true,
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| 35 |
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"vocab_size": 30522
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| 36 |
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}
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checkpoint-1110/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:8e64e2836cc8a08fc5b6840908172fc06359a62ad2c75e712845f8edfd88c8c9
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size 437958648
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checkpoint-1110/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:cfa8eb590b9a8ad12815c6657124f1c99592efa7fa48f12bc6ef779129317958
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size 876038394
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checkpoint-1110/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:3c0131420b5e52f37d69e9b754b7e289f39b40282624765ba4fe9c287f64a4f7
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size 14244
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checkpoint-1110/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1541752f301edb197fbd68dc05deb34840a54339fe8909ffa2b783a0db149eac
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size 1064
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checkpoint-1110/trainer_state.json
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|
| 1 |
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{
|
| 2 |
+
"best_metric": 0.02063986472785473,
|
| 3 |
+
"best_model_checkpoint": "autotrain-roblox-14-w-social-data/checkpoint-1110",
|
| 4 |
+
"epoch": 1.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 1110,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
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"is_local_process_zero": true,
|
| 9 |
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"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.014414414414414415,
|
| 13 |
+
"grad_norm": 1.748003602027893,
|
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| 1 |
+
{
|
| 2 |
+
"data_path": "autotrain-roblox-14-w-social-data/autotrain-data",
|
| 3 |
+
"model": "thenlper/gte-base",
|
| 4 |
+
"lr": 5e-05,
|
| 5 |
+
"epochs": 3,
|
| 6 |
+
"max_seq_length": 256,
|
| 7 |
+
"batch_size": 16,
|
| 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-roblox-14-w-social-data",
|
| 21 |
+
"auto_find_batch_size": false,
|
| 22 |
+
"mixed_precision": "fp16",
|
| 23 |
+
"save_total_limit": 1,
|
| 24 |
+
"push_to_hub": true,
|
| 25 |
+
"eval_strategy": "epoch",
|
| 26 |
+
"username": "trentmkelly",
|
| 27 |
+
"log": "tensorboard",
|
| 28 |
+
"early_stopping_patience": 5,
|
| 29 |
+
"early_stopping_threshold": 0.01
|
| 30 |
+
}
|
vocab.txt
ADDED
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