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Browse files- README.md +26 -0
- checkpoint-402/config.json +34 -0
- checkpoint-402/model.safetensors +3 -0
- checkpoint-402/optimizer.pt +3 -0
- checkpoint-402/rng_state.pth +3 -0
- checkpoint-402/scheduler.pt +3 -0
- checkpoint-402/trainer_state.json +348 -0
- checkpoint-402/training_args.bin +3 -0
- config.json +34 -0
- model.safetensors +3 -0
- runs/Nov29_00-30-40_r-jeanabbiateci-autotrain-advanced-118ppnho-9397a-j1eit/events.out.tfevents.1732840241.r-jeanabbiateci-autotrain-advanced-118ppnho-9397a-j1eit.143.0 +2 -2
- runs/Nov29_00-30-40_r-jeanabbiateci-autotrain-advanced-118ppnho-9397a-j1eit/events.out.tfevents.1732843514.r-jeanabbiateci-autotrain-advanced-118ppnho-9397a-j1eit.143.1 +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
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---
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tags:
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- autotrain
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- text-classification
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base_model: sentence-transformers/all-mpnet-base-v2
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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: 0.3196659982204437
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f1: 0.9
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precision: 0.8319327731092437
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recall: 0.9801980198019802
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auc: 0.955196775959003
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accuracy: 0.8902743142144638
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checkpoint-402/config.json
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{
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"_name_or_path": "sentence-transformers/all-mpnet-base-v2",
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"_num_labels": 2,
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"architectures": [
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"MPNetForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "0",
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"1": "1"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"0": 0,
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"1": 1
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "mpnet",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"problem_type": "single_label_classification",
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"relative_attention_num_buckets": 32,
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"torch_dtype": "float32",
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"transformers_version": "4.46.2",
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"vocab_size": 30527
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}
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checkpoint-402/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ec6102837735742c5a54639093c458cc08e66f85957da1c873d5cace453f5795
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size 437975200
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checkpoint-402/optimizer.pt
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size 876066554
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checkpoint-402/rng_state.pth
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size 13990
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checkpoint-402/scheduler.pt
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size 1064
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checkpoint-402/trainer_state.json
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"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 sha256:9782c59d9b4aedb65fc6243e1dd990647c0c31be2a5095740576983aad4eadee
|
3 |
+
size 5304
|
training_params.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"data_path": "autotrain-dqwq9-raj8z/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-dqwq9-raj8z",
|
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": "JeanAbbiateci",
|
27 |
+
"log": "tensorboard",
|
28 |
+
"early_stopping_patience": 5,
|
29 |
+
"early_stopping_threshold": 0.01
|
30 |
+
}
|
vocab.txt
ADDED
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|
|