Upload 20 files
Browse files- README.md +35 -1
- checkpoint-330/config.json +38 -0
- checkpoint-330/model.safetensors +3 -0
- checkpoint-330/optimizer.pt +3 -0
- checkpoint-330/rng_state_0.pth +3 -0
- checkpoint-330/rng_state_1.pth +3 -0
- checkpoint-330/rng_state_2.pth +3 -0
- checkpoint-330/rng_state_3.pth +3 -0
- checkpoint-330/scheduler.pt +3 -0
- checkpoint-330/trainer_state.json +360 -0
- checkpoint-330/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 +55 -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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-
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---
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---
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tags:
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- autotrain
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- text-classification
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widget:
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- text: "I love AutoTrain"
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datasets:
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- autotrain-pmf0g-rj8fa/autotrain-data
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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: 0.03381425514817238
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f1_macro: 0.9910410929202866
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f1_micro: 0.9908675799086758
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f1_weighted: 0.9908473335613555
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precision_macro: 0.9909727371947719
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precision_micro: 0.9908675799086758
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precision_weighted: 0.9908883151237302
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recall_macro: 0.9911698494022667
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recall_micro: 0.9908675799086758
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recall_weighted: 0.9908675799086758
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accuracy: 0.9908675799086758
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checkpoint-330/config.json
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{
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"_name_or_path": "distilbert/distilbert-base-uncased",
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"_num_labels": 4,
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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"id2label": {
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"0": "date-based question answering",
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"1": "math",
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"2": "question-answering",
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"3": "summarization"
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},
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"initializer_range": 0.02,
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"label2id": {
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"date-based question answering": 0,
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"math": 1,
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"question-answering": 2,
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"summarization": 3
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"pad_token_id": 0,
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"problem_type": "single_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.38.2",
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"vocab_size": 30522
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}
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checkpoint-330/model.safetensors
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checkpoint-330/optimizer.pt
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checkpoint-330/rng_state_0.pth
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checkpoint-330/rng_state_1.pth
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checkpoint-330/rng_state_2.pth
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checkpoint-330/rng_state_3.pth
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checkpoint-330/scheduler.pt
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checkpoint-330/trainer_state.json
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1 |
+
{
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2 |
+
"data_path": "autotrain-pmf0g-rj8fa/autotrain-data",
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3 |
+
"model": "distilbert/distilbert-base-uncased",
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4 |
+
"lr": 5e-05,
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5 |
+
"epochs": 10,
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6 |
+
"max_seq_length": 128,
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7 |
+
"batch_size": 8,
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8 |
+
"warmup_ratio": 0.1,
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9 |
+
"gradient_accumulation": 1,
|
10 |
+
"optimizer": "adamw_torch",
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11 |
+
"scheduler": "linear",
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12 |
+
"weight_decay": 0.0,
|
13 |
+
"max_grad_norm": 1.0,
|
14 |
+
"seed": 42,
|
15 |
+
"train_split": "train",
|
16 |
+
"valid_split": "validation",
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17 |
+
"text_column": "autotrain_text",
|
18 |
+
"target_column": "autotrain_label",
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19 |
+
"logging_steps": -1,
|
20 |
+
"project_name": "autotrain-pmf0g-rj8fa",
|
21 |
+
"auto_find_batch_size": false,
|
22 |
+
"mixed_precision": "fp16",
|
23 |
+
"save_total_limit": 1,
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24 |
+
"save_strategy": "epoch",
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25 |
+
"push_to_hub": true,
|
26 |
+
"repo_id": "echoctx/autotrain-pmf0g-rj8fa",
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27 |
+
"evaluation_strategy": "epoch",
|
28 |
+
"username": "echoctx",
|
29 |
+
"log": "none"
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30 |
+
}
|
vocab.txt
ADDED
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