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Browse files- README.md +37 -0
- 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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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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version https://git-lfs.github.com/spec/v1
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oid sha256:7b05d2e2cf016ebcfef096093bda1964ca91f544d3e074b6188b3cf95389a4f7
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size 267838720
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checkpoint-330/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f4248f9cfbc4a3e525ef2a48b3cf33c26f088ba52e5edf4ed42ab71a677d51a2
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size 535739578
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checkpoint-330/rng_state_0.pth
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version https://git-lfs.github.com/spec/v1
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size 15024
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checkpoint-330/rng_state_1.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:b07dcd15cd55c2f884a5141e3134f3271902fddcf689142d5bf7b0e5e9b43bfc
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size 15024
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checkpoint-330/rng_state_2.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a80bce123efa5ae2a86ff32d0fc988929f030c3642ab02e6538774164ca3ece
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size 15024
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checkpoint-330/rng_state_3.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:07f62cd2557df01aebc12280d0b47ec89ff26a9ce9f2ae502e2ac4a31dd3134f
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size 15024
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checkpoint-330/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:9db4d17c0f48ef5ee615629c2facabcf91f13efbf974e69768b293f250efeff8
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size 1064
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checkpoint-330/trainer_state.json
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{
|
| 2 |
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"best_metric": 0.03381425514817238,
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| 3 |
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"best_model_checkpoint": "autotrain-pmf0g-rj8fa/checkpoint-330",
|
| 4 |
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"epoch": 6.0,
|
| 5 |
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"eval_steps": 500,
|
| 6 |
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"global_step": 330,
|
| 7 |
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"is_hyper_param_search": false,
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| 8 |
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"is_local_process_zero": true,
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| 9 |
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"is_world_process_zero": true,
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| 10 |
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"log_history": [
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| 11 |
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{
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| 12 |
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"epoch": 0.18,
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| 13 |
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"grad_norm": 1.5416135787963867,
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"learning_rate": 9.090909090909091e-06,
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"loss": 1.3908,
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"step": 10
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},
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{
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"epoch": 0.36,
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"learning_rate": 1.8181818181818182e-05,
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"loss": 1.3651,
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"step": 20
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},
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| 25 |
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{
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"epoch": 0.55,
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"learning_rate": 2.7272727272727273e-05,
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"loss": 1.2519,
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"step": 30
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},
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| 32 |
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{
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"epoch": 0.73,
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"grad_norm": 2.0600032806396484,
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"learning_rate": 3.6363636363636364e-05,
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"loss": 0.9604,
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"step": 40
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},
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{
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"epoch": 0.91,
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"learning_rate": 4.454545454545455e-05,
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"loss": 0.5255,
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"step": 50
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| 45 |
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},
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| 46 |
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{
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| 47 |
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"epoch": 1.0,
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| 48 |
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"eval_accuracy": 0.9748858447488584,
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| 49 |
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"eval_f1_macro": 0.9756765342178342,
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"eval_f1_micro": 0.9748858447488584,
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"eval_f1_weighted": 0.9749751427585824,
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"eval_loss": 0.20833216607570648,
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|
| 33 |
+
"sinusoidal_pos_embds": false,
|
| 34 |
+
"tie_weights_": true,
|
| 35 |
+
"torch_dtype": "float32",
|
| 36 |
+
"transformers_version": "4.38.2",
|
| 37 |
+
"vocab_size": 30522
|
| 38 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7b05d2e2cf016ebcfef096093bda1964ca91f544d3e074b6188b3cf95389a4f7
|
| 3 |
+
size 267838720
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
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| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
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| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
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| 7 |
+
}
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tokenizer.json
ADDED
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tokenizer_config.json
ADDED
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@@ -0,0 +1,55 @@
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| 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_lower_case": true,
|
| 47 |
+
"mask_token": "[MASK]",
|
| 48 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 49 |
+
"pad_token": "[PAD]",
|
| 50 |
+
"sep_token": "[SEP]",
|
| 51 |
+
"strip_accents": null,
|
| 52 |
+
"tokenize_chinese_chars": true,
|
| 53 |
+
"tokenizer_class": "DistilBertTokenizer",
|
| 54 |
+
"unk_token": "[UNK]"
|
| 55 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
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|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:04f553a8a0961210425cec5f73e97d6c4a5dd830d0a0db2a666c690b6a557860
|
| 3 |
+
size 4920
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "autotrain-pmf0g-rj8fa/autotrain-data",
|
| 3 |
+
"model": "distilbert/distilbert-base-uncased",
|
| 4 |
+
"lr": 5e-05,
|
| 5 |
+
"epochs": 10,
|
| 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-pmf0g-rj8fa",
|
| 21 |
+
"auto_find_batch_size": false,
|
| 22 |
+
"mixed_precision": "fp16",
|
| 23 |
+
"save_total_limit": 1,
|
| 24 |
+
"save_strategy": "epoch",
|
| 25 |
+
"push_to_hub": true,
|
| 26 |
+
"repo_id": "echoctx/autotrain-pmf0g-rj8fa",
|
| 27 |
+
"evaluation_strategy": "epoch",
|
| 28 |
+
"username": "echoctx",
|
| 29 |
+
"log": "none"
|
| 30 |
+
}
|
vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|