Upload folder using huggingface_hub
Browse files- README.md +39 -0
- checkpoint-1250/config.json +59 -0
- checkpoint-1250/model.safetensors +3 -0
- checkpoint-1250/optimizer.pt +3 -0
- checkpoint-1250/rng_state.pth +3 -0
- checkpoint-1250/scheduler.pt +3 -0
- checkpoint-1250/trainer_state.json +1306 -0
- checkpoint-1250/training_args.bin +3 -0
- config.json +59 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Mar19_20-59-07_r-spacesedan-longformer-sentiment-analysis-training-l-c848c-35h/events.out.tfevents.1742417949.r-spacesedan-longformer-sentiment-analysis-training-l-c848c-35h.71.0 +2 -2
- runs/Mar19_20-59-07_r-spacesedan-longformer-sentiment-analysis-training-l-c848c-35h/events.out.tfevents.1742421321.r-spacesedan-longformer-sentiment-analysis-training-l-c848c-35h.71.1 +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.json +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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| 7 |
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base_model: allenai/longformer-base-4096
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| 8 |
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widget:
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- text: "I love AutoTrain"
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| 10 |
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datasets:
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- spacesedan/Amazon_Reviews_Sentiment_10K
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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: 1.0463045835494995
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f1_macro: 0.509019730829119
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| 22 |
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f1_micro: 0.5233333333333333
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f1_weighted: 0.516464791683911
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precision_macro: 0.5322711463107999
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precision_micro: 0.5233333333333333
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precision_weighted: 0.5447555045714482
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| 32 |
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| 33 |
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recall_macro: 0.5207324546507
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| 34 |
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recall_micro: 0.5233333333333333
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| 36 |
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recall_weighted: 0.5233333333333333
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accuracy: 0.5233333333333333
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checkpoint-1250/config.json
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{
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| 2 |
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"_name_or_path": "allenai/longformer-base-4096",
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| 3 |
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"_num_labels": 5,
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| 4 |
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"architectures": [
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| 5 |
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"LongformerForSequenceClassification"
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| 6 |
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],
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| 7 |
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"attention_mode": "longformer",
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| 8 |
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"attention_probs_dropout_prob": 0.1,
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| 9 |
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"attention_window": [
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| 10 |
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512,
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| 11 |
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512,
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| 12 |
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512,
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| 13 |
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512,
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512,
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512,
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512,
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512,
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512,
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512,
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| 20 |
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512,
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| 21 |
+
512
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| 22 |
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],
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| 23 |
+
"bos_token_id": 0,
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| 24 |
+
"eos_token_id": 2,
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| 25 |
+
"gradient_checkpointing": false,
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| 26 |
+
"hidden_act": "gelu",
|
| 27 |
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"hidden_dropout_prob": 0.1,
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| 28 |
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"hidden_size": 768,
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| 29 |
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"id2label": {
|
| 30 |
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"0": "very negative",
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| 31 |
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"1": "negative",
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| 32 |
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"2": "neutral",
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| 33 |
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"3": "positive",
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| 34 |
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"4": "very positive"
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| 35 |
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},
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| 36 |
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"ignore_attention_mask": false,
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| 37 |
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"initializer_range": 0.02,
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| 38 |
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"intermediate_size": 3072,
|
| 39 |
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"label2id": {
|
| 40 |
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"negative": 1,
|
| 41 |
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"neutral": 2,
|
| 42 |
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"positive": 3,
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| 43 |
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"very negative": 0,
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| 44 |
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"very positive": 4
|
| 45 |
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},
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| 46 |
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"layer_norm_eps": 1e-05,
|
| 47 |
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"max_position_embeddings": 4098,
|
| 48 |
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"model_type": "longformer",
|
| 49 |
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"num_attention_heads": 12,
|
| 50 |
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"num_hidden_layers": 12,
|
| 51 |
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"onnx_export": false,
|
| 52 |
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"pad_token_id": 1,
|
| 53 |
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"problem_type": "single_label_classification",
|
| 54 |
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"sep_token_id": 2,
|
| 55 |
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"torch_dtype": "float32",
|
| 56 |
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"transformers_version": "4.48.0",
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| 57 |
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"type_vocab_size": 1,
|
| 58 |
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"vocab_size": 50265
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| 59 |
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}
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checkpoint-1250/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:2ea5a2958a9736d967d763abc8f3d7f4a1bebfee2308ff3232a133fdae09f851
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size 594687412
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checkpoint-1250/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:ad0c96183a09d85452ddb4c7a1f516923b5c210a73709dcf2ec969e93ede113c
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| 3 |
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size 1189534778
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checkpoint-1250/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:99a38c0987fd8f1754e2f11f40625624946104dfafd27ef602c27a3834a4cd57
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size 14244
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checkpoint-1250/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:88e1002e9313aa09f72c809ac17507e9e7c74ef6c0260b03690746a5ae7ee4ca
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size 1064
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checkpoint-1250/trainer_state.json
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|
| 1 |
+
{
|
| 2 |
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"best_metric": 1.0463045835494995,
|
| 3 |
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"best_model_checkpoint": "sentiment-analysis-longformer/checkpoint-1250",
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| 4 |
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"epoch": 1.0,
|
| 5 |
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"eval_steps": 500,
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| 6 |
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"global_step": 1250,
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| 7 |
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"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 |
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"log_history": [
|
| 11 |
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{
|
| 12 |
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"epoch": 0.0056,
|
| 13 |
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"grad_norm": 4.3044047355651855,
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| 14 |
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"learning_rate": 8.000000000000001e-07,
|
| 15 |
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"loss": 1.6185,
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| 16 |
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"step": 7
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| 17 |
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},
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| 18 |
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{
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| 19 |
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"epoch": 0.0112,
|
| 20 |
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"grad_norm": 4.809700965881348,
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| 21 |
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"learning_rate": 1.7333333333333334e-06,
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| 22 |
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"loss": 1.6057,
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| 23 |
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"step": 14
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| 24 |
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},
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| 25 |
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{
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| 26 |
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|
| 27 |
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| 28 |
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| 29 |
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"loss": 1.6137,
|
| 30 |
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"step": 21
|
| 31 |
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| 20 |
+
"project_name": "sentiment-analysis-longformer",
|
| 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": "spacesedan",
|
| 27 |
+
"log": "tensorboard",
|
| 28 |
+
"early_stopping_patience": 5,
|
| 29 |
+
"early_stopping_threshold": 0.01
|
| 30 |
+
}
|
vocab.json
ADDED
|
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|
|
|