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Browse files- README.md +36 -0
- checkpoint-4868/config.json +49 -0
- checkpoint-4868/model.safetensors +3 -0
- checkpoint-4868/optimizer.pt +3 -0
- checkpoint-4868/rng_state_0.pth +3 -0
- checkpoint-4868/rng_state_1.pth +3 -0
- checkpoint-4868/scheduler.pt +3 -0
- checkpoint-4868/trainer_state.json +1436 -0
- checkpoint-4868/training_args.bin +3 -0
- config.json +49 -0
- model.safetensors +3 -0
- runs/Nov09_12-55-01_986a72b0dbc9/events.out.tfevents.1731156903.986a72b0dbc9.264.0 +2 -2
- runs/Nov09_12-55-01_986a72b0dbc9/events.out.tfevents.1731158250.986a72b0dbc9.264.1 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -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: blanchefort/rubert-base-cased-sentiment-rusentiment
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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: 0.8447948098182678
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f1_macro: 0.4553718605029539
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f1_micro: 0.6726600226035139
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f1_weighted: 0.6379466130531605
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precision_macro: 0.45899933439133933
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precision_micro: 0.6726600226035139
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precision_weighted: 0.6209522612191474
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recall_macro: 0.46565319296380336
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recall_micro: 0.6726600226035139
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recall_weighted: 0.6726600226035139
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accuracy: 0.6726600226035139
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checkpoint-4868/config.json
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{
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"_name_or_path": "blanchefort/rubert-base-cased-sentiment-rusentiment",
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"_num_labels": 5,
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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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"classifier_dropout": null,
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"directionality": "bidi",
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"gradient_checkpointing": false,
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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": "1",
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"1": "2",
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"2": "3",
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"3": "4",
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"4": "5"
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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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"1": 0,
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"2": 1,
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"3": 2,
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"4": 3,
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"5": 4
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"output_past": true,
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"pad_token_id": 0,
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"pooler_fc_size": 768,
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"pooler_num_attention_heads": 12,
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"pooler_num_fc_layers": 3,
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"pooler_size_per_head": 128,
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"pooler_type": "first_token_transform",
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.46.2",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 119547
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}
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checkpoint-4868/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:856c75b4e4d7cbd5406fe7b45c3b9db7660270454819698eacdec43356daf3b7
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size 711452684
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checkpoint-4868/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:51894e5b68368ae3a1dfc03defc8d75642f7919f0253fe31fdf0fe666a806c3c
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size 1423026426
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checkpoint-4868/rng_state_0.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:df9b8c51cd6698ca1bb4cb54d2ae3e809164869f9a35e2bf67520e767c1089b2
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size 14512
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checkpoint-4868/rng_state_1.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:c32b23dc19661ffeb2f4ad1d4916c54c0f8a55e2fb4c33b353fa1a4c6e1f9f2f
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size 14512
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checkpoint-4868/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:bd4ee42fe8ac0c5950347d8e07e30ae74f07df5dd081a8650f613d6aab3322a1
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size 1064
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checkpoint-4868/trainer_state.json
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|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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| 6 |
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|
| 14 |
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|
| 15 |
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| 18 |
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|
| 20 |
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|
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|
| 24 |
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|
| 25 |
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|
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
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|
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|
| 38 |
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|
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|
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|
| 41 |
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|
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|
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"problem_type": "single_label_classification",
|
| 44 |
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|
| 45 |
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|
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|
| 47 |
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|
| 48 |
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|
| 49 |
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model.safetensors
ADDED
|
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size 711452684
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runs/Nov09_12-55-01_986a72b0dbc9/events.out.tfevents.1731156903.986a72b0dbc9.264.0
CHANGED
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runs/Nov09_12-55-01_986a72b0dbc9/events.out.tfevents.1731158250.986a72b0dbc9.264.1
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special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
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|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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| 5 |
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| 6 |
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| 7 |
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tokenizer.json
ADDED
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|
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tokenizer_config.json
ADDED
|
@@ -0,0 +1,57 @@
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|
| 1 |
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| 2 |
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|
| 3 |
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| 4 |
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| 5 |
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| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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"special": true
|
| 42 |
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}
|
| 43 |
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|
| 44 |
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|
| 45 |
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"cls_token": "[CLS]",
|
| 46 |
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|
| 47 |
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|
| 48 |
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"mask_token": "[MASK]",
|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 53 |
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| 54 |
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|
| 55 |
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"tokenizer_class": "BertTokenizer",
|
| 56 |
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"unk_token": "[UNK]"
|
| 57 |
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|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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| 3 |
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training_params.json
ADDED
|
@@ -0,0 +1,30 @@
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
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"data_path": "huawei-data-classification/autotrain-data",
|
| 3 |
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|
| 4 |
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"lr": 5e-05,
|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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"gradient_accumulation": 1,
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| 10 |
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| 11 |
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|
| 12 |
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|
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|
| 14 |
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"seed": 42,
|
| 15 |
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"train_split": "train",
|
| 16 |
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"valid_split": "validation",
|
| 17 |
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"text_column": "autotrain_text",
|
| 18 |
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"target_column": "autotrain_label",
|
| 19 |
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"logging_steps": -1,
|
| 20 |
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"project_name": "huawei-data-classification",
|
| 21 |
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|
| 22 |
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"mixed_precision": "fp16",
|
| 23 |
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"save_total_limit": 1,
|
| 24 |
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"push_to_hub": true,
|
| 25 |
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"eval_strategy": "epoch",
|
| 26 |
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"username": "ivanovsdesign",
|
| 27 |
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"log": "tensorboard",
|
| 28 |
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"early_stopping_patience": 5,
|
| 29 |
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|
| 30 |
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|
vocab.txt
ADDED
|
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|
|
|