Training in progress epoch 0
Browse files- README.md +61 -0
- added_tokens.json +7 -0
- config.json +32 -0
- generation_config.json +8 -0
- special_tokens_map.json +138 -0
- spiece.model +3 -0
- tf_model.h5 +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1002 -0
README.md
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---
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library_name: transformers
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license: apache-2.0
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base_model: thonyyy/pegasus_indonesian_base-finetune
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tags:
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- generated_from_keras_callback
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model-index:
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- name: arthd24/pegasus_informative_tuned_10k
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results: []
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---
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<!-- This model card has been generated automatically according to the information Keras had access to. You should
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probably proofread and complete it, then remove this comment. -->
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# arthd24/pegasus_informative_tuned_10k
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This model is a fine-tuned version of [thonyyy/pegasus_indonesian_base-finetune](https://huggingface.co/thonyyy/pegasus_indonesian_base-finetune) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 1.4937
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- Validation Loss: 1.3131
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- Train Rouge1: 0.4981
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- Train Rouge2: 0.3507
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- Train Rougel: 0.4661
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- Train Rougelsum: 0.4663
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- Train Bertscore F1: 0.7987
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- Train Gen Len: 17.8158
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- Epoch: 0
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
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- training_precision: float32
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### Training results
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| Train Loss | Validation Loss | Train Rouge1 | Train Rouge2 | Train Rougel | Train Rougelsum | Train Bertscore F1 | Train Gen Len | Epoch |
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|:----------:|:---------------:|:------------:|:------------:|:------------:|:---------------:|:------------------:|:-------------:|:-----:|
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| 1.4937 | 1.3131 | 0.4981 | 0.3507 | 0.4661 | 0.4663 | 0.7987 | 17.8158 | 0 |
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### Framework versions
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- Transformers 4.46.2
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- TensorFlow 2.16.1
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- Datasets 3.1.0
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- Tokenizers 0.20.0
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added_tokens.json
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{
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"<ARTICLE>": 32106,
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"<KEYPHRASES>": 32105,
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"<TITLE>": 32104,
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"<sep>": 32107,
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"<unk>": 32103
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}
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config.json
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{
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"_name_or_path": "thonyyy/pegasus_indonesian_base-finetune",
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"activation_dropout": 0.0,
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"activation_function": "gelu",
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"architectures": [
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"PegasusForConditionalGeneration"
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],
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"attention_dropout": 0.0,
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"d_model": 512,
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"decoder_attention_heads": 8,
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"decoder_ffn_dim": 3072,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 12,
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"decoder_start_token_id": 0,
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"dropout": 0.15,
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"encoder_attention_heads": 8,
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"encoder_ffn_dim": 3072,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 12,
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"eos_token_id": 1,
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"forced_eos_token_id": 1,
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"max_position_embeddings": 1024,
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"model_type": "pegasus",
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"scale_embedding": false,
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"transformers_version": "4.46.2",
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"use_cache": true,
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"vocab_size": 32108
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}
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generation_config.json
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{
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"_from_model_config": true,
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"forced_eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.46.2"
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}
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<mask_1>",
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"<unk_2>",
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"<unk_3>",
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"<unk_102>",
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{
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"content": "<TITLE>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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{
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"content": "<KEYPHRASES>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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{
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"content": "<ARTICLE>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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{
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"content": "<sep>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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],
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| 134 |
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"eos_token": "</s>",
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"mask_token": "<mask_2>",
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"pad_token": "<pad>",
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"unk_token": "<unk>"
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}
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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:fabe0df9917d60b155fcc83c4f080d353bce4002f5a460cf280baf6741430352
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size 821510
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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:aa3424bde3f1f8e6100c09644f983a5342f7d82792db73cec3e204957e10a006
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size 524516480
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tokenizer.json
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tokenizer_config.json
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|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 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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|
| 42 |
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| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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|
| 73 |
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|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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|
| 79 |
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|
| 80 |
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|
| 81 |
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|
| 82 |
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|
| 83 |
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|
| 84 |
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|
| 85 |
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| 86 |
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| 87 |
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| 88 |
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| 89 |
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| 90 |
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| 91 |
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|
| 92 |
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| 93 |
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| 94 |
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| 95 |
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| 96 |
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|
| 97 |
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|
| 98 |
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| 99 |
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|
| 100 |
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| 101 |
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| 102 |
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| 103 |
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| 104 |
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|
| 105 |
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|
| 106 |
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| 107 |
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|
| 108 |
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| 109 |
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| 110 |
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| 111 |
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| 112 |
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|
| 113 |
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| 114 |
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| 115 |
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|
| 116 |
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| 117 |
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| 118 |
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| 122 |
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| 123 |
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|
| 124 |
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| 125 |
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| 126 |
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| 129 |
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| 130 |
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| 131 |
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| 132 |
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| 133 |
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| 134 |
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| 135 |
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| 136 |
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| 137 |
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| 138 |
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| 139 |
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|
| 140 |
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| 141 |
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| 142 |
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| 144 |
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|
| 145 |
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| 146 |
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| 147 |
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|
| 148 |
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| 149 |
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| 150 |
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| 154 |
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| 155 |
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| 156 |
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| 157 |
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| 158 |
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| 160 |
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| 161 |
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| 162 |
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| 163 |
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| 164 |
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| 165 |
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| 166 |
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| 167 |
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| 168 |
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| 169 |
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| 171 |
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| 172 |
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| 173 |
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| 174 |
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| 175 |
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| 176 |
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| 178 |
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| 180 |
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| 181 |
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| 182 |
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| 188 |
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| 189 |
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| 190 |
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| 191 |
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| 192 |
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|
| 193 |
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| 194 |
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| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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| 199 |
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| 200 |
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| 201 |
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| 202 |
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| 203 |
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| 204 |
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| 205 |
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| 206 |
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| 207 |
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| 213 |
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| 214 |
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| 221 |
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| 222 |
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| 226 |
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|
| 228 |
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|
| 229 |
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| 230 |
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| 293 |
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| 294 |
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| 310 |
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| 322 |
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| 326 |
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| 334 |
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| 859 |
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"32105": {
|
| 860 |
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|
| 861 |
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| 862 |
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| 863 |
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| 864 |
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| 865 |
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|
| 866 |
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},
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| 867 |
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"32106": {
|
| 868 |
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"content": "<ARTICLE>",
|
| 869 |
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| 870 |
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| 871 |
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| 872 |
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|
| 873 |
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|
| 874 |
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},
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| 875 |
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|
| 876 |
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"content": "<sep>",
|
| 877 |
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| 878 |
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| 879 |
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| 880 |
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|
| 881 |
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"special": true
|
| 882 |
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}
|
| 883 |
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},
|
| 884 |
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|
| 885 |
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"<mask_1>",
|
| 886 |
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| 887 |
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| 888 |
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| 889 |
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| 890 |
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| 891 |
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| 892 |
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| 893 |
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| 894 |
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| 895 |
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| 896 |
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| 897 |
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| 898 |
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| 899 |
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| 900 |
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| 902 |
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| 903 |
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| 904 |
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| 905 |
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| 906 |
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| 907 |
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| 908 |
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| 909 |
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|
| 910 |
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|
| 911 |
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|
| 912 |
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|
| 913 |
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|
| 914 |
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|
| 915 |
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|
| 916 |
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|
| 917 |
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|
| 918 |
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|
| 919 |
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|
| 920 |
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|
| 921 |
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|
| 922 |
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|
| 923 |
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|
| 924 |
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|
| 925 |
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|
| 926 |
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|
| 927 |
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|
| 928 |
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|
| 929 |
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|
| 930 |
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|
| 931 |
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|
| 932 |
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|
| 933 |
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|
| 934 |
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|
| 935 |
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|
| 936 |
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|
| 937 |
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|
| 938 |
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|
| 939 |
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|
| 940 |
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|
| 941 |
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|
| 942 |
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|
| 943 |
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|
| 944 |
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|
| 945 |
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|
| 946 |
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|
| 947 |
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|
| 948 |
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|
| 949 |
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|
| 950 |
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|
| 951 |
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|
| 952 |
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|
| 953 |
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|
| 954 |
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|
| 955 |
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|
| 956 |
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|
| 957 |
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|
| 958 |
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| 959 |
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| 960 |
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| 961 |
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| 962 |
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| 963 |
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| 964 |
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| 965 |
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| 966 |
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| 967 |
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| 968 |
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| 969 |
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| 970 |
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| 971 |
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| 972 |
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| 973 |
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| 974 |
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| 975 |
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| 976 |
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| 977 |
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|
| 978 |
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| 979 |
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| 980 |
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| 981 |
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| 982 |
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| 983 |
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| 984 |
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|
| 985 |
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|
| 986 |
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|
| 987 |
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"<TITLE>",
|
| 988 |
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"<KEYPHRASES>",
|
| 989 |
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"<ARTICLE>",
|
| 990 |
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"<sep>"
|
| 991 |
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],
|
| 992 |
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|
| 993 |
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|
| 994 |
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|
| 995 |
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|
| 996 |
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|
| 997 |
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|
| 998 |
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|
| 999 |
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|
| 1000 |
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|
| 1001 |
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"unk_token": "<unk>"
|
| 1002 |
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}
|