Commit
•
d2a2b69
1
Parent(s):
155e2c1
End of training
Browse files- README.md +102 -0
- adapter_config.json +34 -0
- adapter_model.safetensors +3 -0
- runs/May29_19-13-10_iai/events.out.tfevents.1716984791.iai.195476.0 +3 -0
- runs/May29_19-15-36_iai/events.out.tfevents.1716984937.iai.195993.0 +3 -0
- special_tokens_map.json +55 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +470 -0
- training_args.bin +3 -0
README.md
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+
---
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license: openrail
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library_name: peft
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tags:
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- generated_from_trainer
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base_model: VietAI/envit5-translation
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metrics:
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- bleu
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model-index:
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- name: envit5-MedEV
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# envit5-MedEV
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This model is a fine-tuned version of [VietAI/envit5-translation](https://huggingface.co/VietAI/envit5-translation) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0795
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- Bleu: 16.0497
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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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- learning_rate: 2e-05
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- train_batch_size: 32
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 128
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_steps: 10
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Bleu |
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|:-------------:|:------:|:-----:|:---------------:|:-------:|
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| 33.2165 | 0.1314 | 700 | 0.5906 | 0.0653 |
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| 0.4083 | 0.2628 | 1400 | 0.1096 | 13.8606 |
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| 0.114 | 0.3942 | 2100 | 0.0918 | 14.7674 |
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| 0.1027 | 0.5256 | 2800 | 0.0890 | 14.9410 |
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| 0.0997 | 0.6571 | 3500 | 0.0873 | 15.0741 |
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| 0.0973 | 0.7885 | 4200 | 0.0861 | 15.1717 |
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| 0.0964 | 0.9199 | 4900 | 0.0852 | 15.2362 |
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| 0.0949 | 1.0513 | 5600 | 0.0844 | 15.3131 |
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| 0.0947 | 1.1827 | 6300 | 0.0838 | 15.3815 |
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| 0.0937 | 1.3141 | 7000 | 0.0832 | 15.5075 |
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| 0.0935 | 1.4455 | 7700 | 0.0827 | 15.5932 |
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| 0.092 | 1.5769 | 8400 | 0.0822 | 15.6434 |
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| 0.0924 | 1.7084 | 9100 | 0.0818 | 15.7233 |
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| 0.0915 | 1.8398 | 9800 | 0.0815 | 15.8051 |
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| 0.0915 | 1.9712 | 10500 | 0.0812 | 15.8279 |
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| 0.0906 | 2.1026 | 11200 | 0.0809 | 15.8559 |
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| 0.0904 | 2.2340 | 11900 | 0.0807 | 15.9008 |
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| 0.0908 | 2.3654 | 12600 | 0.0805 | 15.8917 |
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| 0.0904 | 2.4968 | 13300 | 0.0803 | 15.9352 |
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| 0.0895 | 2.6282 | 14000 | 0.0802 | 15.9442 |
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| 0.0896 | 2.7597 | 14700 | 0.0800 | 15.9677 |
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| 0.0894 | 2.8911 | 15400 | 0.0800 | 15.9459 |
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| 0.09 | 3.0225 | 16100 | 0.0799 | 15.9746 |
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| 0.0895 | 3.1539 | 16800 | 0.0798 | 16.0154 |
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| 0.0892 | 3.2853 | 17500 | 0.0797 | 15.9976 |
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| 0.0896 | 3.4167 | 18200 | 0.0797 | 16.0193 |
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| 0.0893 | 3.5481 | 18900 | 0.0796 | 16.0179 |
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| 0.0888 | 3.6795 | 19600 | 0.0796 | 16.0510 |
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| 0.0887 | 3.8110 | 20300 | 0.0796 | 16.0226 |
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| 0.0891 | 3.9424 | 21000 | 0.0796 | 16.0277 |
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| 0.0892 | 4.0738 | 21700 | 0.0796 | 16.0302 |
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| 0.0892 | 4.2052 | 22400 | 0.0795 | 16.0425 |
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| 0.0886 | 4.3366 | 23100 | 0.0795 | 16.0452 |
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| 0.0889 | 4.4680 | 23800 | 0.0795 | 16.0518 |
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| 0.0888 | 4.5994 | 24500 | 0.0795 | 16.0397 |
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| 0.0893 | 4.7308 | 25200 | 0.0795 | 16.0450 |
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| 0.0889 | 4.8623 | 25900 | 0.0795 | 16.0497 |
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| 0.0887 | 4.9937 | 26600 | 0.0795 | 16.0497 |
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### Framework versions
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- PEFT 0.10.0
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- Transformers 4.40.2
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- Pytorch 2.3.0
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- Datasets 2.19.1
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- Tokenizers 0.19.1
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": {
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"base_model_class": "T5ForConditionalGeneration",
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"parent_library": "transformers.models.t5.modeling_t5"
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},
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"base_model_name_or_path": "VietAI/envit5-translation",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 16,
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"lora_dropout": 0.1,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"o",
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"q",
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"v",
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"k"
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],
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"task_type": null,
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:35a21c8398788c4ff1489fc8a48cebf8b77b91cf0b337a5a6986bd0c181440d4
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size 14196208
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runs/May29_19-13-10_iai/events.out.tfevents.1716984791.iai.195476.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:a024bd27833ab77e19ef55ef2cd9876c36d71f1c16b0b60bcff5abeefd0b4b15
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size 5069
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runs/May29_19-15-36_iai/events.out.tfevents.1716984937.iai.195993.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:4ac4ae0df957bc1aee3517e71b5e20d40d16bc6c694f1e82dc2ecf41f5b53f5c
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size 25719
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<extra_id_0>",
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"<extra_id_1>",
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"<extra_id_2>",
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],
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"eos_token": "</s>",
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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 sha256:3b4eda923bbac1726e8fda66254a8783ecc705be5577149ee8c98074efdb5de5
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size 1102207
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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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"0": {
|
| 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 |
+
"special": true
|
| 10 |
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},
|
| 11 |
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"1": {
|
| 12 |
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"content": "</s>",
|
| 13 |
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"lstrip": false,
|
| 14 |
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"normalized": false,
|
| 15 |
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"rstrip": false,
|
| 16 |
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"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
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"2": {
|
| 20 |
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|
| 21 |
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"lstrip": false,
|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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"special": true
|
| 26 |
+
},
|
| 27 |
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"50000": {
|
| 28 |
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"content": "<extra_id_47>",
|
| 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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"special": true
|
| 34 |
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},
|
| 35 |
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"50001": {
|
| 36 |
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"content": "<extra_id_46>",
|
| 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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"50003": {
|
| 52 |
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"content": "<extra_id_44>",
|
| 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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"special": true
|
| 74 |
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|
| 75 |
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|
| 76 |
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"content": "<extra_id_41>",
|
| 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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"special": true
|
| 98 |
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},
|
| 99 |
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"50009": {
|
| 100 |
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"content": "<extra_id_38>",
|
| 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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"special": true
|
| 106 |
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},
|
| 107 |
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"50010": {
|
| 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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|
| 119 |
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|
| 120 |
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|
| 121 |
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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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|
| 127 |
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|
| 128 |
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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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|
| 143 |
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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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"content": "<extra_id_32>",
|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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},
|
| 155 |
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"50016": {
|
| 156 |
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"content": "<extra_id_31>",
|
| 157 |
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|
| 158 |
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|
| 159 |
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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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|
| 170 |
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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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|
| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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"content": "<extra_id_28>",
|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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|
| 185 |
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|
| 186 |
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|
| 187 |
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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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"50021": {
|
| 196 |
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"content": "<extra_id_26>",
|
| 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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"50022": {
|
| 204 |
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"content": "<extra_id_25>",
|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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| 230 |
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| 231 |
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| 232 |
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| 233 |
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| 234 |
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| 235 |
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|
| 236 |
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|
| 237 |
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| 238 |
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| 239 |
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| 240 |
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| 241 |
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| 242 |
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| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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| 247 |
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| 248 |
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| 249 |
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|
| 250 |
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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| 255 |
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| 256 |
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| 257 |
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| 258 |
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| 259 |
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|
| 260 |
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| 261 |
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| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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|
| 278 |
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|
| 279 |
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|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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|
| 284 |
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|
| 285 |
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|
| 286 |
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|
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|
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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|
| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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|
| 301 |
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|
| 302 |
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|
| 303 |
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|
| 304 |
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|
| 305 |
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|
| 306 |
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|
| 307 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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|
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|
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|
| 313 |
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|
| 314 |
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|
| 315 |
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|
| 316 |
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|
| 317 |
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|
| 318 |
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|
| 319 |
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|
| 320 |
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|
| 321 |
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|
| 322 |
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|
| 323 |
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|
| 324 |
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|
| 325 |
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|
| 326 |
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|
| 327 |
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|
| 328 |
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|
| 329 |
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|
| 330 |
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|
| 331 |
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|
| 332 |
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|
| 333 |
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|
| 334 |
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|
| 335 |
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|
| 336 |
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|
| 337 |
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|
| 338 |
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|
| 339 |
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|
| 340 |
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|
| 341 |
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|
| 342 |
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|
| 343 |
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|
| 344 |
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|
| 345 |
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|
| 346 |
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},
|
| 347 |
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|
| 348 |
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|
| 349 |
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|
| 350 |
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|
| 351 |
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|
| 352 |
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|
| 353 |
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|
| 354 |
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},
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| 355 |
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|
| 356 |
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|
| 357 |
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|
| 358 |
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|
| 359 |
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|
| 360 |
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|
| 361 |
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|
| 362 |
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},
|
| 363 |
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|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
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|
| 368 |
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|
| 369 |
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"special": true
|
| 370 |
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},
|
| 371 |
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|
| 372 |
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|
| 373 |
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|
| 374 |
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|
| 375 |
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|
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|
| 377 |
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|
| 378 |
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},
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| 379 |
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|
| 380 |
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|
| 381 |
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|
| 382 |
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|
| 383 |
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|
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|
| 385 |
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|
| 386 |
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},
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| 387 |
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|
| 388 |
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|
| 389 |
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|
| 390 |
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|
| 391 |
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|
| 392 |
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|
| 393 |
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|
| 394 |
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| 395 |
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|
| 396 |
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| 399 |
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|
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|
| 401 |
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|
| 402 |
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| 406 |
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| 410 |
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| 411 |
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| 413 |
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| 445 |
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| 448 |
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| 449 |
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| 451 |
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|
| 453 |
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| 454 |
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| 455 |
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"<extra_id_42>",
|
| 456 |
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|
| 457 |
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"<extra_id_44>",
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| 458 |
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"<extra_id_45>",
|
| 459 |
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"<extra_id_46>",
|
| 460 |
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"<extra_id_47>"
|
| 461 |
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],
|
| 462 |
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"clean_up_tokenization_spaces": true,
|
| 463 |
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"eos_token": "</s>",
|
| 464 |
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|
| 465 |
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"model_max_length": 1000000000000000019884624838656,
|
| 466 |
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"pad_token": "<pad>",
|
| 467 |
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"sp_model_kwargs": {},
|
| 468 |
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"tokenizer_class": "T5Tokenizer",
|
| 469 |
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"unk_token": "<unk>"
|
| 470 |
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}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:82819415d26a651d25b14afbef0e1aa389e80dee6d89b88c7a9f99a43ac0687d
|
| 3 |
+
size 5176
|