training latge t5 comment 2 code done 12/22/2023, 05:25:03
Browse files- README.md +80 -0
- config.json +33 -0
- generation_config.json +8 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +753 -0
- tokenizer_config.json +63 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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| 1 |
+
---
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license: bsd-3-clause
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base_model: Salesforce/codet5p-220m
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tags:
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- generated_from_trainer
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model-index:
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- name: SolCoderFuncs
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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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# SolCoderFuncs
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This model is a fine-tuned version of [Salesforce/codet5p-220m](https://huggingface.co/Salesforce/codet5p-220m) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5510
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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: 0.0001
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- train_batch_size: 37
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- eval_batch_size: 37
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- seed: 100
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- distributed_type: multi-GPU
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- num_devices: 4
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- total_train_batch_size: 148
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- total_eval_batch_size: 148
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 20
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 0.8793 | 1.0 | 3600 | 0.7881 |
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| 0.7622 | 2.0 | 7200 | 0.7190 |
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| 0.7077 | 3.0 | 10800 | 0.6769 |
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| 0.659 | 4.0 | 14400 | 0.6518 |
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| 0.6212 | 5.0 | 18000 | 0.6300 |
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| 0.589 | 6.0 | 21600 | 0.6119 |
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| 0.562 | 7.0 | 25200 | 0.6014 |
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| 0.5361 | 8.0 | 28800 | 0.5905 |
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| 0.5171 | 9.0 | 32400 | 0.5799 |
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| 0.4973 | 10.0 | 36000 | 0.5747 |
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| 0.4772 | 11.0 | 39600 | 0.5666 |
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| 0.4619 | 12.0 | 43200 | 0.5610 |
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| 0.4443 | 13.0 | 46800 | 0.5588 |
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| 0.4335 | 14.0 | 50400 | 0.5571 |
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| 0.4192 | 15.0 | 54000 | 0.5534 |
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| 0.4062 | 16.0 | 57600 | 0.5512 |
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| 0.3977 | 17.0 | 61200 | 0.5513 |
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| 0.3864 | 18.0 | 64800 | 0.5515 |
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| 0.3791 | 19.0 | 68400 | 0.5507 |
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| 0.3718 | 20.0 | 72000 | 0.5510 |
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### Framework versions
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- Transformers 4.33.0
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- Pytorch 2.1.0+cu121
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- Datasets 2.11.0
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- Tokenizers 0.13.3
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config.json
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{
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"_name_or_path": "Salesforce/codet5p-220m",
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"architectures": [
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"T5ForConditionalGeneration"
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],
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"bos_token_id": 1,
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"classifier_dropout": 0.0,
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"d_ff": 3072,
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"d_kv": 64,
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"d_model": 768,
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"decoder_start_token_id": 0,
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"dense_act_fn": "relu",
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"dropout_rate": 0.1,
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"eos_token_id": 2,
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"feed_forward_proj": "relu",
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"initializer_factor": 1.0,
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"is_encoder_decoder": true,
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"is_gated_act": false,
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"layer_norm_epsilon": 1e-06,
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"model_type": "t5",
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"n_positions": 512,
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"num_decoder_layers": 12,
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"num_heads": 12,
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"num_layers": 12,
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"output_past": true,
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"pad_token_id": 0,
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"relative_attention_max_distance": 128,
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"relative_attention_num_buckets": 32,
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"torch_dtype": "float32",
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"transformers_version": "4.33.0",
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"use_cache": true,
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"vocab_size": 32100
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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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"bos_token_id": 1,
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"decoder_start_token_id": 0,
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"eos_token_id": 2,
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"pad_token_id": 0,
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"transformers_version": "4.33.0"
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}
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merges.txt
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The diff for this file is too large to render.
See raw diff
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e69ecf6f2c7fd4885fa39bc8eae8e52a2a05d69034cce7076a058a90bc71da8
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size 891617358
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special_tokens_map.json
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| 1 |
+
{
|
| 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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{
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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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{
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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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| 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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|
| 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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|
| 156 |
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| 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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|
| 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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| 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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|
| 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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| 287 |
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| 288 |
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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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{
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|
| 742 |
+
"normalized": true,
|
| 743 |
+
"rstrip": false,
|
| 744 |
+
"single_word": false
|
| 745 |
+
},
|
| 746 |
+
"unk_token": {
|
| 747 |
+
"content": "<unk>",
|
| 748 |
+
"lstrip": false,
|
| 749 |
+
"normalized": true,
|
| 750 |
+
"rstrip": false,
|
| 751 |
+
"single_word": false
|
| 752 |
+
}
|
| 753 |
+
}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,63 @@
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
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|
|
|
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|
|
|
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|
|
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|
|
|
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|
|
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|
|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"bos_token": {
|
| 4 |
+
"__type": "AddedToken",
|
| 5 |
+
"content": "<s>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": true,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false
|
| 10 |
+
},
|
| 11 |
+
"clean_up_tokenization_spaces": true,
|
| 12 |
+
"cls_token": {
|
| 13 |
+
"__type": "AddedToken",
|
| 14 |
+
"content": "<s>",
|
| 15 |
+
"lstrip": false,
|
| 16 |
+
"normalized": true,
|
| 17 |
+
"rstrip": false,
|
| 18 |
+
"single_word": false
|
| 19 |
+
},
|
| 20 |
+
"eos_token": {
|
| 21 |
+
"__type": "AddedToken",
|
| 22 |
+
"content": "</s>",
|
| 23 |
+
"lstrip": false,
|
| 24 |
+
"normalized": true,
|
| 25 |
+
"rstrip": false,
|
| 26 |
+
"single_word": false
|
| 27 |
+
},
|
| 28 |
+
"errors": "replace",
|
| 29 |
+
"mask_token": {
|
| 30 |
+
"__type": "AddedToken",
|
| 31 |
+
"content": "<mask>",
|
| 32 |
+
"lstrip": true,
|
| 33 |
+
"normalized": true,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
},
|
| 37 |
+
"model_max_length": 512,
|
| 38 |
+
"pad_token": {
|
| 39 |
+
"__type": "AddedToken",
|
| 40 |
+
"content": "<pad>",
|
| 41 |
+
"lstrip": false,
|
| 42 |
+
"normalized": true,
|
| 43 |
+
"rstrip": false,
|
| 44 |
+
"single_word": false
|
| 45 |
+
},
|
| 46 |
+
"sep_token": {
|
| 47 |
+
"__type": "AddedToken",
|
| 48 |
+
"content": "</s>",
|
| 49 |
+
"lstrip": false,
|
| 50 |
+
"normalized": true,
|
| 51 |
+
"rstrip": false,
|
| 52 |
+
"single_word": false
|
| 53 |
+
},
|
| 54 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 55 |
+
"unk_token": {
|
| 56 |
+
"__type": "AddedToken",
|
| 57 |
+
"content": "<unk>",
|
| 58 |
+
"lstrip": false,
|
| 59 |
+
"normalized": true,
|
| 60 |
+
"rstrip": false,
|
| 61 |
+
"single_word": false
|
| 62 |
+
}
|
| 63 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ccd68918ee13c5b8ce0b8e1a99bdc42ff1f52077b384ac5d445488118733acde
|
| 3 |
+
size 4664
|
vocab.json
ADDED
|
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|
|
|