Commit
•
e276509
1
Parent(s):
9b4ab4e
Training complete
Browse files- README.md +92 -0
- added_tokens.json +3 -0
- config.json +62 -0
- generation_config.json +6 -0
- model.safetensors +3 -0
- special_tokens_map.json +125 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +952 -0
- training_args.bin +3 -0
README.md
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---
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license: apache-2.0
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base_model: RMWeerasinghe/t5-small-finetuned-govReport-3072
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tags:
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- Summarization
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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: t5-small-govReport-boardpapers-3072
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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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# t5-small-govReport-boardpapers-3072
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This model is a fine-tuned version of [RMWeerasinghe/t5-small-finetuned-govReport-3072](https://huggingface.co/RMWeerasinghe/t5-small-finetuned-govReport-3072) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.6701
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- Rouge1: 0.0443
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- Rouge2: 0.0194
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- Rougel: 0.0382
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- Rougelsum: 0.0443
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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: 4e-05
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- train_batch_size: 4
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- eval_batch_size: 4
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- seed: 42
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 32
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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: 40
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|
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| No log | 0.67 | 1 | 3.9496 | 0.0584 | 0.0214 | 0.0482 | 0.0572 |
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| No log | 2.0 | 3 | 3.9252 | 0.0562 | 0.0223 | 0.0463 | 0.0562 |
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| No log | 2.67 | 4 | 3.9121 | 0.0597 | 0.0223 | 0.0485 | 0.0596 |
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| No log | 4.0 | 6 | 3.8880 | 0.0597 | 0.0223 | 0.0485 | 0.0596 |
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| No log | 4.67 | 7 | 3.8755 | 0.0597 | 0.0223 | 0.0485 | 0.0596 |
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| No log | 6.0 | 9 | 3.8506 | 0.0597 | 0.0223 | 0.0485 | 0.0596 |
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| No log | 6.67 | 10 | 3.8395 | 0.0553 | 0.0197 | 0.0441 | 0.0541 |
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| No log | 8.0 | 12 | 3.8172 | 0.0582 | 0.0262 | 0.049 | 0.057 |
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| No log | 8.67 | 13 | 3.8065 | 0.0582 | 0.0262 | 0.049 | 0.057 |
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| No log | 10.0 | 15 | 3.7862 | 0.0582 | 0.0257 | 0.049 | 0.057 |
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| No log | 10.67 | 16 | 3.7769 | 0.057 | 0.0262 | 0.049 | 0.0556 |
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| No log | 12.0 | 18 | 3.7599 | 0.0577 | 0.0294 | 0.0495 | 0.0575 |
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| No log | 12.67 | 19 | 3.7522 | 0.0487 | 0.0174 | 0.042 | 0.0474 |
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| 4.3528 | 14.0 | 21 | 3.7378 | 0.048 | 0.0155 | 0.0406 | 0.0461 |
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| 4.3528 | 14.67 | 22 | 3.7310 | 0.0536 | 0.0206 | 0.0421 | 0.0511 |
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| 4.3528 | 16.0 | 24 | 3.7187 | 0.048 | 0.017 | 0.0394 | 0.0448 |
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| 4.3528 | 16.67 | 25 | 3.7132 | 0.043 | 0.017 | 0.0374 | 0.041 |
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| 4.3528 | 18.0 | 27 | 3.7031 | 0.043 | 0.017 | 0.0374 | 0.041 |
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| 4.3528 | 18.67 | 28 | 3.6985 | 0.043 | 0.017 | 0.0374 | 0.041 |
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| 4.3528 | 20.0 | 30 | 3.6905 | 0.043 | 0.017 | 0.0374 | 0.041 |
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| 4.3528 | 20.67 | 31 | 3.6869 | 0.043 | 0.017 | 0.0374 | 0.041 |
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| 4.3528 | 22.0 | 33 | 3.6807 | 0.0442 | 0.0194 | 0.0381 | 0.0423 |
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| 4.3528 | 22.67 | 34 | 3.6781 | 0.0442 | 0.0194 | 0.0381 | 0.0423 |
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| 4.3528 | 24.0 | 36 | 3.6740 | 0.0442 | 0.0194 | 0.0381 | 0.0423 |
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| 4.3528 | 24.67 | 37 | 3.6725 | 0.0442 | 0.0194 | 0.0381 | 0.0423 |
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| 4.3528 | 26.0 | 39 | 3.6705 | 0.0443 | 0.0194 | 0.0382 | 0.0443 |
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| 4.0602 | 26.67 | 40 | 3.6701 | 0.0443 | 0.0194 | 0.0382 | 0.0443 |
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### Framework versions
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- Transformers 4.37.0
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- Pytorch 2.1.2
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- Datasets 2.17.0
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- Tokenizers 0.15.1
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added_tokens.json
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{
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"[PAD]": 32100
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}
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config.json
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{
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"_name_or_path": "RMWeerasinghe/t5-small-finetuned-govReport-3072",
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"architectures": [
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"T5ForConditionalGeneration"
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],
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"classifier_dropout": 0.0,
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"d_ff": 2048,
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"d_kv": 64,
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"d_model": 512,
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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": 1,
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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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"max_position_embeddings": 3072,
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"model_type": "t5",
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"n_positions": 512,
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"num_decoder_layers": 6,
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"num_heads": 8,
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"num_layers": 6,
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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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"task_specific_params": {
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"summarization": {
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"early_stopping": true,
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"length_penalty": 2.0,
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"max_length": 200,
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"min_length": 30,
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"no_repeat_ngram_size": 3,
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"num_beams": 4,
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"prefix": "summarize: "
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},
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"translation_en_to_de": {
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"early_stopping": true,
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"max_length": 300,
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"num_beams": 4,
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"prefix": "translate English to German: "
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},
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"translation_en_to_fr": {
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"early_stopping": true,
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"max_length": 300,
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"num_beams": 4,
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"prefix": "translate English to French: "
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},
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"translation_en_to_ro": {
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"early_stopping": true,
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"max_length": 300,
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"num_beams": 4,
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"prefix": "translate English to Romanian: "
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.37.0",
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"use_cache": true,
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"vocab_size": 32128
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}
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generation_config.json
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{
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.37.0"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ecabd4c8b5cd7d345e791362065d972a4a6aa74e535991545da0a6dd6d60dd42
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size 242041896
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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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"<extra_id_3>",
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"<extra_id_4>",
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"<extra_id_5>",
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"<extra_id_6>",
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"<extra_id_7>",
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"<extra_id_8>",
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"<extra_id_9>",
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"<extra_id_10>",
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"<extra_id_11>",
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"<extra_id_12>",
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"<extra_id_13>",
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"<extra_id_14>",
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"<extra_id_15>",
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"<extra_id_16>",
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"<extra_id_17>",
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"<extra_id_18>",
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"<extra_id_19>",
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"<extra_id_20>",
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"<extra_id_21>",
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"<extra_id_22>",
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"<extra_id_23>",
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"<extra_id_29>",
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"<extra_id_30>",
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"<extra_id_31>",
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"<extra_id_32>",
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"<extra_id_33>",
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"<extra_id_34>",
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"<extra_id_35>",
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"<extra_id_38>",
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"<extra_id_39>",
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"<extra_id_40>",
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"<extra_id_41>",
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"<extra_id_42>",
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"<extra_id_43>",
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"<extra_id_44>",
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"<extra_id_45>",
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| 49 |
+
"<extra_id_46>",
|
| 50 |
+
"<extra_id_47>",
|
| 51 |
+
"<extra_id_48>",
|
| 52 |
+
"<extra_id_49>",
|
| 53 |
+
"<extra_id_50>",
|
| 54 |
+
"<extra_id_51>",
|
| 55 |
+
"<extra_id_52>",
|
| 56 |
+
"<extra_id_53>",
|
| 57 |
+
"<extra_id_54>",
|
| 58 |
+
"<extra_id_55>",
|
| 59 |
+
"<extra_id_56>",
|
| 60 |
+
"<extra_id_57>",
|
| 61 |
+
"<extra_id_58>",
|
| 62 |
+
"<extra_id_59>",
|
| 63 |
+
"<extra_id_60>",
|
| 64 |
+
"<extra_id_61>",
|
| 65 |
+
"<extra_id_62>",
|
| 66 |
+
"<extra_id_63>",
|
| 67 |
+
"<extra_id_64>",
|
| 68 |
+
"<extra_id_65>",
|
| 69 |
+
"<extra_id_66>",
|
| 70 |
+
"<extra_id_67>",
|
| 71 |
+
"<extra_id_68>",
|
| 72 |
+
"<extra_id_69>",
|
| 73 |
+
"<extra_id_70>",
|
| 74 |
+
"<extra_id_71>",
|
| 75 |
+
"<extra_id_72>",
|
| 76 |
+
"<extra_id_73>",
|
| 77 |
+
"<extra_id_74>",
|
| 78 |
+
"<extra_id_75>",
|
| 79 |
+
"<extra_id_76>",
|
| 80 |
+
"<extra_id_77>",
|
| 81 |
+
"<extra_id_78>",
|
| 82 |
+
"<extra_id_79>",
|
| 83 |
+
"<extra_id_80>",
|
| 84 |
+
"<extra_id_81>",
|
| 85 |
+
"<extra_id_82>",
|
| 86 |
+
"<extra_id_83>",
|
| 87 |
+
"<extra_id_84>",
|
| 88 |
+
"<extra_id_85>",
|
| 89 |
+
"<extra_id_86>",
|
| 90 |
+
"<extra_id_87>",
|
| 91 |
+
"<extra_id_88>",
|
| 92 |
+
"<extra_id_89>",
|
| 93 |
+
"<extra_id_90>",
|
| 94 |
+
"<extra_id_91>",
|
| 95 |
+
"<extra_id_92>",
|
| 96 |
+
"<extra_id_93>",
|
| 97 |
+
"<extra_id_94>",
|
| 98 |
+
"<extra_id_95>",
|
| 99 |
+
"<extra_id_96>",
|
| 100 |
+
"<extra_id_97>",
|
| 101 |
+
"<extra_id_98>",
|
| 102 |
+
"<extra_id_99>"
|
| 103 |
+
],
|
| 104 |
+
"eos_token": {
|
| 105 |
+
"content": "</s>",
|
| 106 |
+
"lstrip": false,
|
| 107 |
+
"normalized": false,
|
| 108 |
+
"rstrip": false,
|
| 109 |
+
"single_word": false
|
| 110 |
+
},
|
| 111 |
+
"pad_token": {
|
| 112 |
+
"content": "[PAD]",
|
| 113 |
+
"lstrip": false,
|
| 114 |
+
"normalized": false,
|
| 115 |
+
"rstrip": false,
|
| 116 |
+
"single_word": false
|
| 117 |
+
},
|
| 118 |
+
"unk_token": {
|
| 119 |
+
"content": "<unk>",
|
| 120 |
+
"lstrip": false,
|
| 121 |
+
"normalized": false,
|
| 122 |
+
"rstrip": false,
|
| 123 |
+
"single_word": false
|
| 124 |
+
}
|
| 125 |
+
}
|
spiece.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86
|
| 3 |
+
size 791656
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,952 @@
|
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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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| 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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| 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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| 233 |
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| 234 |
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| 243 |
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| 244 |
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| 275 |
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| 281 |
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| 282 |
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| 283 |
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| 284 |
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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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|
| 777 |
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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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| 936 |
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|
| 937 |
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|
| 939 |
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|
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|
| 949 |
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|
| 950 |
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"truncation_strategy": "longest_first",
|
| 951 |
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"unk_token": "<unk>"
|
| 952 |
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}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8fb5182ac8f686070c9179792bff402d88857ba055931a4756b305431522e807
|
| 3 |
+
size 4856
|