Commit
•
0510100
1
Parent(s):
53890b1
End of training
Browse files- README.md +56 -0
- config.json +124 -0
- generation_config.json +11 -0
- model.safetensors +3 -0
- special_tokens_map.json +110 -0
- spiece.model +3 -0
- tokenizer_config.json +967 -0
- training_args.bin +3 -0
README.md
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---
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base_model: google/pegasus-large
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tags:
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- generated_from_trainer
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datasets:
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- wcep-10
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model-index:
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- name: thesis-pegasus-finetuned-wcep-500
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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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# thesis-pegasus-finetuned-wcep-500
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This model is a fine-tuned version of [google/pegasus-large](https://huggingface.co/google/pegasus-large) on the wcep-10 dataset.
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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: 2
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- eval_batch_size: 2
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- seed: 42
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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: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
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| No log | 1.0 | 256 | 1.7937 | 28.0701 | 11.0071 | 21.0464 | 22.0484 | 95.9873 |
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### Framework versions
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- Transformers 4.39.3
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- Pytorch 2.1.2
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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config.json
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{
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"_name_or_path": "google/pegasus-large",
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"activation_dropout": 0.1,
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"activation_function": "relu",
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"add_bias_logits": false,
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"add_final_layer_norm": true,
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"architectures": [
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"PegasusForConditionalGeneration"
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],
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"attention_dropout": 0.1,
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"bos_token_id": 0,
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"classif_dropout": 0.0,
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"classifier_dropout": 0.0,
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"d_model": 1024,
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"decoder_attention_heads": 16,
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"decoder_ffn_dim": 4096,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 16,
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"decoder_start_token_id": 0,
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"dropout": 0.1,
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"encoder_attention_heads": 16,
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"encoder_ffn_dim": 4096,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 16,
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"eos_token_id": 1,
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"extra_pos_embeddings": 1,
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"force_bos_token_to_be_generated": false,
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"forced_eos_token_id": 1,
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"gradient_checkpointing": false,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2"
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},
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2
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},
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"length_penalty": 0.8,
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"max_length": 256,
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"max_position_embeddings": 1024,
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"model_type": "pegasus",
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"normalize_before": true,
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"normalize_embedding": false,
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"num_beams": 8,
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"num_hidden_layers": 16,
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"pad_token_id": 0,
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"scale_embedding": true,
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"static_position_embeddings": true,
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"task_specific_params": {
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"summarization_aeslc": {
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"length_penalty": 0.6,
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"max_length": 32,
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"max_position_embeddings": 512
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},
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"summarization_arxiv": {
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"length_penalty": 0.8,
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"max_length": 256,
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"max_position_embeddings": 1024
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},
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"summarization_big_patent": {
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"length_penalty": 0.7,
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"max_length": 256,
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"max_position_embeddings": 1024
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},
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"summarization_billsum": {
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"length_penalty": 0.6,
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"max_length": 256,
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"max_position_embeddings": 1024
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},
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"summarization_cnn_dailymail": {
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"length_penalty": 0.8,
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"max_length": 128,
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"max_position_embeddings": 1024
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},
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"summarization_gigaword": {
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"length_penalty": 0.6,
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"max_length": 32,
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"max_position_embeddings": 128
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},
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"summarization_large": {
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"length_penalty": 0.8,
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"max_length": 256,
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"max_position_embeddings": 1024
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},
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"summarization_multi_news": {
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"length_penalty": 0.8,
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"max_length": 256,
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"max_position_embeddings": 1024
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},
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"summarization_newsroom": {
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"length_penalty": 0.8,
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"max_length": 128,
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"max_position_embeddings": 512
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},
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"summarization_pubmed": {
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"length_penalty": 0.8,
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"max_length": 256,
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"max_position_embeddings": 1024
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},
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"summarization_reddit_tifu": {
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"length_penalty": 0.6,
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"max_length": 128,
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"max_position_embeddings": 512
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},
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"summarization_wikihow": {
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"length_penalty": 0.6,
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"max_length": 256,
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"max_position_embeddings": 512
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},
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"summarization_xsum": {
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"length_penalty": 0.8,
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"max_length": 64,
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"max_position_embeddings": 512
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.39.3",
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"use_cache": true,
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"vocab_size": 96103
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}
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generation_config.json
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{
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"bos_token_id": 0,
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"forced_eos_token_id": 1,
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"length_penalty": 0.8,
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"max_length": 256,
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"num_beams": 8,
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"pad_token_id": 0,
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"transformers_version": "4.39.3"
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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 sha256:55c773ffa6952ff7963762e4d2eb98956df279e27f29228bdd1fd9e76eda7ede
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size 2283652852
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<mask_1>",
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"<unk_2>",
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"<unk_3>",
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"<unk_4>",
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"<unk_10>",
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"<unk_14>",
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"<unk_15>",
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"<unk_17>",
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"<unk_24>",
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"<unk_25>",
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"<unk_26>",
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"<unk_27>",
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"<unk_28>",
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"<unk_29>",
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"<unk_30>",
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"<unk_34>",
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"<unk_35>",
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"<unk_36>",
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"<unk_37>",
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"<unk_38>",
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"<unk_39>",
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"<unk_40>",
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"<unk_41>",
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"<unk_42>",
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"<unk_43>",
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"<unk_45>",
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"<unk_46>",
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"<unk_47>",
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"<unk_48>",
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"<unk_49>",
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"<unk_50>",
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"<unk_51>",
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"<unk_52>",
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"<unk_53>",
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"<unk_54>",
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"<unk_55>",
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"<unk_56>",
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+
"<unk_57>",
|
| 60 |
+
"<unk_58>",
|
| 61 |
+
"<unk_59>",
|
| 62 |
+
"<unk_60>",
|
| 63 |
+
"<unk_61>",
|
| 64 |
+
"<unk_62>",
|
| 65 |
+
"<unk_63>",
|
| 66 |
+
"<unk_64>",
|
| 67 |
+
"<unk_65>",
|
| 68 |
+
"<unk_66>",
|
| 69 |
+
"<unk_67>",
|
| 70 |
+
"<unk_68>",
|
| 71 |
+
"<unk_69>",
|
| 72 |
+
"<unk_70>",
|
| 73 |
+
"<unk_71>",
|
| 74 |
+
"<unk_72>",
|
| 75 |
+
"<unk_73>",
|
| 76 |
+
"<unk_74>",
|
| 77 |
+
"<unk_75>",
|
| 78 |
+
"<unk_76>",
|
| 79 |
+
"<unk_77>",
|
| 80 |
+
"<unk_78>",
|
| 81 |
+
"<unk_79>",
|
| 82 |
+
"<unk_80>",
|
| 83 |
+
"<unk_81>",
|
| 84 |
+
"<unk_82>",
|
| 85 |
+
"<unk_83>",
|
| 86 |
+
"<unk_84>",
|
| 87 |
+
"<unk_85>",
|
| 88 |
+
"<unk_86>",
|
| 89 |
+
"<unk_87>",
|
| 90 |
+
"<unk_88>",
|
| 91 |
+
"<unk_89>",
|
| 92 |
+
"<unk_90>",
|
| 93 |
+
"<unk_91>",
|
| 94 |
+
"<unk_92>",
|
| 95 |
+
"<unk_93>",
|
| 96 |
+
"<unk_94>",
|
| 97 |
+
"<unk_95>",
|
| 98 |
+
"<unk_96>",
|
| 99 |
+
"<unk_97>",
|
| 100 |
+
"<unk_98>",
|
| 101 |
+
"<unk_99>",
|
| 102 |
+
"<unk_100>",
|
| 103 |
+
"<unk_101>",
|
| 104 |
+
"<unk_102>"
|
| 105 |
+
],
|
| 106 |
+
"eos_token": "</s>",
|
| 107 |
+
"mask_token": "<mask_2>",
|
| 108 |
+
"pad_token": "<pad>",
|
| 109 |
+
"unk_token": "<unk>"
|
| 110 |
+
}
|
spiece.model
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0015189ef36359283fec8b93cf6d9ce51bca37eb1101defc68a53b394913b96c
|
| 3 |
+
size 1912529
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,967 @@
|
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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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|
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|
|
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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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| 88 |
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| 89 |
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| 90 |
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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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| 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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| 116 |
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| 117 |
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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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| 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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| 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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| 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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| 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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| 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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| 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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| 233 |
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| 234 |
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| 236 |
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| 237 |
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| 238 |
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| 245 |
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| 966 |
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| 967 |
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|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0ec46c0a955f7d90c4fe791a0ea4f89f9f9a4fb49fdf73bc4ec01d2783aa49be
|
| 3 |
+
size 5112
|