Commit
•
e66bdc6
1
Parent(s):
928ce30
Training complete!
Browse files- README.md +61 -0
- config.json +55 -0
- generation_config.json +13 -0
- model.safetensors +3 -0
- runs/Aug29_08-09-05_WorkstationLPRI/events.out.tfevents.1724916240.WorkstationLPRI.3351688.0 +3 -0
- special_tokens_map.json +110 -0
- spiece.model +3 -0
- tokenizer.json +0 -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-cnn_dailymail
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tags:
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- generated_from_trainer
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datasets:
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- samsum
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model-index:
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- name: pegasus-samsum
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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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# pegasus-samsum
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This model is a fine-tuned version of [google/pegasus-cnn_dailymail](https://huggingface.co/google/pegasus-cnn_dailymail) on the samsum dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.4827
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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: 5e-05
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- train_batch_size: 1
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- eval_batch_size: 1
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- seed: 42
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- gradient_accumulation_steps: 16
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- total_train_batch_size: 16
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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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- lr_scheduler_warmup_steps: 500
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- num_epochs: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.6533 | 0.54 | 500 | 1.4827 |
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### Framework versions
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- Transformers 4.38.0
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- Pytorch 2.2.1+cu121
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- Datasets 2.17.1
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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-cnn_dailymail",
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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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"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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"forced_eos_token_id": 1,
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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": 128,
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"max_position_embeddings": 1024,
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"min_length": 32,
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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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"torch_dtype": "float32",
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"transformers_version": "4.38.0",
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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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"_from_model_config": true,
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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": 128,
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"min_length": 32,
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"num_beams": 8,
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"pad_token_id": 0,
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"transformers_version": "4.38.0"
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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 sha256:6b4d9f395302a2fa210554bef939d7318830b80c12e15873a30bd45b371e381d
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size 2283652852
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runs/Aug29_08-09-05_WorkstationLPRI/events.out.tfevents.1724916240.WorkstationLPRI.3351688.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:b6f9b398b33a38e0f1d5e60093217d9072e709ec95b7120d11e75c122274848f
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size 25196
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special_tokens_map.json
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{
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"additional_special_tokens": [
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],
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"eos_token": "</s>",
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"mask_token": "<mask_2>",
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"pad_token": "<pad>",
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"unk_token": "<unk>"
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}
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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:0015189ef36359283fec8b93cf6d9ce51bca37eb1101defc68a53b394913b96c
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size 1912529
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tokenizer.json
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See raw diff
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tokenizer_config.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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| 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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| 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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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 34 |
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| 36 |
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| 37 |
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"<unk_24>",
|
| 877 |
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"<unk_25>",
|
| 878 |
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"<unk_26>",
|
| 879 |
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"<unk_27>",
|
| 880 |
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"<unk_28>",
|
| 881 |
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"<unk_29>",
|
| 882 |
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"<unk_30>",
|
| 883 |
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"<unk_31>",
|
| 884 |
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"<unk_32>",
|
| 885 |
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"<unk_33>",
|
| 886 |
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"<unk_34>",
|
| 887 |
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"<unk_35>",
|
| 888 |
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"<unk_36>",
|
| 889 |
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"<unk_37>",
|
| 890 |
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"<unk_38>",
|
| 891 |
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"<unk_39>",
|
| 892 |
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"<unk_40>",
|
| 893 |
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"<unk_41>",
|
| 894 |
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"<unk_42>",
|
| 895 |
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"<unk_43>",
|
| 896 |
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"<unk_44>",
|
| 897 |
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"<unk_45>",
|
| 898 |
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"<unk_46>",
|
| 899 |
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"<unk_47>",
|
| 900 |
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"<unk_48>",
|
| 901 |
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"<unk_49>",
|
| 902 |
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"<unk_50>",
|
| 903 |
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|
| 904 |
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|
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"<unk_53>",
|
| 906 |
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|
| 907 |
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|
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|
| 909 |
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"<unk_57>",
|
| 910 |
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|
| 911 |
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"<unk_59>",
|
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"<unk_60>",
|
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"<unk_61>",
|
| 914 |
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"<unk_62>",
|
| 915 |
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"<unk_63>",
|
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|
| 917 |
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"<unk_65>",
|
| 918 |
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"<unk_66>",
|
| 919 |
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"<unk_67>",
|
| 920 |
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"<unk_68>",
|
| 921 |
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"<unk_69>",
|
| 922 |
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"<unk_70>",
|
| 923 |
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"<unk_71>",
|
| 924 |
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"<unk_72>",
|
| 925 |
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"<unk_73>",
|
| 926 |
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"<unk_74>",
|
| 927 |
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"<unk_75>",
|
| 928 |
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"<unk_76>",
|
| 929 |
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"<unk_77>",
|
| 930 |
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"<unk_78>",
|
| 931 |
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"<unk_79>",
|
| 932 |
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"<unk_80>",
|
| 933 |
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"<unk_81>",
|
| 934 |
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"<unk_82>",
|
| 935 |
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"<unk_83>",
|
| 936 |
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"<unk_84>",
|
| 937 |
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"<unk_85>",
|
| 938 |
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"<unk_86>",
|
| 939 |
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"<unk_87>",
|
| 940 |
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"<unk_88>",
|
| 941 |
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"<unk_89>",
|
| 942 |
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"<unk_90>",
|
| 943 |
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"<unk_91>",
|
| 944 |
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"<unk_92>",
|
| 945 |
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"<unk_93>",
|
| 946 |
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"<unk_94>",
|
| 947 |
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"<unk_95>",
|
| 948 |
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"<unk_96>",
|
| 949 |
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"<unk_97>",
|
| 950 |
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"<unk_98>",
|
| 951 |
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"<unk_99>",
|
| 952 |
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"<unk_100>",
|
| 953 |
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"<unk_101>",
|
| 954 |
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"<unk_102>"
|
| 955 |
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|
| 956 |
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"clean_up_tokenization_spaces": true,
|
| 957 |
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"eos_token": "</s>",
|
| 958 |
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"full_tokenizer_file": null,
|
| 959 |
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"mask_token": "<mask_2>",
|
| 960 |
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"mask_token_sent": "<mask_1>",
|
| 961 |
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"model_max_length": 1024,
|
| 962 |
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"offset": 103,
|
| 963 |
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"pad_token": "<pad>",
|
| 964 |
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"sp_model_kwargs": {},
|
| 965 |
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"tokenizer_class": "PegasusTokenizer",
|
| 966 |
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"unk_token": "<unk>"
|
| 967 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:846dfb6be3ad650d1bf1f2792be509f657b729e6f3379266a383ec711c1affe0
|
| 3 |
+
size 4856
|