Instructions to use FiveC/TADA-checkpoints with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use FiveC/TADA-checkpoints with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("FiveC/TADA-checkpoints", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Archive verified checkpoint FiveC/BartBanaFinal-InsertOriginal
Browse files- checkpoints/BartBanaFinal-InsertOriginal/.gitattributes +35 -0
- checkpoints/BartBanaFinal-InsertOriginal/README.md +64 -0
- checkpoints/BartBanaFinal-InsertOriginal/config.json +37 -0
- checkpoints/BartBanaFinal-InsertOriginal/dict.txt +0 -0
- checkpoints/BartBanaFinal-InsertOriginal/generation_config.json +37 -0
- checkpoints/BartBanaFinal-InsertOriginal/model.safetensors +3 -0
- checkpoints/BartBanaFinal-InsertOriginal/sentencepiece.bpe.model +3 -0
- checkpoints/BartBanaFinal-InsertOriginal/tokenizer_config.json +59 -0
- checkpoints/BartBanaFinal-InsertOriginal/training_args.bin +3 -0
checkpoints/BartBanaFinal-InsertOriginal/.gitattributes
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*.pt filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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*.rar filter=lfs diff=lfs merge=lfs -text
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*.safetensors filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.tar.* filter=lfs diff=lfs merge=lfs -text
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*.tar filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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checkpoints/BartBanaFinal-InsertOriginal/README.md
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---
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library_name: transformers
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license: mit
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| 4 |
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base_model: IAmSkyDra/BARTBana_v5
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tags:
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- generated_from_trainer
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| 7 |
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metrics:
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| 8 |
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- sacrebleu
|
| 9 |
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model-index:
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- name: BartBanaFinal-InsertOriginal
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results: []
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---
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| 13 |
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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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# BartBanaFinal-InsertOriginal
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This model is a fine-tuned version of [IAmSkyDra/BARTBana_v5](https://huggingface.co/IAmSkyDra/BARTBana_v5) on an unknown dataset.
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+
It achieves the following results on the evaluation set:
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- Loss: 2.3171
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- Sacrebleu: 4.0488
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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: 64
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- eval_batch_size: 64
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- seed: 42
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- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- num_epochs: 3
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Sacrebleu |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|
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| 2.4510 | 1.0 | 1299 | 2.4557 | 3.1376 |
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| 2.1479 | 2.0 | 2598 | 2.3370 | 3.9073 |
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| 56 |
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| 2.0274 | 3.0 | 3897 | 2.3171 | 4.0488 |
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### Framework versions
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- Transformers 5.0.0
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- Pytorch 2.9.0+cu128
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- Datasets 4.0.0
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- Tokenizers 0.22.2
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checkpoints/BartBanaFinal-InsertOriginal/config.json
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{
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"activation_dropout": 0.0,
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"activation_function": "gelu",
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"architectures": [
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"MBartForConditionalGeneration"
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],
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"attention_dropout": 0.0,
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| 8 |
+
"bos_token_id": 0,
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| 9 |
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"classifier_dropout": 0.0,
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| 10 |
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"d_model": 1024,
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| 11 |
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"decoder_attention_heads": 16,
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| 12 |
+
"decoder_ffn_dim": 4096,
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| 13 |
+
"decoder_layerdrop": 0.0,
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| 14 |
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"decoder_layers": 12,
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"decoder_start_token_id": 2,
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"dropout": 0.1,
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"dtype": "float32",
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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": 12,
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"eos_token_id": 2,
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"gradient_checkpointing": false,
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"init_std": 0.02,
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"is_decoder": false,
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"is_encoder_decoder": true,
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"max_position_embeddings": 1024,
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"model_type": "mbart",
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"scale_embedding": false,
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"tie_word_embeddings": true,
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"tokenizer_class": "BartphoTokenizer",
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"transformers_version": "5.0.0",
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"use_cache": false,
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"vocab_size": 40030
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}
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checkpoints/BartBanaFinal-InsertOriginal/dict.txt
ADDED
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The diff for this file is too large to render.
See raw diff
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checkpoints/BartBanaFinal-InsertOriginal/generation_config.json
ADDED
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{
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"_from_model_config": false,
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+
"assistant_confidence_threshold": 0.4,
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"assistant_lookbehind": 10,
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"bos_token_id": 0,
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"decoder_start_token_id": 2,
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"diversity_penalty": 0.0,
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| 8 |
+
"do_sample": false,
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"early_stopping": false,
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+
"encoder_no_repeat_ngram_size": 0,
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+
"encoder_repetition_penalty": 1.0,
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+
"eos_token_id": 2,
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+
"epsilon_cutoff": 0.0,
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+
"eta_cutoff": 0.0,
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+
"forced_eos_token_id": 2,
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+
"length_penalty": 1.0,
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+
"max_length": 20,
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+
"min_length": 0,
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| 19 |
+
"no_repeat_ngram_size": 0,
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+
"num_assistant_tokens": 20,
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+
"num_assistant_tokens_schedule": "constant",
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+
"num_beam_groups": 1,
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"num_beams": 1,
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+
"num_return_sequences": 1,
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+
"output_scores": false,
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+
"pad_token_id": 1,
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+
"remove_invalid_values": false,
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+
"repetition_penalty": 1.0,
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| 29 |
+
"return_dict_in_generate": false,
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| 30 |
+
"target_lookbehind": 10,
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+
"temperature": 1.0,
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+
"top_k": 50,
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"top_p": 1.0,
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"transformers_version": "5.0.0",
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"typical_p": 1.0,
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| 36 |
+
"use_cache": true
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+
}
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checkpoints/BartBanaFinal-InsertOriginal/model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:6264dc0ea0782366b903654cb5022158a1a9ec8b7dd7b589d51e4fa0452d4369
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| 3 |
+
size 1583480280
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checkpoints/BartBanaFinal-InsertOriginal/sentencepiece.bpe.model
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
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| 3 |
+
size 5069051
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checkpoints/BartBanaFinal-InsertOriginal/tokenizer_config.json
ADDED
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| 1 |
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{
|
| 2 |
+
"added_tokens_decoder": {
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| 3 |
+
"0": {
|
| 4 |
+
"content": "<s>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
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| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<pad>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "</s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "<unk>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"40029": {
|
| 36 |
+
"content": "<mask>",
|
| 37 |
+
"lstrip": true,
|
| 38 |
+
"normalized": true,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"additional_special_tokens": null,
|
| 45 |
+
"backend": "sentencepiece",
|
| 46 |
+
"bos_token": "<s>",
|
| 47 |
+
"clean_up_tokenization_spaces": false,
|
| 48 |
+
"cls_token": "<s>",
|
| 49 |
+
"eos_token": "</s>",
|
| 50 |
+
"is_local": false,
|
| 51 |
+
"mask_token": "<mask>",
|
| 52 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 53 |
+
"model_specific_special_tokens": {},
|
| 54 |
+
"pad_token": "<pad>",
|
| 55 |
+
"sep_token": "</s>",
|
| 56 |
+
"sp_model_kwargs": {},
|
| 57 |
+
"tokenizer_class": "BartphoTokenizer",
|
| 58 |
+
"unk_token": "<unk>"
|
| 59 |
+
}
|
checkpoints/BartBanaFinal-InsertOriginal/training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:d26ca81846704abd505dd0b85d95cbdb92baf28c744d50865a08827e0c9d0c8e
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| 3 |
+
size 5393
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