End of training
Browse files- README.md +48 -0
- config.json +37 -0
- dict.txt +0 -0
- generation_config.json +9 -0
- model.safetensors +3 -0
- runs/Jan14_13-35-45_30cdd825a2f9/events.out.tfevents.1705239347.30cdd825a2f9.26.0 +3 -0
- runs/Jan14_13-39-22_30cdd825a2f9/events.out.tfevents.1705239563.30cdd825a2f9.209.0 +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +15 -0
- tokenizer_config.json +55 -0
- training_args.bin +3 -0
README.md
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---
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base_model: vinai/bartpho-syllable-base
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tags:
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- generated_from_trainer
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model-index:
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- name: CS336_bartpho-syllable-base_spell-correct
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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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# CS336_bartpho-syllable-base_spell-correct
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This model is a fine-tuned version of [vinai/bartpho-syllable-base](https://huggingface.co/vinai/bartpho-syllable-base) on the None 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: 5e-05
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- train_batch_size: 12
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- eval_batch_size: 32
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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: 10
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.36.2
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- Pytorch 2.0.0
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- Datasets 2.1.0
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- Tokenizers 0.15.0
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config.json
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{
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"_name_or_path": "vinai/bartpho-syllable-base",
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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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"bos_token_id": 0,
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"classifier_dropout": 0.0,
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"d_model": 768,
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"decoder_attention_heads": 12,
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"decoder_ffn_dim": 3072,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 6,
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"decoder_start_token_id": 2,
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"dropout": 0.1,
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"encoder_attention_heads": 12,
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"encoder_ffn_dim": 3072,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 6,
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"eos_token_id": 2,
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"forced_eos_token_id": 2,
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"gradient_checkpointing": false,
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"init_std": 0.02,
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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": 6,
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"pad_token_id": 1,
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"scale_embedding": false,
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"tokenizer_class": "BartphoTokenizer",
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"torch_dtype": "float32",
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"transformers_version": "4.36.2",
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"use_cache": false,
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"vocab_size": 40030
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}
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dict.txt
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See raw diff
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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": 2,
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"eos_token_id": 2,
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"forced_eos_token_id": 2,
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"pad_token_id": 1,
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"transformers_version": "4.36.2"
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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:dae99cf1c608268338af00c0a428144a81738900b5f571db170c777d7c55eab9
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size 526442440
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runs/Jan14_13-35-45_30cdd825a2f9/events.out.tfevents.1705239347.30cdd825a2f9.26.0
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version https://git-lfs.github.com/spec/v1
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size 4184
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runs/Jan14_13-39-22_30cdd825a2f9/events.out.tfevents.1705239563.30cdd825a2f9.209.0
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size 4892
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sentencepiece.bpe.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865
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size 5069051
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special_tokens_map.json
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"3": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"40029": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": "<mask>",
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"sp_model_kwargs": {},
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"tokenizer_class": "BartphoTokenizer",
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"unk_token": "<unk>"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:afcd2a073bf4b761981fa8062640e7bd06684df8e0d0ecd150769e78c2885c6c
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size 4283
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