End of training
Browse files- README.md +50 -0
- config.json +62 -0
- generation_config.json +7 -0
- logs/events.out.tfevents.1706375383.3dc8155fff2a.20729.0 +3 -0
- model.safetensors +3 -0
- special_tokens_map.json +125 -0
- tokenizer.json +0 -0
- tokenizer_config.json +938 -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: google/flan-t5-base
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tags:
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- generated_from_trainer
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datasets:
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- code_search_net
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model-index:
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- name: flan-t5-base-code_search_net
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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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# flan-t5-base-code_search_net
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This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on the code_search_net 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: 8
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- eval_batch_size: 8
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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: 5
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### Framework versions
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- Transformers 4.37.1
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- Pytorch 2.1.0+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.1
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config.json
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{
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"_name_or_path": "google/flan-t5-base",
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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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| 7 |
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"d_ff": 2048,
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| 8 |
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"d_kv": 64,
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| 9 |
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"d_model": 768,
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| 10 |
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"decoder_start_token_id": 0,
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"dense_act_fn": "gelu_new",
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| 12 |
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"dropout_rate": 0.1,
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| 13 |
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"eos_token_id": 1,
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"feed_forward_proj": "gated-gelu",
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"initializer_factor": 1.0,
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"is_encoder_decoder": true,
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| 17 |
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"is_gated_act": true,
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| 18 |
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"layer_norm_epsilon": 1e-06,
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"model_type": "t5",
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"n_positions": 512,
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| 21 |
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"num_decoder_layers": 12,
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"num_heads": 12,
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"num_layers": 12,
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"output_past": true,
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| 25 |
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"pad_token_id": 0,
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| 26 |
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"relative_attention_max_distance": 128,
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| 27 |
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"relative_attention_num_buckets": 32,
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| 28 |
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"task_specific_params": {
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"summarization": {
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"early_stopping": true,
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| 31 |
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"length_penalty": 2.0,
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"max_length": 200,
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| 33 |
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"min_length": 30,
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| 34 |
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"no_repeat_ngram_size": 3,
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| 35 |
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"num_beams": 4,
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| 36 |
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"prefix": "summarize: "
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},
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| 38 |
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"translation_en_to_de": {
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"early_stopping": true,
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| 40 |
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"max_length": 300,
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"num_beams": 4,
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| 42 |
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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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| 54 |
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"prefix": "translate English to Romanian: "
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}
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},
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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"transformers_version": "4.37.1",
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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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"_from_model_config": true,
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"decoder_start_token_id": 0,
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| 4 |
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"eos_token_id": 1,
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| 5 |
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"pad_token_id": 0,
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| 6 |
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"transformers_version": "4.37.1"
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}
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logs/events.out.tfevents.1706375383.3dc8155fff2a.20729.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:c8684fbb67dfbb0403fa6c3fb0e6f2810cb080d872a29009c45d9ecaf797ee86
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size 5423
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:197b346658905cda50c1a71fe0eb77a4d79306adaeb5d7a3c0e9208c91022d45
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size 990345064
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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_99>"
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],
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"eos_token": {
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| 105 |
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"content": "</s>",
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| 106 |
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"lstrip": false,
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| 107 |
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"normalized": false,
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| 108 |
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"rstrip": false,
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| 109 |
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"single_word": false
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},
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"pad_token": {
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| 112 |
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"content": "<pad>",
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| 113 |
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"lstrip": false,
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| 114 |
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"normalized": false,
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| 115 |
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"rstrip": false,
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| 116 |
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"single_word": false
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| 117 |
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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| 121 |
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"normalized": false,
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"rstrip": false,
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| 123 |
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"single_word": false
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}
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| 125 |
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}
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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 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
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| 866 |
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"<extra_id_37>",
|
| 867 |
+
"<extra_id_38>",
|
| 868 |
+
"<extra_id_39>",
|
| 869 |
+
"<extra_id_40>",
|
| 870 |
+
"<extra_id_41>",
|
| 871 |
+
"<extra_id_42>",
|
| 872 |
+
"<extra_id_43>",
|
| 873 |
+
"<extra_id_44>",
|
| 874 |
+
"<extra_id_45>",
|
| 875 |
+
"<extra_id_46>",
|
| 876 |
+
"<extra_id_47>",
|
| 877 |
+
"<extra_id_48>",
|
| 878 |
+
"<extra_id_49>",
|
| 879 |
+
"<extra_id_50>",
|
| 880 |
+
"<extra_id_51>",
|
| 881 |
+
"<extra_id_52>",
|
| 882 |
+
"<extra_id_53>",
|
| 883 |
+
"<extra_id_54>",
|
| 884 |
+
"<extra_id_55>",
|
| 885 |
+
"<extra_id_56>",
|
| 886 |
+
"<extra_id_57>",
|
| 887 |
+
"<extra_id_58>",
|
| 888 |
+
"<extra_id_59>",
|
| 889 |
+
"<extra_id_60>",
|
| 890 |
+
"<extra_id_61>",
|
| 891 |
+
"<extra_id_62>",
|
| 892 |
+
"<extra_id_63>",
|
| 893 |
+
"<extra_id_64>",
|
| 894 |
+
"<extra_id_65>",
|
| 895 |
+
"<extra_id_66>",
|
| 896 |
+
"<extra_id_67>",
|
| 897 |
+
"<extra_id_68>",
|
| 898 |
+
"<extra_id_69>",
|
| 899 |
+
"<extra_id_70>",
|
| 900 |
+
"<extra_id_71>",
|
| 901 |
+
"<extra_id_72>",
|
| 902 |
+
"<extra_id_73>",
|
| 903 |
+
"<extra_id_74>",
|
| 904 |
+
"<extra_id_75>",
|
| 905 |
+
"<extra_id_76>",
|
| 906 |
+
"<extra_id_77>",
|
| 907 |
+
"<extra_id_78>",
|
| 908 |
+
"<extra_id_79>",
|
| 909 |
+
"<extra_id_80>",
|
| 910 |
+
"<extra_id_81>",
|
| 911 |
+
"<extra_id_82>",
|
| 912 |
+
"<extra_id_83>",
|
| 913 |
+
"<extra_id_84>",
|
| 914 |
+
"<extra_id_85>",
|
| 915 |
+
"<extra_id_86>",
|
| 916 |
+
"<extra_id_87>",
|
| 917 |
+
"<extra_id_88>",
|
| 918 |
+
"<extra_id_89>",
|
| 919 |
+
"<extra_id_90>",
|
| 920 |
+
"<extra_id_91>",
|
| 921 |
+
"<extra_id_92>",
|
| 922 |
+
"<extra_id_93>",
|
| 923 |
+
"<extra_id_94>",
|
| 924 |
+
"<extra_id_95>",
|
| 925 |
+
"<extra_id_96>",
|
| 926 |
+
"<extra_id_97>",
|
| 927 |
+
"<extra_id_98>",
|
| 928 |
+
"<extra_id_99>"
|
| 929 |
+
],
|
| 930 |
+
"clean_up_tokenization_spaces": true,
|
| 931 |
+
"eos_token": "</s>",
|
| 932 |
+
"extra_ids": 100,
|
| 933 |
+
"model_max_length": 512,
|
| 934 |
+
"pad_token": "<pad>",
|
| 935 |
+
"sp_model_kwargs": {},
|
| 936 |
+
"tokenizer_class": "T5Tokenizer",
|
| 937 |
+
"unk_token": "<unk>"
|
| 938 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dbf2df713d342f909e6ba2302a31879cc4d029b73e7580b4c9d695776ba9c925
|
| 3 |
+
size 4920
|