upload test mini model utg4java pretained on codet5
Browse files- README.md +47 -0
- all_results.json +11 -0
- codet5_modelconfigs.txt +69 -0
- config.json +69 -0
- generation_config.json +8 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +753 -0
- test_results.json +6 -0
- tokenizer.json +0 -0
- tokenizer_config.json +959 -0
- train_results.json +7 -0
- trainer_state.json +587 -0
- training_args.bin +3 -0
- utg4java_pretrain_bleu_metrics.txt +6 -0
- utg4java_pretrain_log_history.txt +81 -0
- utg4java_pretrain_results.txt +60 -0
- vocab.json +0 -0
README.md
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---
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license: apache-2.0
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---
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---
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base_model: Salesforce/codet5-small
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tags:
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- generated_from_trainer
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model-index:
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- name: pretrain_utg4java
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results: []
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license: apache-2.0
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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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# pretrain_utg4java
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This model is a fine-tuned version of [Salesforce/codet5-small](https://huggingface.co/Salesforce/codet5-small) on an unknown 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: 0.0002
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- train_batch_size: 4
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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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- lr_scheduler_warmup_steps: 150
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- num_epochs: 4
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.38.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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all_results.json
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{
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"epoch": 4.0,
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"test_loss": 0.5490162372589111,
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"test_runtime": 869.0719,
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"test_samples_per_second": 2.166,
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"test_steps_per_second": 0.272,
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"train_loss": 0.7414002821479045,
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"train_runtime": 7813.3494,
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"train_samples_per_second": 7.706,
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"train_steps_per_second": 1.926
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}
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codet5_modelconfigs.txt
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T5Config {
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"_name_or_path": "Salesforce/codet5-small",
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"architectures": [
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"T5ForConditionalGeneration"
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],
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"bos_token_id": 1,
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"classifier_dropout": 0.0,
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"d_ff": 2048,
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"d_kv": 64,
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"d_model": 512,
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"decoder_start_token_id": 0,
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"dense_act_fn": "relu",
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"dropout_rate": 0.1,
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"eos_token_id": 2,
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"feed_forward_proj": "relu",
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"gradient_checkpointing": false,
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"id2label": {
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"0": "LABEL_0"
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},
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"initializer_factor": 1.0,
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"is_encoder_decoder": true,
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"is_gated_act": false,
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"label2id": {
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"LABEL_0": 0
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},
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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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"num_decoder_layers": 6,
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"num_heads": 8,
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"num_layers": 6,
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"output_past": true,
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"pad_token_id": 0,
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"relative_attention_max_distance": 128,
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"relative_attention_num_buckets": 32,
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"task_specific_params": {
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"summarization": {
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"early_stopping": true,
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"length_penalty": 2.0,
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"max_length": 200,
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"min_length": 30,
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"no_repeat_ngram_size": 3,
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"num_beams": 4,
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"prefix": "summarize: "
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},
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"translation_en_to_de": {
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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 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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"prefix": "translate English to Romanian: "
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.38.2",
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"use_cache": true,
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"vocab_size": 32100
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}
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config.json
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{
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"_name_or_path": "Salesforce/codet5-small",
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"architectures": [
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"T5ForConditionalGeneration"
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],
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| 6 |
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"bos_token_id": 1,
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| 7 |
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"classifier_dropout": 0.0,
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"d_ff": 2048,
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| 9 |
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"d_kv": 64,
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| 10 |
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"d_model": 512,
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| 11 |
+
"decoder_start_token_id": 0,
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"dense_act_fn": "relu",
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"dropout_rate": 0.1,
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| 14 |
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"eos_token_id": 2,
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| 15 |
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"feed_forward_proj": "relu",
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| 16 |
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"gradient_checkpointing": false,
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| 17 |
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"id2label": {
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"0": "LABEL_0"
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},
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"initializer_factor": 1.0,
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"is_encoder_decoder": true,
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| 22 |
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"is_gated_act": false,
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| 23 |
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"label2id": {
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| 24 |
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"LABEL_0": 0
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},
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| 26 |
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"layer_norm_epsilon": 1e-06,
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| 27 |
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"model_type": "t5",
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| 28 |
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"n_positions": 512,
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| 29 |
+
"num_decoder_layers": 6,
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| 30 |
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"num_heads": 8,
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| 31 |
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"num_layers": 6,
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| 32 |
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"output_past": true,
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| 33 |
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"pad_token_id": 0,
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| 34 |
+
"relative_attention_max_distance": 128,
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| 35 |
+
"relative_attention_num_buckets": 32,
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| 36 |
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"task_specific_params": {
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| 37 |
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"summarization": {
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| 38 |
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"early_stopping": true,
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| 39 |
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"length_penalty": 2.0,
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| 40 |
+
"max_length": 200,
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| 41 |
+
"min_length": 30,
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| 42 |
+
"no_repeat_ngram_size": 3,
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| 43 |
+
"num_beams": 4,
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| 44 |
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"prefix": "summarize: "
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},
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| 46 |
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"translation_en_to_de": {
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| 47 |
+
"early_stopping": true,
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| 48 |
+
"max_length": 300,
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| 49 |
+
"num_beams": 4,
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| 50 |
+
"prefix": "translate English to German: "
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| 51 |
+
},
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| 52 |
+
"translation_en_to_fr": {
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| 53 |
+
"early_stopping": true,
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| 54 |
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"max_length": 300,
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| 55 |
+
"num_beams": 4,
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| 56 |
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"prefix": "translate English to French: "
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| 57 |
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},
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| 58 |
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"translation_en_to_ro": {
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| 59 |
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"early_stopping": true,
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| 60 |
+
"max_length": 300,
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| 61 |
+
"num_beams": 4,
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| 62 |
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"prefix": "translate English to Romanian: "
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| 63 |
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}
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| 64 |
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},
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| 65 |
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"torch_dtype": "float32",
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| 66 |
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"transformers_version": "4.38.2",
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| 67 |
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"use_cache": true,
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| 68 |
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"vocab_size": 32100
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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": 1,
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| 4 |
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"decoder_start_token_id": 0,
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| 5 |
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"eos_token_id": 2,
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| 6 |
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"pad_token_id": 0,
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"transformers_version": "4.38.2"
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}
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merges.txt
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The diff for this file is too large to render.
See raw diff
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:926c8a581ca5d835b80a55f4a7eca6d056b2278b297405b9e8dfd0a5a38a3f44
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size 242014742
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special_tokens_map.json
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|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
{
|
| 4 |
+
"content": "<extra_id_99>",
|
| 5 |
+
"lstrip": true,
|
| 6 |
+
"normalized": true,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false
|
| 9 |
+
},
|
| 10 |
+
{
|
| 11 |
+
"content": "<extra_id_98>",
|
| 12 |
+
"lstrip": true,
|
| 13 |
+
"normalized": true,
|
| 14 |
+
"rstrip": false,
|
| 15 |
+
"single_word": false
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"content": "<extra_id_97>",
|
| 19 |
+
"lstrip": true,
|
| 20 |
+
"normalized": true,
|
| 21 |
+
"rstrip": false,
|
| 22 |
+
"single_word": false
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"content": "<extra_id_96>",
|
| 26 |
+
"lstrip": true,
|
| 27 |
+
"normalized": true,
|
| 28 |
+
"rstrip": false,
|
| 29 |
+
"single_word": false
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"content": "<extra_id_95>",
|
| 33 |
+
"lstrip": true,
|
| 34 |
+
"normalized": true,
|
| 35 |
+
"rstrip": false,
|
| 36 |
+
"single_word": false
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"content": "<extra_id_94>",
|
| 40 |
+
"lstrip": true,
|
| 41 |
+
"normalized": true,
|
| 42 |
+
"rstrip": false,
|
| 43 |
+
"single_word": false
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"content": "<extra_id_93>",
|
| 47 |
+
"lstrip": true,
|
| 48 |
+
"normalized": true,
|
| 49 |
+
"rstrip": false,
|
| 50 |
+
"single_word": false
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"content": "<extra_id_92>",
|
| 54 |
+
"lstrip": true,
|
| 55 |
+
"normalized": true,
|
| 56 |
+
"rstrip": false,
|
| 57 |
+
"single_word": false
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"content": "<extra_id_91>",
|
| 61 |
+
"lstrip": true,
|
| 62 |
+
"normalized": true,
|
| 63 |
+
"rstrip": false,
|
| 64 |
+
"single_word": false
|
| 65 |
+
},
|
| 66 |
+
{
|
| 67 |
+
"content": "<extra_id_90>",
|
| 68 |
+
"lstrip": true,
|
| 69 |
+
"normalized": true,
|
| 70 |
+
"rstrip": false,
|
| 71 |
+
"single_word": false
|
| 72 |
+
},
|
| 73 |
+
{
|
| 74 |
+
"content": "<extra_id_89>",
|
| 75 |
+
"lstrip": true,
|
| 76 |
+
"normalized": true,
|
| 77 |
+
"rstrip": false,
|
| 78 |
+
"single_word": false
|
| 79 |
+
},
|
| 80 |
+
{
|
| 81 |
+
"content": "<extra_id_88>",
|
| 82 |
+
"lstrip": true,
|
| 83 |
+
"normalized": true,
|
| 84 |
+
"rstrip": false,
|
| 85 |
+
"single_word": false
|
| 86 |
+
},
|
| 87 |
+
{
|
| 88 |
+
"content": "<extra_id_87>",
|
| 89 |
+
"lstrip": true,
|
| 90 |
+
"normalized": true,
|
| 91 |
+
"rstrip": false,
|
| 92 |
+
"single_word": false
|
| 93 |
+
},
|
| 94 |
+
{
|
| 95 |
+
"content": "<extra_id_86>",
|
| 96 |
+
"lstrip": true,
|
| 97 |
+
"normalized": true,
|
| 98 |
+
"rstrip": false,
|
| 99 |
+
"single_word": false
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"content": "<extra_id_85>",
|
| 103 |
+
"lstrip": true,
|
| 104 |
+
"normalized": true,
|
| 105 |
+
"rstrip": false,
|
| 106 |
+
"single_word": false
|
| 107 |
+
},
|
| 108 |
+
{
|
| 109 |
+
"content": "<extra_id_84>",
|
| 110 |
+
"lstrip": true,
|
| 111 |
+
"normalized": true,
|
| 112 |
+
"rstrip": false,
|
| 113 |
+
"single_word": false
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"content": "<extra_id_83>",
|
| 117 |
+
"lstrip": true,
|
| 118 |
+
"normalized": true,
|
| 119 |
+
"rstrip": false,
|
| 120 |
+
"single_word": false
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"content": "<extra_id_82>",
|
| 124 |
+
"lstrip": true,
|
| 125 |
+
"normalized": true,
|
| 126 |
+
"rstrip": false,
|
| 127 |
+
"single_word": false
|
| 128 |
+
},
|
| 129 |
+
{
|
| 130 |
+
"content": "<extra_id_81>",
|
| 131 |
+
"lstrip": true,
|
| 132 |
+
"normalized": true,
|
| 133 |
+
"rstrip": false,
|
| 134 |
+
"single_word": false
|
| 135 |
+
},
|
| 136 |
+
{
|
| 137 |
+
"content": "<extra_id_80>",
|
| 138 |
+
"lstrip": true,
|
| 139 |
+
"normalized": true,
|
| 140 |
+
"rstrip": false,
|
| 141 |
+
"single_word": false
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"content": "<extra_id_79>",
|
| 145 |
+
"lstrip": true,
|
| 146 |
+
"normalized": true,
|
| 147 |
+
"rstrip": false,
|
| 148 |
+
"single_word": false
|
| 149 |
+
},
|
| 150 |
+
{
|
| 151 |
+
"content": "<extra_id_78>",
|
| 152 |
+
"lstrip": true,
|
| 153 |
+
"normalized": true,
|
| 154 |
+
"rstrip": false,
|
| 155 |
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+
{
|
| 606 |
+
"content": "<extra_id_13>",
|
| 607 |
+
"lstrip": true,
|
| 608 |
+
"normalized": true,
|
| 609 |
+
"rstrip": false,
|
| 610 |
+
"single_word": false
|
| 611 |
+
},
|
| 612 |
+
{
|
| 613 |
+
"content": "<extra_id_12>",
|
| 614 |
+
"lstrip": true,
|
| 615 |
+
"normalized": true,
|
| 616 |
+
"rstrip": false,
|
| 617 |
+
"single_word": false
|
| 618 |
+
},
|
| 619 |
+
{
|
| 620 |
+
"content": "<extra_id_11>",
|
| 621 |
+
"lstrip": true,
|
| 622 |
+
"normalized": true,
|
| 623 |
+
"rstrip": false,
|
| 624 |
+
"single_word": false
|
| 625 |
+
},
|
| 626 |
+
{
|
| 627 |
+
"content": "<extra_id_10>",
|
| 628 |
+
"lstrip": true,
|
| 629 |
+
"normalized": true,
|
| 630 |
+
"rstrip": false,
|
| 631 |
+
"single_word": false
|
| 632 |
+
},
|
| 633 |
+
{
|
| 634 |
+
"content": "<extra_id_9>",
|
| 635 |
+
"lstrip": true,
|
| 636 |
+
"normalized": true,
|
| 637 |
+
"rstrip": false,
|
| 638 |
+
"single_word": false
|
| 639 |
+
},
|
| 640 |
+
{
|
| 641 |
+
"content": "<extra_id_8>",
|
| 642 |
+
"lstrip": true,
|
| 643 |
+
"normalized": true,
|
| 644 |
+
"rstrip": false,
|
| 645 |
+
"single_word": false
|
| 646 |
+
},
|
| 647 |
+
{
|
| 648 |
+
"content": "<extra_id_7>",
|
| 649 |
+
"lstrip": true,
|
| 650 |
+
"normalized": true,
|
| 651 |
+
"rstrip": false,
|
| 652 |
+
"single_word": false
|
| 653 |
+
},
|
| 654 |
+
{
|
| 655 |
+
"content": "<extra_id_6>",
|
| 656 |
+
"lstrip": true,
|
| 657 |
+
"normalized": true,
|
| 658 |
+
"rstrip": false,
|
| 659 |
+
"single_word": false
|
| 660 |
+
},
|
| 661 |
+
{
|
| 662 |
+
"content": "<extra_id_5>",
|
| 663 |
+
"lstrip": true,
|
| 664 |
+
"normalized": true,
|
| 665 |
+
"rstrip": false,
|
| 666 |
+
"single_word": false
|
| 667 |
+
},
|
| 668 |
+
{
|
| 669 |
+
"content": "<extra_id_4>",
|
| 670 |
+
"lstrip": true,
|
| 671 |
+
"normalized": true,
|
| 672 |
+
"rstrip": false,
|
| 673 |
+
"single_word": false
|
| 674 |
+
},
|
| 675 |
+
{
|
| 676 |
+
"content": "<extra_id_3>",
|
| 677 |
+
"lstrip": true,
|
| 678 |
+
"normalized": true,
|
| 679 |
+
"rstrip": false,
|
| 680 |
+
"single_word": false
|
| 681 |
+
},
|
| 682 |
+
{
|
| 683 |
+
"content": "<extra_id_2>",
|
| 684 |
+
"lstrip": true,
|
| 685 |
+
"normalized": true,
|
| 686 |
+
"rstrip": false,
|
| 687 |
+
"single_word": false
|
| 688 |
+
},
|
| 689 |
+
{
|
| 690 |
+
"content": "<extra_id_1>",
|
| 691 |
+
"lstrip": true,
|
| 692 |
+
"normalized": true,
|
| 693 |
+
"rstrip": false,
|
| 694 |
+
"single_word": false
|
| 695 |
+
},
|
| 696 |
+
{
|
| 697 |
+
"content": "<extra_id_0>",
|
| 698 |
+
"lstrip": true,
|
| 699 |
+
"normalized": true,
|
| 700 |
+
"rstrip": false,
|
| 701 |
+
"single_word": false
|
| 702 |
+
}
|
| 703 |
+
],
|
| 704 |
+
"bos_token": {
|
| 705 |
+
"content": "<s>",
|
| 706 |
+
"lstrip": false,
|
| 707 |
+
"normalized": true,
|
| 708 |
+
"rstrip": false,
|
| 709 |
+
"single_word": false
|
| 710 |
+
},
|
| 711 |
+
"cls_token": {
|
| 712 |
+
"content": "<s>",
|
| 713 |
+
"lstrip": false,
|
| 714 |
+
"normalized": true,
|
| 715 |
+
"rstrip": false,
|
| 716 |
+
"single_word": false
|
| 717 |
+
},
|
| 718 |
+
"eos_token": {
|
| 719 |
+
"content": "</s>",
|
| 720 |
+
"lstrip": false,
|
| 721 |
+
"normalized": true,
|
| 722 |
+
"rstrip": false,
|
| 723 |
+
"single_word": false
|
| 724 |
+
},
|
| 725 |
+
"mask_token": {
|
| 726 |
+
"content": "<mask>",
|
| 727 |
+
"lstrip": true,
|
| 728 |
+
"normalized": true,
|
| 729 |
+
"rstrip": false,
|
| 730 |
+
"single_word": false
|
| 731 |
+
},
|
| 732 |
+
"pad_token": {
|
| 733 |
+
"content": "<pad>",
|
| 734 |
+
"lstrip": false,
|
| 735 |
+
"normalized": true,
|
| 736 |
+
"rstrip": false,
|
| 737 |
+
"single_word": false
|
| 738 |
+
},
|
| 739 |
+
"sep_token": {
|
| 740 |
+
"content": "</s>",
|
| 741 |
+
"lstrip": false,
|
| 742 |
+
"normalized": true,
|
| 743 |
+
"rstrip": false,
|
| 744 |
+
"single_word": false
|
| 745 |
+
},
|
| 746 |
+
"unk_token": {
|
| 747 |
+
"content": "<unk>",
|
| 748 |
+
"lstrip": false,
|
| 749 |
+
"normalized": true,
|
| 750 |
+
"rstrip": false,
|
| 751 |
+
"single_word": false
|
| 752 |
+
}
|
| 753 |
+
}
|
test_results.json
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"test_loss": 0.5490162372589111,
|
| 3 |
+
"test_runtime": 869.0719,
|
| 4 |
+
"test_samples_per_second": 2.166,
|
| 5 |
+
"test_steps_per_second": 0.272
|
| 6 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,959 @@
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
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|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"0": {
|
| 5 |
+
"content": "<pad>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": true,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"1": {
|
| 13 |
+
"content": "<s>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": true,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"2": {
|
| 21 |
+
"content": "</s>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": true,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"3": {
|
| 29 |
+
"content": "<unk>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": true,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 34 |
+
"special": true
|
| 35 |
+
},
|
| 36 |
+
"4": {
|
| 37 |
+
"content": "<mask>",
|
| 38 |
+
"lstrip": true,
|
| 39 |
+
"normalized": true,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
},
|
| 44 |
+
"32000": {
|
| 45 |
+
"content": "<extra_id_99>",
|
| 46 |
+
"lstrip": true,
|
| 47 |
+
"normalized": true,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false,
|
| 50 |
+
"special": true
|
| 51 |
+
},
|
| 52 |
+
"32001": {
|
| 53 |
+
"content": "<extra_id_98>",
|
| 54 |
+
"lstrip": true,
|
| 55 |
+
"normalized": true,
|
| 56 |
+
"rstrip": false,
|
| 57 |
+
"single_word": false,
|
| 58 |
+
"special": true
|
| 59 |
+
},
|
| 60 |
+
"32002": {
|
| 61 |
+
"content": "<extra_id_97>",
|
| 62 |
+
"lstrip": true,
|
| 63 |
+
"normalized": true,
|
| 64 |
+
"rstrip": false,
|
| 65 |
+
"single_word": false,
|
| 66 |
+
"special": true
|
| 67 |
+
},
|
| 68 |
+
"32003": {
|
| 69 |
+
"content": "<extra_id_96>",
|
| 70 |
+
"lstrip": true,
|
| 71 |
+
"normalized": true,
|
| 72 |
+
"rstrip": false,
|
| 73 |
+
"single_word": false,
|
| 74 |
+
"special": true
|
| 75 |
+
},
|
| 76 |
+
"32004": {
|
| 77 |
+
"content": "<extra_id_95>",
|
| 78 |
+
"lstrip": true,
|
| 79 |
+
"normalized": true,
|
| 80 |
+
"rstrip": false,
|
| 81 |
+
"single_word": false,
|
| 82 |
+
"special": true
|
| 83 |
+
},
|
| 84 |
+
"32005": {
|
| 85 |
+
"content": "<extra_id_94>",
|
| 86 |
+
"lstrip": true,
|
| 87 |
+
"normalized": true,
|
| 88 |
+
"rstrip": false,
|
| 89 |
+
"single_word": false,
|
| 90 |
+
"special": true
|
| 91 |
+
},
|
| 92 |
+
"32006": {
|
| 93 |
+
"content": "<extra_id_93>",
|
| 94 |
+
"lstrip": true,
|
| 95 |
+
"normalized": true,
|
| 96 |
+
"rstrip": false,
|
| 97 |
+
"single_word": false,
|
| 98 |
+
"special": true
|
| 99 |
+
},
|
| 100 |
+
"32007": {
|
| 101 |
+
"content": "<extra_id_92>",
|
| 102 |
+
"lstrip": true,
|
| 103 |
+
"normalized": true,
|
| 104 |
+
"rstrip": false,
|
| 105 |
+
"single_word": false,
|
| 106 |
+
"special": true
|
| 107 |
+
},
|
| 108 |
+
"32008": {
|
| 109 |
+
"content": "<extra_id_91>",
|
| 110 |
+
"lstrip": true,
|
| 111 |
+
"normalized": true,
|
| 112 |
+
"rstrip": false,
|
| 113 |
+
"single_word": false,
|
| 114 |
+
"special": true
|
| 115 |
+
},
|
| 116 |
+
"32009": {
|
| 117 |
+
"content": "<extra_id_90>",
|
| 118 |
+
"lstrip": true,
|
| 119 |
+
"normalized": true,
|
| 120 |
+
"rstrip": false,
|
| 121 |
+
"single_word": false,
|
| 122 |
+
"special": true
|
| 123 |
+
},
|
| 124 |
+
"32010": {
|
| 125 |
+
"content": "<extra_id_89>",
|
| 126 |
+
"lstrip": true,
|
| 127 |
+
"normalized": true,
|
| 128 |
+
"rstrip": false,
|
| 129 |
+
"single_word": false,
|
| 130 |
+
"special": true
|
| 131 |
+
},
|
| 132 |
+
"32011": {
|
| 133 |
+
"content": "<extra_id_88>",
|
| 134 |
+
"lstrip": true,
|
| 135 |
+
"normalized": true,
|
| 136 |
+
"rstrip": false,
|
| 137 |
+
"single_word": false,
|
| 138 |
+
"special": true
|
| 139 |
+
},
|
| 140 |
+
"32012": {
|
| 141 |
+
"content": "<extra_id_87>",
|
| 142 |
+
"lstrip": true,
|
| 143 |
+
"normalized": true,
|
| 144 |
+
"rstrip": false,
|
| 145 |
+
"single_word": false,
|
| 146 |
+
"special": true
|
| 147 |
+
},
|
| 148 |
+
"32013": {
|
| 149 |
+
"content": "<extra_id_86>",
|
| 150 |
+
"lstrip": true,
|
| 151 |
+
"normalized": true,
|
| 152 |
+
"rstrip": false,
|
| 153 |
+
"single_word": false,
|
| 154 |
+
"special": true
|
| 155 |
+
},
|
| 156 |
+
"32014": {
|
| 157 |
+
"content": "<extra_id_85>",
|
| 158 |
+
"lstrip": true,
|
| 159 |
+
"normalized": true,
|
| 160 |
+
"rstrip": false,
|
| 161 |
+
"single_word": false,
|
| 162 |
+
"special": true
|
| 163 |
+
},
|
| 164 |
+
"32015": {
|
| 165 |
+
"content": "<extra_id_84>",
|
| 166 |
+
"lstrip": true,
|
| 167 |
+
"normalized": true,
|
| 168 |
+
"rstrip": false,
|
| 169 |
+
"single_word": false,
|
| 170 |
+
"special": true
|
| 171 |
+
},
|
| 172 |
+
"32016": {
|
| 173 |
+
"content": "<extra_id_83>",
|
| 174 |
+
"lstrip": true,
|
| 175 |
+
"normalized": true,
|
| 176 |
+
"rstrip": false,
|
| 177 |
+
"single_word": false,
|
| 178 |
+
"special": true
|
| 179 |
+
},
|
| 180 |
+
"32017": {
|
| 181 |
+
"content": "<extra_id_82>",
|
| 182 |
+
"lstrip": true,
|
| 183 |
+
"normalized": true,
|
| 184 |
+
"rstrip": false,
|
| 185 |
+
"single_word": false,
|
| 186 |
+
"special": true
|
| 187 |
+
},
|
| 188 |
+
"32018": {
|
| 189 |
+
"content": "<extra_id_81>",
|
| 190 |
+
"lstrip": true,
|
| 191 |
+
"normalized": true,
|
| 192 |
+
"rstrip": false,
|
| 193 |
+
"single_word": false,
|
| 194 |
+
"special": true
|
| 195 |
+
},
|
| 196 |
+
"32019": {
|
| 197 |
+
"content": "<extra_id_80>",
|
| 198 |
+
"lstrip": true,
|
| 199 |
+
"normalized": true,
|
| 200 |
+
"rstrip": false,
|
| 201 |
+
"single_word": false,
|
| 202 |
+
"special": true
|
| 203 |
+
},
|
| 204 |
+
"32020": {
|
| 205 |
+
"content": "<extra_id_79>",
|
| 206 |
+
"lstrip": true,
|
| 207 |
+
"normalized": true,
|
| 208 |
+
"rstrip": false,
|
| 209 |
+
"single_word": false,
|
| 210 |
+
"special": true
|
| 211 |
+
},
|
| 212 |
+
"32021": {
|
| 213 |
+
"content": "<extra_id_78>",
|
| 214 |
+
"lstrip": true,
|
| 215 |
+
"normalized": true,
|
| 216 |
+
"rstrip": false,
|
| 217 |
+
"single_word": false,
|
| 218 |
+
"special": true
|
| 219 |
+
},
|
| 220 |
+
"32022": {
|
| 221 |
+
"content": "<extra_id_77>",
|
| 222 |
+
"lstrip": true,
|
| 223 |
+
"normalized": true,
|
| 224 |
+
"rstrip": false,
|
| 225 |
+
"single_word": false,
|
| 226 |
+
"special": true
|
| 227 |
+
},
|
| 228 |
+
"32023": {
|
| 229 |
+
"content": "<extra_id_76>",
|
| 230 |
+
"lstrip": true,
|
| 231 |
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"normalized": true,
|
| 232 |
+
"rstrip": false,
|
| 233 |
+
"single_word": false,
|
| 234 |
+
"special": true
|
| 235 |
+
},
|
| 236 |
+
"32024": {
|
| 237 |
+
"content": "<extra_id_75>",
|
| 238 |
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"lstrip": true,
|
| 239 |
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"normalized": true,
|
| 240 |
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"rstrip": false,
|
| 241 |
+
"single_word": false,
|
| 242 |
+
"special": true
|
| 243 |
+
},
|
| 244 |
+
"32025": {
|
| 245 |
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"content": "<extra_id_74>",
|
| 246 |
+
"lstrip": true,
|
| 247 |
+
"normalized": true,
|
| 248 |
+
"rstrip": false,
|
| 249 |
+
"single_word": false,
|
| 250 |
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| 686 |
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|
| 687 |
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|
| 688 |
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|
| 689 |
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|
| 690 |
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|
| 691 |
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|
| 692 |
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|
| 693 |
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|
| 694 |
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|
| 695 |
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|
| 696 |
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|
| 697 |
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|
| 698 |
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|
| 699 |
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|
| 700 |
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|
| 701 |
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|
| 702 |
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|
| 703 |
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|
| 704 |
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|
| 705 |
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|
| 706 |
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|
| 707 |
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},
|
| 708 |
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"32083": {
|
| 709 |
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|
| 710 |
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|
| 711 |
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|
| 712 |
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|
| 713 |
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|
| 714 |
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|
| 715 |
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|
| 716 |
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|
| 717 |
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|
| 718 |
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|
| 719 |
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|
| 720 |
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|
| 721 |
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|
| 722 |
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|
| 723 |
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| 724 |
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|
| 725 |
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|
| 726 |
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|
| 727 |
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|
| 728 |
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|
| 729 |
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|
| 730 |
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|
| 731 |
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| 732 |
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|
| 733 |
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|
| 734 |
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|
| 735 |
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|
| 736 |
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|
| 737 |
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|
| 738 |
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|
| 739 |
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},
|
| 740 |
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|
| 741 |
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|
| 742 |
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|
| 743 |
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|
| 744 |
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|
| 745 |
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|
| 746 |
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|
| 747 |
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},
|
| 748 |
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"32088": {
|
| 749 |
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|
| 750 |
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|
| 751 |
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|
| 752 |
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|
| 753 |
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|
| 754 |
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|
| 755 |
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|
| 756 |
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|
| 757 |
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|
| 758 |
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|
| 759 |
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|
| 760 |
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|
| 761 |
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|
| 762 |
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|
| 763 |
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| 764 |
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|
| 765 |
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|
| 766 |
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|
| 767 |
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|
| 768 |
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|
| 769 |
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|
| 770 |
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|
| 771 |
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| 772 |
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|
| 773 |
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|
| 774 |
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|
| 775 |
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|
| 776 |
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|
| 777 |
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|
| 778 |
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|
| 779 |
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| 780 |
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|
| 781 |
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|
| 782 |
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|
| 783 |
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|
| 784 |
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| 785 |
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|
| 786 |
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|
| 787 |
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},
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| 788 |
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|
| 789 |
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|
| 790 |
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|
| 791 |
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|
| 792 |
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|
| 793 |
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|
| 794 |
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|
| 795 |
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| 796 |
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|
| 797 |
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| 798 |
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| 799 |
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|
| 800 |
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| 801 |
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| 802 |
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|
| 803 |
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| 804 |
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| 805 |
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| 806 |
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| 807 |
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|
| 809 |
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| 810 |
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| 811 |
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| 812 |
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| 813 |
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| 814 |
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| 815 |
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| 817 |
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| 818 |
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| 819 |
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| 821 |
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| 822 |
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| 823 |
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| 825 |
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| 826 |
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| 827 |
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| 828 |
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| 829 |
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| 830 |
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| 832 |
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| 833 |
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| 834 |
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| 835 |
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| 837 |
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| 842 |
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| 843 |
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},
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| 877 |
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| 878 |
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| 879 |
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| 880 |
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| 881 |
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| 882 |
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| 883 |
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| 884 |
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| 885 |
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| 886 |
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| 887 |
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| 888 |
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| 889 |
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| 890 |
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| 891 |
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| 892 |
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| 893 |
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| 894 |
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| 895 |
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| 897 |
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| 898 |
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| 899 |
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| 900 |
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| 901 |
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| 902 |
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| 903 |
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| 907 |
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| 909 |
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| 910 |
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| 911 |
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| 912 |
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| 913 |
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| 914 |
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| 915 |
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| 916 |
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| 917 |
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| 918 |
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| 919 |
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"<extra_id_26>",
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| 920 |
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| 921 |
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|
| 922 |
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| 923 |
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| 924 |
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|
| 925 |
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| 926 |
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| 927 |
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| 928 |
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| 929 |
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"<extra_id_16>",
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| 930 |
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| 931 |
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| 932 |
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| 933 |
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"<extra_id_12>",
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| 934 |
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"<extra_id_11>",
|
| 935 |
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"<extra_id_10>",
|
| 936 |
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|
| 937 |
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"<extra_id_8>",
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| 938 |
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"<extra_id_7>",
|
| 939 |
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"<extra_id_6>",
|
| 940 |
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"<extra_id_5>",
|
| 941 |
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"<extra_id_4>",
|
| 942 |
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"<extra_id_3>",
|
| 943 |
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"<extra_id_2>",
|
| 944 |
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|
| 945 |
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|
| 946 |
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],
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| 947 |
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|
| 948 |
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|
| 949 |
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|
| 950 |
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"eos_token": "</s>",
|
| 951 |
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"errors": "replace",
|
| 952 |
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"mask_token": "<mask>",
|
| 953 |
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"model_max_length": 512,
|
| 954 |
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"pad_token": "<pad>",
|
| 955 |
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"sep_token": "</s>",
|
| 956 |
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"tokenizer_class": "RobertaTokenizer",
|
| 957 |
+
"trim_offsets": true,
|
| 958 |
+
"unk_token": "<unk>"
|
| 959 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 4.0,
|
| 3 |
+
"train_loss": 0.7414002821479045,
|
| 4 |
+
"train_runtime": 7813.3494,
|
| 5 |
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"train_samples_per_second": 7.706,
|
| 6 |
+
"train_steps_per_second": 1.926
|
| 7 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,587 @@
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|
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version https://git-lfs.github.com/spec/v1
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utg4java_pretrain_bleu_metrics.txt
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TESTING RESULTS:
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Elapsed time: 879.7387535572052 seconds
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Elapsed time (formatted): 00:14:39
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BLEU: 0.39087605476379395
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| 1 |
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Log History:
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|
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{"loss": 0.5826, "grad_norm": 1.5459446907043457, "learning_rate": 3.4760434840960946e-06, "epoch": 3.93, "step": 14800}
|
| 79 |
+
{"loss": 0.608, "grad_norm": 3.936332941055298, "learning_rate": 7.918400214736277e-07, "epoch": 3.99, "step": 15000}
|
| 80 |
+
{"eval_loss": 0.5480290651321411, "eval_runtime": 221.6429, "eval_samples_per_second": 8.487, "eval_steps_per_second": 1.065, "epoch": 4.0, "step": 15052}
|
| 81 |
+
{"train_runtime": 7813.3494, "train_samples_per_second": 7.706, "train_steps_per_second": 1.926, "total_flos": 8148659183026176.0, "train_loss": 0.7414002821479045, "epoch": 4.0, "step": 15052}
|
utg4java_pretrain_results.txt
ADDED
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@@ -0,0 +1,60 @@
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|
| 1 |
+
SUMMARY MODEL:
|
| 2 |
+
|
| 3 |
+
Model Params Size: 60492288
|
| 4 |
+
Model Params Size Formatted: 60.49 M
|
| 5 |
+
Model Disk Size: 242030465
|
| 6 |
+
Model Disk Size Formatted: 242.03 MB
|
| 7 |
+
|
| 8 |
+
|
| 9 |
+
TRAINING AND VALIDATION RESULTS:
|
| 10 |
+
|
| 11 |
+
Training batch size: 4
|
| 12 |
+
Validation batch size: 8
|
| 13 |
+
Total expected epochs: 4
|
| 14 |
+
Total expected trainig steps: 15052
|
| 15 |
+
Total expected trainig steps 2: 15052
|
| 16 |
+
Total trained epochs: 4.0
|
| 17 |
+
Total trained steps: 15052
|
| 18 |
+
Elapsed time: 7849.268085718155 seconds
|
| 19 |
+
Elapsed time (formatted): 02:10:49
|
| 20 |
+
Total flos: 8148659183026176.0
|
| 21 |
+
Total flos (formatted): 8.148659e+15
|
| 22 |
+
Best epoch val_loss: 0.5480290651321411
|
| 23 |
+
Best model checkpoint: E:/000_Tesis/test_executions/pretrain_utg4java\checkpoint-15052
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
|
| 27 |
+
SUMMARY DATASETS:
|
| 28 |
+
|
| 29 |
+
Loaded Dataset:
|
| 30 |
+
DatasetDict({
|
| 31 |
+
train: Dataset({
|
| 32 |
+
features: ['text'],
|
| 33 |
+
num_rows: 15052
|
| 34 |
+
})
|
| 35 |
+
valid: Dataset({
|
| 36 |
+
features: ['text'],
|
| 37 |
+
num_rows: 1881
|
| 38 |
+
})
|
| 39 |
+
test: Dataset({
|
| 40 |
+
features: ['text'],
|
| 41 |
+
num_rows: 1882
|
| 42 |
+
})
|
| 43 |
+
})
|
| 44 |
+
|
| 45 |
+
Tokenized Dataset:
|
| 46 |
+
DatasetDict({
|
| 47 |
+
train: Dataset({
|
| 48 |
+
features: ['input_ids'],
|
| 49 |
+
num_rows: 15052
|
| 50 |
+
})
|
| 51 |
+
valid: Dataset({
|
| 52 |
+
features: ['input_ids'],
|
| 53 |
+
num_rows: 1881
|
| 54 |
+
})
|
| 55 |
+
test: Dataset({
|
| 56 |
+
features: ['input_ids'],
|
| 57 |
+
num_rows: 1882
|
| 58 |
+
})
|
| 59 |
+
})
|
| 60 |
+
|
vocab.json
ADDED
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The diff for this file is too large to render.
See raw diff
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