End of training
Browse files- README.md +68 -0
- config.json +69 -0
- generation_config.json +7 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Jan23_05-56-02_e17814620201/events.out.tfevents.1705989375.e17814620201.186.0 +3 -0
- special_tokens_map.json +753 -0
- tokenizer.json +0 -0
- tokenizer_config.json +959 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
ADDED
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1 |
+
---
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+
license: apache-2.0
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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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metrics:
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- rouge
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model-index:
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- name: codet5-small-ft-v7-iter-f
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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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# codet5-small-ft-v7-iter-f
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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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It achieves the following results on the evaluation set:
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- Loss: 0.3579
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- Rouge1: 65.1905
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- Rouge2: 58.0093
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- Rougel: 64.6754
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- Rougelsum: 64.9444
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- Gen Len: 12.7593
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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: 16
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- eval_batch_size: 16
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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: 4
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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 | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
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| No log | 1.0 | 20 | 1.2614 | 53.6789 | 41.4991 | 53.6127 | 53.6281 | 11.9259 |
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| No log | 2.0 | 40 | 0.5435 | 53.3609 | 42.8943 | 50.5216 | 50.638 | 16.1852 |
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| No log | 3.0 | 60 | 0.3948 | 57.8859 | 48.6662 | 57.8364 | 57.7638 | 11.4815 |
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| No log | 4.0 | 80 | 0.3579 | 65.1905 | 58.0093 | 64.6754 | 64.9444 | 12.7593 |
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### Framework versions
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- Transformers 4.38.0.dev0
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- Pytorch 2.1.0+cu121
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- Datasets 2.16.1
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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": "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": "4.38.0.dev0",
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"use_cache": true,
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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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"bos_token_id": 1,
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"decoder_start_token_id": 0,
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"eos_token_id": 2,
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"pad_token_id": 0,
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"transformers_version": "4.38.0.dev0"
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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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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:0aedfdc08bc6cd971ad555f006d63abacf6b948ed07e4c6949fa3da647ccce2d
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size 241984552
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runs/Jan23_05-56-02_e17814620201/events.out.tfevents.1705989375.e17814620201.186.0
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:0f831aeb903f970d0c94b42045e25a4975d350a156c40b9006b54bd7b5940ac5
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size 7963
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special_tokens_map.json
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"rstrip": false,
|
435 |
+
"single_word": false
|
436 |
+
},
|
437 |
+
{
|
438 |
+
"content": "<extra_id_37>",
|
439 |
+
"lstrip": true,
|
440 |
+
"normalized": true,
|
441 |
+
"rstrip": false,
|
442 |
+
"single_word": false
|
443 |
+
},
|
444 |
+
{
|
445 |
+
"content": "<extra_id_36>",
|
446 |
+
"lstrip": true,
|
447 |
+
"normalized": true,
|
448 |
+
"rstrip": false,
|
449 |
+
"single_word": false
|
450 |
+
},
|
451 |
+
{
|
452 |
+
"content": "<extra_id_35>",
|
453 |
+
"lstrip": true,
|
454 |
+
"normalized": true,
|
455 |
+
"rstrip": false,
|
456 |
+
"single_word": false
|
457 |
+
},
|
458 |
+
{
|
459 |
+
"content": "<extra_id_34>",
|
460 |
+
"lstrip": true,
|
461 |
+
"normalized": true,
|
462 |
+
"rstrip": false,
|
463 |
+
"single_word": false
|
464 |
+
},
|
465 |
+
{
|
466 |
+
"content": "<extra_id_33>",
|
467 |
+
"lstrip": true,
|
468 |
+
"normalized": true,
|
469 |
+
"rstrip": false,
|
470 |
+
"single_word": false
|
471 |
+
},
|
472 |
+
{
|
473 |
+
"content": "<extra_id_32>",
|
474 |
+
"lstrip": true,
|
475 |
+
"normalized": true,
|
476 |
+
"rstrip": false,
|
477 |
+
"single_word": false
|
478 |
+
},
|
479 |
+
{
|
480 |
+
"content": "<extra_id_31>",
|
481 |
+
"lstrip": true,
|
482 |
+
"normalized": true,
|
483 |
+
"rstrip": false,
|
484 |
+
"single_word": false
|
485 |
+
},
|
486 |
+
{
|
487 |
+
"content": "<extra_id_30>",
|
488 |
+
"lstrip": true,
|
489 |
+
"normalized": true,
|
490 |
+
"rstrip": false,
|
491 |
+
"single_word": false
|
492 |
+
},
|
493 |
+
{
|
494 |
+
"content": "<extra_id_29>",
|
495 |
+
"lstrip": true,
|
496 |
+
"normalized": true,
|
497 |
+
"rstrip": false,
|
498 |
+
"single_word": false
|
499 |
+
},
|
500 |
+
{
|
501 |
+
"content": "<extra_id_28>",
|
502 |
+
"lstrip": true,
|
503 |
+
"normalized": true,
|
504 |
+
"rstrip": false,
|
505 |
+
"single_word": false
|
506 |
+
},
|
507 |
+
{
|
508 |
+
"content": "<extra_id_27>",
|
509 |
+
"lstrip": true,
|
510 |
+
"normalized": true,
|
511 |
+
"rstrip": false,
|
512 |
+
"single_word": false
|
513 |
+
},
|
514 |
+
{
|
515 |
+
"content": "<extra_id_26>",
|
516 |
+
"lstrip": true,
|
517 |
+
"normalized": true,
|
518 |
+
"rstrip": false,
|
519 |
+
"single_word": false
|
520 |
+
},
|
521 |
+
{
|
522 |
+
"content": "<extra_id_25>",
|
523 |
+
"lstrip": true,
|
524 |
+
"normalized": true,
|
525 |
+
"rstrip": false,
|
526 |
+
"single_word": false
|
527 |
+
},
|
528 |
+
{
|
529 |
+
"content": "<extra_id_24>",
|
530 |
+
"lstrip": true,
|
531 |
+
"normalized": true,
|
532 |
+
"rstrip": false,
|
533 |
+
"single_word": false
|
534 |
+
},
|
535 |
+
{
|
536 |
+
"content": "<extra_id_23>",
|
537 |
+
"lstrip": true,
|
538 |
+
"normalized": true,
|
539 |
+
"rstrip": false,
|
540 |
+
"single_word": false
|
541 |
+
},
|
542 |
+
{
|
543 |
+
"content": "<extra_id_22>",
|
544 |
+
"lstrip": true,
|
545 |
+
"normalized": true,
|
546 |
+
"rstrip": false,
|
547 |
+
"single_word": false
|
548 |
+
},
|
549 |
+
{
|
550 |
+
"content": "<extra_id_21>",
|
551 |
+
"lstrip": true,
|
552 |
+
"normalized": true,
|
553 |
+
"rstrip": false,
|
554 |
+
"single_word": false
|
555 |
+
},
|
556 |
+
{
|
557 |
+
"content": "<extra_id_20>",
|
558 |
+
"lstrip": true,
|
559 |
+
"normalized": true,
|
560 |
+
"rstrip": false,
|
561 |
+
"single_word": false
|
562 |
+
},
|
563 |
+
{
|
564 |
+
"content": "<extra_id_19>",
|
565 |
+
"lstrip": true,
|
566 |
+
"normalized": true,
|
567 |
+
"rstrip": false,
|
568 |
+
"single_word": false
|
569 |
+
},
|
570 |
+
{
|
571 |
+
"content": "<extra_id_18>",
|
572 |
+
"lstrip": true,
|
573 |
+
"normalized": true,
|
574 |
+
"rstrip": false,
|
575 |
+
"single_word": false
|
576 |
+
},
|
577 |
+
{
|
578 |
+
"content": "<extra_id_17>",
|
579 |
+
"lstrip": true,
|
580 |
+
"normalized": true,
|
581 |
+
"rstrip": false,
|
582 |
+
"single_word": false
|
583 |
+
},
|
584 |
+
{
|
585 |
+
"content": "<extra_id_16>",
|
586 |
+
"lstrip": true,
|
587 |
+
"normalized": true,
|
588 |
+
"rstrip": false,
|
589 |
+
"single_word": false
|
590 |
+
},
|
591 |
+
{
|
592 |
+
"content": "<extra_id_15>",
|
593 |
+
"lstrip": true,
|
594 |
+
"normalized": true,
|
595 |
+
"rstrip": false,
|
596 |
+
"single_word": false
|
597 |
+
},
|
598 |
+
{
|
599 |
+
"content": "<extra_id_14>",
|
600 |
+
"lstrip": true,
|
601 |
+
"normalized": true,
|
602 |
+
"rstrip": false,
|
603 |
+
"single_word": false
|
604 |
+
},
|
605 |
+
{
|
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 |
+
}
|
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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1 |
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2 |
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3 |
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4 |
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5 |
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6 |
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11 |
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16 |
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23 |
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24 |
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|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
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|
|
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|
|
|
|
1 |
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version https://git-lfs.github.com/spec/v1
|
2 |
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oid sha256:91d66e607044672a2cf5bf4de5367b2bd09a69c28df44710f26212c61b408c8b
|
3 |
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size 4856
|
vocab.json
ADDED
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|
|