End of training
Browse files- README.md +90 -0
- adapter_config.json +36 -0
- adapter_model.safetensors +3 -0
- merges.txt +0 -0
- runs/Jul23_12-50-12_tardis/events.out.tfevents.1753267814.tardis.135020.0 +3 -0
- runs/Jul23_12-53-04_tardis/events.out.tfevents.1753267986.tardis.135798.0 +3 -0
- runs/Jul23_12-55-02_tardis/events.out.tfevents.1753268104.tardis.136289.0 +3 -0
- runs/Jul23_12-55-48_tardis/events.out.tfevents.1753268150.tardis.136530.0 +3 -0
- runs/Jul23_12-57-29_tardis/events.out.tfevents.1753268251.tardis.136929.0 +3 -0
- runs/Jul23_12-58-10_tardis/events.out.tfevents.1753268292.tardis.137337.0 +3 -0
- runs/Jul23_13-04-37_tardis/events.out.tfevents.1753268679.tardis.138676.0 +3 -0
- runs/Jul24_10-36-54_tardis/events.out.tfevents.1753346215.tardis.444517.0 +3 -0
- runs/Jul24_10-45-36_tardis/events.out.tfevents.1753346737.tardis.444812.0 +3 -0
- runs/Jul24_10-46-50_tardis/events.out.tfevents.1753346811.tardis.444930.0 +3 -0
- runs/Jul24_10-50-02_tardis/events.out.tfevents.1753347003.tardis.445062.0 +3 -0
- runs/Jul24_10-50-53_tardis/events.out.tfevents.1753347054.tardis.445183.0 +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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---
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library_name: peft
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license: apache-2.0
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base_model: allenai/led-base-16384
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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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- bleu
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- precision
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- recall
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- f1
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model-index:
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- name: Lora_LED_sum_challenge
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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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# Lora_LED_sum_challenge
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This model is a fine-tuned version of [allenai/led-base-16384](https://huggingface.co/allenai/led-base-16384) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 9.9818
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- Rouge1: 0.2094
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- Rouge2: 0.0604
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- Rougel: 0.1683
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- Rougelsum: 0.1689
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- Gen Len: 21.0
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- Bleu: 0.0217
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- Precisions: 0.0745
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- Brevity Penalty: 0.5581
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- Length Ratio: 0.6316
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- Translation Length: 763.0
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- Reference Length: 1208.0
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- Precision: 0.8575
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- Recall: 0.8525
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- F1: 0.8549
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- Hashcode: roberta-large_L17_no-idf_version=0.3.12(hug_trans=4.53.1)
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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: 8
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- seed: 42
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- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- num_epochs: 10
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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 | Bleu | Precisions | Brevity Penalty | Length Ratio | Translation Length | Reference Length | Precision | Recall | F1 | Hashcode |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|:------:|:----------:|:---------------:|:------------:|:------------------:|:----------------:|:---------:|:------:|:------:|:---------------------------------------------------------:|
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| 10.5321 | 1.0 | 7 | 10.5463 | 0.2094 | 0.0604 | 0.1683 | 0.1689 | 21.0 | 0.0217 | 0.0745 | 0.5581 | 0.6316 | 763.0 | 1208.0 | 0.8575 | 0.8525 | 0.8549 | roberta-large_L17_no-idf_version=0.3.12(hug_trans=4.53.1) |
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| 10.3883 | 2.0 | 14 | 10.4317 | 0.2094 | 0.0604 | 0.1683 | 0.1689 | 21.0 | 0.0217 | 0.0745 | 0.5581 | 0.6316 | 763.0 | 1208.0 | 0.8575 | 0.8525 | 0.8549 | roberta-large_L17_no-idf_version=0.3.12(hug_trans=4.53.1) |
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| 10.2749 | 3.0 | 21 | 10.3281 | 0.2094 | 0.0604 | 0.1683 | 0.1689 | 21.0 | 0.0217 | 0.0745 | 0.5581 | 0.6316 | 763.0 | 1208.0 | 0.8575 | 0.8525 | 0.8549 | roberta-large_L17_no-idf_version=0.3.12(hug_trans=4.53.1) |
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| 10.2327 | 4.0 | 28 | 10.2371 | 0.2094 | 0.0604 | 0.1683 | 0.1689 | 21.0 | 0.0217 | 0.0745 | 0.5581 | 0.6316 | 763.0 | 1208.0 | 0.8575 | 0.8525 | 0.8549 | roberta-large_L17_no-idf_version=0.3.12(hug_trans=4.53.1) |
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| 10.1782 | 5.0 | 35 | 10.1595 | 0.2094 | 0.0604 | 0.1683 | 0.1689 | 21.0 | 0.0217 | 0.0745 | 0.5581 | 0.6316 | 763.0 | 1208.0 | 0.8575 | 0.8525 | 0.8549 | roberta-large_L17_no-idf_version=0.3.12(hug_trans=4.53.1) |
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| 10.0863 | 6.0 | 42 | 10.0958 | 0.2094 | 0.0604 | 0.1683 | 0.1689 | 21.0 | 0.0217 | 0.0745 | 0.5581 | 0.6316 | 763.0 | 1208.0 | 0.8575 | 0.8525 | 0.8549 | roberta-large_L17_no-idf_version=0.3.12(hug_trans=4.53.1) |
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| 9.9788 | 7.0 | 49 | 10.0463 | 0.2094 | 0.0604 | 0.1683 | 0.1689 | 21.0 | 0.0217 | 0.0745 | 0.5581 | 0.6316 | 763.0 | 1208.0 | 0.8575 | 0.8525 | 0.8549 | roberta-large_L17_no-idf_version=0.3.12(hug_trans=4.53.1) |
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| 10.0324 | 8.0 | 56 | 10.0111 | 0.2094 | 0.0604 | 0.1683 | 0.1689 | 21.0 | 0.0217 | 0.0745 | 0.5581 | 0.6316 | 763.0 | 1208.0 | 0.8575 | 0.8525 | 0.8549 | roberta-large_L17_no-idf_version=0.3.12(hug_trans=4.53.1) |
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| 9.872 | 9.0 | 63 | 9.9897 | 0.2094 | 0.0604 | 0.1683 | 0.1689 | 21.0 | 0.0217 | 0.0745 | 0.5581 | 0.6316 | 763.0 | 1208.0 | 0.8575 | 0.8525 | 0.8549 | roberta-large_L17_no-idf_version=0.3.12(hug_trans=4.53.1) |
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| 9.9103 | 10.0 | 70 | 9.9818 | 0.2094 | 0.0604 | 0.1683 | 0.1689 | 21.0 | 0.0217 | 0.0745 | 0.5581 | 0.6316 | 763.0 | 1208.0 | 0.8575 | 0.8525 | 0.8549 | roberta-large_L17_no-idf_version=0.3.12(hug_trans=4.53.1) |
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### Framework versions
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- PEFT 0.15.2
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- Transformers 4.53.1
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- Pytorch 2.7.0+cu126
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- Datasets 3.6.0
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- Tokenizers 0.21.1
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "allenai/led-base-16384",
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"bias": "none",
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"corda_config": null,
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 32,
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"lora_bias": false,
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"lora_dropout": 0.1,
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"megatron_config": null,
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| 20 |
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"megatron_core": "megatron.core",
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| 21 |
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 8,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"k_proj",
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"v_proj",
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"q_proj",
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"out_proj"
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],
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"task_type": "SEQ_2_SEQ_LM",
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"trainable_token_indices": null,
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"use_dora": false,
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"use_rslora": false
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}
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@@ -0,0 +1,51 @@
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| 1 |
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{
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| 2 |
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"bos_token": {
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| 3 |
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"content": "<s>",
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| 4 |
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"lstrip": false,
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| 5 |
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"normalized": true,
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| 6 |
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"rstrip": false,
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| 7 |
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"single_word": false
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| 8 |
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},
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| 9 |
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"cls_token": {
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| 10 |
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"content": "<s>",
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| 11 |
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"lstrip": false,
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| 12 |
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"normalized": true,
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| 13 |
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"rstrip": false,
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| 14 |
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"single_word": false
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| 15 |
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},
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| 16 |
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"eos_token": {
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| 17 |
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"content": "</s>",
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| 18 |
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"lstrip": false,
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| 19 |
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"normalized": true,
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| 20 |
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"rstrip": false,
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| 21 |
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"single_word": false
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| 22 |
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},
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| 23 |
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"mask_token": {
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| 24 |
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"content": "<mask>",
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| 25 |
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"lstrip": true,
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| 26 |
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"normalized": true,
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| 27 |
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"rstrip": false,
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| 28 |
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"single_word": false
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| 29 |
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},
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| 30 |
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"pad_token": {
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| 31 |
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"content": "<pad>",
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| 32 |
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"lstrip": false,
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| 33 |
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"normalized": true,
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| 34 |
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"rstrip": false,
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| 35 |
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"single_word": false
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| 36 |
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},
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| 37 |
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"sep_token": {
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| 38 |
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"content": "</s>",
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| 39 |
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"lstrip": false,
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| 40 |
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"normalized": true,
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| 41 |
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"rstrip": false,
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| 42 |
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"single_word": false
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| 43 |
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},
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| 44 |
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"unk_token": {
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| 45 |
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"content": "<unk>",
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| 46 |
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"lstrip": false,
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| 47 |
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"normalized": true,
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| 48 |
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"rstrip": false,
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| 49 |
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"single_word": false
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| 50 |
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}
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| 51 |
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}
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tokenizer.json
ADDED
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
ADDED
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@@ -0,0 +1,58 @@
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|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"0": {
|
| 5 |
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"content": "<s>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": true,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
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"special": true
|
| 11 |
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},
|
| 12 |
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"1": {
|
| 13 |
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"content": "<pad>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": true,
|
| 16 |
+
"rstrip": false,
|
| 17 |
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"single_word": false,
|
| 18 |
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"special": true
|
| 19 |
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},
|
| 20 |
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"2": {
|
| 21 |
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"content": "</s>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": true,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
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},
|
| 28 |
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"3": {
|
| 29 |
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"content": "<unk>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": true,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 34 |
+
"special": true
|
| 35 |
+
},
|
| 36 |
+
"50264": {
|
| 37 |
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"content": "<mask>",
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| 38 |
+
"lstrip": true,
|
| 39 |
+
"normalized": true,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"bos_token": "<s>",
|
| 46 |
+
"clean_up_tokenization_spaces": false,
|
| 47 |
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"cls_token": "<s>",
|
| 48 |
+
"eos_token": "</s>",
|
| 49 |
+
"errors": "replace",
|
| 50 |
+
"extra_special_tokens": {},
|
| 51 |
+
"mask_token": "<mask>",
|
| 52 |
+
"model_max_length": 16384,
|
| 53 |
+
"pad_token": "<pad>",
|
| 54 |
+
"sep_token": "</s>",
|
| 55 |
+
"tokenizer_class": "LEDTokenizer",
|
| 56 |
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"trim_offsets": true,
|
| 57 |
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"unk_token": "<unk>"
|
| 58 |
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}
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training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:227b3210ed894811841b7bc7cacff511016b97328d32b4bd3bb6e89661ba5555
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| 3 |
+
size 5905
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vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
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|
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