Model save
Browse filesThis view is limited to 50 files because it contains too many changes.
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- README.md +78 -0
- all_2490_bart-base/config.json +75 -0
- all_2490_bart-base/generation_config.json +12 -0
- all_2490_bart-base/merges.txt +0 -0
- all_2490_bart-base/model.safetensors +3 -0
- all_2490_bart-base/special_tokens_map.json +15 -0
- all_2490_bart-base/tokenizer.json +0 -0
- all_2490_bart-base/tokenizer_config.json +57 -0
- all_2490_bart-base/training_args.bin +3 -0
- all_2490_bart-base/vocab.json +0 -0
- all_6417_bart-base/config.json +75 -0
- all_6417_bart-base/generation_config.json +12 -0
- all_6417_bart-base/merges.txt +0 -0
- all_6417_bart-base/model.safetensors +3 -0
- all_6417_bart-base/special_tokens_map.json +15 -0
- all_6417_bart-base/tokenizer.json +0 -0
- all_6417_bart-base/tokenizer_config.json +57 -0
- all_6417_bart-base/training_args.bin +3 -0
- all_6417_bart-base/vocab.json +0 -0
- all_8657_bart-base/config.json +75 -0
- all_8657_bart-base/generation_config.json +12 -0
- all_8657_bart-base/merges.txt +0 -0
- all_8657_bart-base/model.safetensors +3 -0
- all_8657_bart-base/special_tokens_map.json +15 -0
- all_8657_bart-base/tokenizer.json +0 -0
- all_8657_bart-base/tokenizer_config.json +57 -0
- all_8657_bart-base/training_args.bin +3 -0
- all_8657_bart-base/vocab.json +0 -0
- all_9843_bart-base/config.json +75 -0
- all_9843_bart-base/generation_config.json +12 -0
- all_9843_bart-base/merges.txt +0 -0
- all_9843_bart-base/model.safetensors +3 -0
- all_9843_bart-base/special_tokens_map.json +15 -0
- all_9843_bart-base/tokenizer.json +0 -0
- all_9843_bart-base/tokenizer_config.json +57 -0
- all_9843_bart-base/training_args.bin +3 -0
- all_9843_bart-base/vocab.json +0 -0
- billsum_7999_bart-base/config.json +75 -0
- billsum_7999_bart-base/generation_config.json +12 -0
- billsum_7999_bart-base/merges.txt +0 -0
- billsum_7999_bart-base/model.safetensors +3 -0
- billsum_7999_bart-base/special_tokens_map.json +15 -0
- billsum_7999_bart-base/tokenizer.json +0 -0
- billsum_7999_bart-base/tokenizer_config.json +57 -0
- billsum_7999_bart-base/training_args.bin +3 -0
- billsum_7999_bart-base/vocab.json +0 -0
- cnn_dailymail_3864_bart-base/config.json +75 -0
- cnn_dailymail_3864_bart-base/generation_config.json +12 -0
- cnn_dailymail_3864_bart-base/merges.txt +0 -0
- cnn_dailymail_3864_bart-base/model.safetensors +3 -0
README.md
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---
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license: apache-2.0
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base_model: facebook/bart-base
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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: all_2490_bart-base
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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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# all_2490_bart-base
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This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.0206
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- Rouge1: 0.2426
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- Rouge2: 0.1208
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- Rougel: 0.2025
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- Rougelsum: 0.2266
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- Gen Len: 19.9945
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 32
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- eval_batch_size: 20
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- seed: 42
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- gradient_accumulation_steps: 16
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- total_train_batch_size: 512
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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: 500
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- num_epochs: 10
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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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| 2.7151 | 0.8 | 500 | 1.1257 | 0.2361 | 0.1122 | 0.1955 | 0.2196 | 19.9978 |
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| 1.0837 | 1.61 | 1000 | 1.0810 | 0.2401 | 0.1176 | 0.1997 | 0.2237 | 19.9953 |
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| 1.0348 | 2.41 | 1500 | 1.0651 | 0.2401 | 0.1179 | 0.1999 | 0.2239 | 19.9957 |
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| 1.0059 | 3.21 | 2000 | 1.0522 | 0.2402 | 0.1183 | 0.2001 | 0.2242 | 19.996 |
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| 0.9855 | 4.02 | 2500 | 1.0439 | 0.2416 | 0.1197 | 0.2014 | 0.2257 | 19.9948 |
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| 0.9642 | 4.82 | 3000 | 1.0361 | 0.2421 | 0.12 | 0.2019 | 0.2263 | 19.9936 |
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| 0.9519 | 5.63 | 3500 | 1.0329 | 0.2415 | 0.1199 | 0.2016 | 0.2258 | 19.9948 |
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| 0.9389 | 6.43 | 4000 | 1.0278 | 0.2424 | 0.1204 | 0.2022 | 0.2265 | 19.9942 |
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| 0.9302 | 7.23 | 4500 | 1.0273 | 0.2422 | 0.1204 | 0.2022 | 0.2264 | 19.9943 |
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| 0.9225 | 8.04 | 5000 | 1.0219 | 0.2421 | 0.1208 | 0.2023 | 0.2263 | 19.9946 |
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| 0.9152 | 8.84 | 5500 | 1.0219 | 0.2429 | 0.1208 | 0.2027 | 0.227 | 19.9948 |
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| 0.911 | 9.64 | 6000 | 1.0206 | 0.2426 | 0.1208 | 0.2025 | 0.2266 | 19.9945 |
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### Framework versions
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- Transformers 4.38.2
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- Pytorch 2.0.0+cu117
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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all_2490_bart-base/config.json
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{
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"_name_or_path": "facebook/bart-base",
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"activation_dropout": 0.1,
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"activation_function": "gelu",
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"add_bias_logits": false,
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"add_final_layer_norm": false,
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"architectures": [
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"BartForConditionalGeneration"
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],
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"attention_dropout": 0.1,
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"bos_token_id": 0,
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"classif_dropout": 0.1,
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"classifier_dropout": 0.0,
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"d_model": 768,
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"decoder_attention_heads": 12,
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"decoder_ffn_dim": 3072,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 6,
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"decoder_start_token_id": 2,
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"dropout": 0.1,
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"early_stopping": true,
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"encoder_attention_heads": 12,
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"encoder_ffn_dim": 3072,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 6,
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"eos_token_id": 2,
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"forced_bos_token_id": 0,
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"forced_eos_token_id": 2,
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"gradient_checkpointing": false,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2"
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},
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2
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},
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"max_position_embeddings": 1024,
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"model_type": "bart",
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"no_repeat_ngram_size": 3,
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"normalize_before": false,
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"normalize_embedding": true,
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"num_beams": 4,
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"num_hidden_layers": 6,
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"pad_token_id": 1,
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"scale_embedding": false,
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"task_specific_params": {
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"summarization": {
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"length_penalty": 1.0,
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"max_length": 128,
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"min_length": 12,
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"num_beams": 4
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},
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"summarization_cnn": {
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"length_penalty": 2.0,
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"max_length": 142,
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"min_length": 56,
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"num_beams": 4
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},
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"summarization_xsum": {
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"length_penalty": 1.0,
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"max_length": 62,
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"min_length": 11,
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"num_beams": 6
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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": 50265
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}
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all_2490_bart-base/generation_config.json
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{
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"bos_token_id": 0,
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"decoder_start_token_id": 2,
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"early_stopping": true,
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"eos_token_id": 2,
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"forced_bos_token_id": 0,
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"forced_eos_token_id": 2,
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"no_repeat_ngram_size": 3,
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"num_beams": 4,
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"pad_token_id": 1,
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"transformers_version": "4.38.2"
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}
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all_2490_bart-base/merges.txt
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all_2490_bart-base/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5e68df4c8f2ce2dfc4926939507f11f285efa4e08c6b3c00b6a1606678fe2324
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size 557912620
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all_2490_bart-base/special_tokens_map.json
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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all_2490_bart-base/tokenizer.json
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all_2490_bart-base/tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"0": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"3": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"50264": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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"mask_token": "<mask>",
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"model_max_length": 1024,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "BartTokenizer",
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"trim_offsets": true,
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"unk_token": "<unk>"
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}
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all_2490_bart-base/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:0d1b57fb322a2650b3c5702bfb69a03cc10e14be914dd108b3175a3091642855
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size 4603
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all_2490_bart-base/vocab.json
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all_6417_bart-base/config.json
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all_6417_bart-base/generation_config.json
ADDED
@@ -0,0 +1,12 @@
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|
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|
all_6417_bart-base/merges.txt
ADDED
The diff for this file is too large to render.
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|
all_6417_bart-base/model.safetensors
ADDED
@@ -0,0 +1,3 @@
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all_6417_bart-base/special_tokens_map.json
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all_6417_bart-base/tokenizer.json
ADDED
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all_6417_bart-base/tokenizer_config.json
ADDED
@@ -0,0 +1,57 @@
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all_6417_bart-base/training_args.bin
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all_6417_bart-base/vocab.json
ADDED
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all_8657_bart-base/config.json
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|
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|
all_8657_bart-base/generation_config.json
ADDED
@@ -0,0 +1,12 @@
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|
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|
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|
all_8657_bart-base/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
all_8657_bart-base/model.safetensors
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
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size 557912620
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all_8657_bart-base/special_tokens_map.json
ADDED
@@ -0,0 +1,15 @@
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all_8657_bart-base/tokenizer.json
ADDED
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|
|
all_8657_bart-base/tokenizer_config.json
ADDED
@@ -0,0 +1,57 @@
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|
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|
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|
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|
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|
35 |
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|
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|
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all_8657_bart-base/training_args.bin
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all_8657_bart-base/vocab.json
ADDED
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|
all_9843_bart-base/config.json
ADDED
@@ -0,0 +1,75 @@
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|
all_9843_bart-base/generation_config.json
ADDED
@@ -0,0 +1,12 @@
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|
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|
all_9843_bart-base/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
all_9843_bart-base/model.safetensors
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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all_9843_bart-base/special_tokens_map.json
ADDED
@@ -0,0 +1,15 @@
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all_9843_bart-base/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
all_9843_bart-base/tokenizer_config.json
ADDED
@@ -0,0 +1,57 @@
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|
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|
all_9843_bart-base/training_args.bin
ADDED
@@ -0,0 +1,3 @@
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all_9843_bart-base/vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
billsum_7999_bart-base/config.json
ADDED
@@ -0,0 +1,75 @@
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|
74 |
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|
75 |
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|
billsum_7999_bart-base/generation_config.json
ADDED
@@ -0,0 +1,12 @@
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|
|
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|
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|
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|
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|
12 |
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|
billsum_7999_bart-base/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
billsum_7999_bart-base/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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size 557912620
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billsum_7999_bart-base/special_tokens_map.json
ADDED
@@ -0,0 +1,15 @@
|
|
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|
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|
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billsum_7999_bart-base/tokenizer.json
ADDED
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billsum_7999_bart-base/tokenizer_config.json
ADDED
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|
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|
18 |
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19 |
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|
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|
21 |
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30 |
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|
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|
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|
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"special": true
|
35 |
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37 |
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|
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|
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|
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},
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|
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|
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|
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"errors": "replace",
|
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"mask_token": "<mask>",
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|
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|
56 |
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"unk_token": "<unk>"
|
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}
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billsum_7999_bart-base/training_args.bin
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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billsum_7999_bart-base/vocab.json
ADDED
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cnn_dailymail_3864_bart-base/config.json
ADDED
@@ -0,0 +1,75 @@
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|
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|
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|
4 |
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|
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|
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|
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|
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"0": "LABEL_0",
|
32 |
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"1": "LABEL_1",
|
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"2": "LABEL_2"
|
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},
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|
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|
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|
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|
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|
75 |
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}
|
cnn_dailymail_3864_bart-base/generation_config.json
ADDED
@@ -0,0 +1,12 @@
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|
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}
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cnn_dailymail_3864_bart-base/merges.txt
ADDED
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|
|
cnn_dailymail_3864_bart-base/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
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1 |
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version https://git-lfs.github.com/spec/v1
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size 557912620
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