Model save

README.md

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+---
+license: apache-2.0
+base_model: facebook/bart-base
+tags:
+- generated_from_trainer
+metrics:
+- rouge
+model-index:
+- name: xsum_1677_bart-base
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# xsum_1677_bart-base
+
+This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.6469
+- Rouge1: 0.3879
+- Rouge2: 0.1787
+- Rougel: 0.3238
+- Rougelsum: 0.3238
+- Gen Len: 19.6644
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 16
+- total_train_batch_size: 128
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
+|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
+| 0.8336        | 0.31  | 500   | 0.7274          | 0.3493 | 0.139  | 0.2847 | 0.2847    | 19.511  |
+| 0.7963        | 0.63  | 1000  | 0.6994          | 0.3637 | 0.1506 | 0.2977 | 0.2976    | 19.6179 |
+| 0.7543        | 0.94  | 1500  | 0.6876          | 0.365  | 0.1531 | 0.2999 | 0.2999    | 19.5356 |
+| 0.7461        | 1.25  | 2000  | 0.6795          | 0.3709 | 0.1584 | 0.3052 | 0.3051    | 19.6224 |
+| 0.7193        | 1.57  | 2500  | 0.6739          | 0.3684 | 0.1593 | 0.3048 | 0.3047    | 19.5721 |
+| 0.7225        | 1.88  | 3000  | 0.6666          | 0.371  | 0.16   | 0.3063 | 0.3063    | 19.5672 |
+| 0.6779        | 2.2   | 3500  | 0.6660          | 0.3745 | 0.1632 | 0.31   | 0.31      | 19.5619 |
+| 0.673         | 2.51  | 4000  | 0.6618          | 0.3763 | 0.1653 | 0.3117 | 0.3117    | 19.6738 |
+| 0.6848        | 2.82  | 4500  | 0.6578          | 0.3803 | 0.168  | 0.3145 | 0.3145    | 19.6308 |
+| 0.6526        | 3.14  | 5000  | 0.6581          | 0.3803 | 0.1679 | 0.3141 | 0.3141    | 19.6503 |
+| 0.6497        | 3.45  | 5500  | 0.6555          | 0.3776 | 0.1681 | 0.3132 | 0.3133    | 19.643  |
+| 0.6483        | 3.76  | 6000  | 0.6520          | 0.3803 | 0.17   | 0.3153 | 0.3152    | 19.6666 |
+| 0.6249        | 4.08  | 6500  | 0.6535          | 0.383  | 0.1736 | 0.3186 | 0.3185    | 19.6371 |
+| 0.628         | 4.39  | 7000  | 0.6531          | 0.3825 | 0.1728 | 0.3181 | 0.318     | 19.6159 |
+| 0.6288        | 4.7   | 7500  | 0.6495          | 0.3827 | 0.1727 | 0.3181 | 0.3181    | 19.6695 |
+| 0.5921        | 5.02  | 8000  | 0.6509          | 0.3825 | 0.173  | 0.318  | 0.318     | 19.6447 |
+| 0.6003        | 5.33  | 8500  | 0.6513          | 0.3833 | 0.1742 | 0.3198 | 0.3197    | 19.6866 |
+| 0.5922        | 5.65  | 9000  | 0.6482          | 0.3837 | 0.1737 | 0.3195 | 0.3195    | 19.719  |
+| 0.5878        | 5.96  | 9500  | 0.6483          | 0.3824 | 0.1737 | 0.3185 | 0.3185    | 19.6156 |
+| 0.5646        | 6.27  | 10000 | 0.6503          | 0.3851 | 0.1754 | 0.3203 | 0.3204    | 19.6693 |
+| 0.5753        | 6.59  | 10500 | 0.6473          | 0.3855 | 0.1761 | 0.3206 | 0.3206    | 19.6873 |
+| 0.579         | 6.9   | 11000 | 0.6467          | 0.3861 | 0.1769 | 0.3223 | 0.3223    | 19.6635 |
+| 0.5865        | 7.21  | 11500 | 0.6480          | 0.3862 | 0.176  | 0.3213 | 0.3212    | 19.7016 |
+| 0.5746        | 7.53  | 12000 | 0.6480          | 0.3878 | 0.1785 | 0.3235 | 0.3236    | 19.6531 |
+| 0.5678        | 7.84  | 12500 | 0.6460          | 0.3868 | 0.1776 | 0.3221 | 0.322     | 19.7039 |
+| 0.5584        | 8.15  | 13000 | 0.6485          | 0.3875 | 0.178  | 0.3233 | 0.3233    | 19.6565 |
+| 0.5484        | 8.47  | 13500 | 0.6477          | 0.3867 | 0.1777 | 0.3223 | 0.3224    | 19.6937 |
+| 0.558         | 8.78  | 14000 | 0.6468          | 0.3873 | 0.1781 | 0.323  | 0.323     | 19.6823 |
+| 0.5482        | 9.1   | 14500 | 0.6475          | 0.3878 | 0.1787 | 0.3231 | 0.3232    | 19.6896 |
+| 0.5551        | 9.41  | 15000 | 0.6475          | 0.388  | 0.1783 | 0.3238 | 0.3237    | 19.666  |
+| 0.5488        | 9.72  | 15500 | 0.6469          | 0.3879 | 0.1787 | 0.3238 | 0.3238    | 19.6644 |
+
+
+### Framework versions
+
+- Transformers 4.37.2
+- Pytorch 2.2.0+cu121
+- Datasets 2.16.1
+- Tokenizers 0.15.1

config.json

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+{
+  "_name_or_path": "facebook/bart-base",
+  "activation_dropout": 0.1,
+  "activation_function": "gelu",
+  "add_bias_logits": false,
+  "add_final_layer_norm": false,
+  "architectures": [
+    "BartForConditionalGeneration"
+  ],
+  "attention_dropout": 0.1,
+  "bos_token_id": 0,
+  "classif_dropout": 0.1,
+  "classifier_dropout": 0.0,
+  "d_model": 768,
+  "decoder_attention_heads": 12,
+  "decoder_ffn_dim": 3072,
+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 6,
+  "decoder_start_token_id": 2,
+  "dropout": 0.1,
+  "early_stopping": true,
+  "encoder_attention_heads": 12,
+  "encoder_ffn_dim": 3072,
+  "encoder_layerdrop": 0.0,
+  "encoder_layers": 6,
+  "eos_token_id": 2,
+  "forced_bos_token_id": 0,
+  "forced_eos_token_id": 2,
+  "gradient_checkpointing": false,
+  "id2label": {
+    "0": "LABEL_0",
+    "1": "LABEL_1",
+    "2": "LABEL_2"
+  },
+  "init_std": 0.02,
+  "is_encoder_decoder": true,
+  "label2id": {
+    "LABEL_0": 0,
+    "LABEL_1": 1,
+    "LABEL_2": 2
+  },
+  "max_position_embeddings": 1024,
+  "model_type": "bart",
+  "no_repeat_ngram_size": 3,
+  "normalize_before": false,
+  "normalize_embedding": true,
+  "num_beams": 4,
+  "num_hidden_layers": 6,
+  "pad_token_id": 1,
+  "scale_embedding": false,
+  "task_specific_params": {
+    "summarization": {
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+      "max_length": 128,
+      "min_length": 12,
+      "num_beams": 4
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+      "max_length": 62,
+      "min_length": 11,
+      "num_beams": 6
+    }
+  },
+  "torch_dtype": "float32",
+  "transformers_version": "4.37.2",
+  "use_cache": true,
+  "vocab_size": 50265
+}

generation_config.json

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+{
+  "bos_token_id": 0,
+  "decoder_start_token_id": 2,
+  "early_stopping": true,
+  "eos_token_id": 2,
+  "forced_bos_token_id": 0,
+  "forced_eos_token_id": 2,
+  "no_repeat_ngram_size": 3,
+  "num_beams": 4,
+  "pad_token_id": 1,
+  "transformers_version": "4.37.2"
+}

model.safetensors

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special_tokens_map.json

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+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
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+    "rstrip": false,
+    "single_word": false
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+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "unk_token": "<unk>"
+}

tokenizer_config.json

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+{
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+  "model_max_length": 1024,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "tokenizer_class": "BartTokenizer",
+  "trim_offsets": true,
+  "unk_token": "<unk>"
+}

training_args.bin

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xsum_1677_bart-base/config.json

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+{
+  "_name_or_path": "facebook/bart-base",
+  "activation_dropout": 0.1,
+  "activation_function": "gelu",
+  "add_bias_logits": false,
+  "add_final_layer_norm": false,
+  "architectures": [
+    "BartForConditionalGeneration"
+  ],
+  "attention_dropout": 0.1,
+  "bos_token_id": 0,
+  "classif_dropout": 0.1,
+  "classifier_dropout": 0.0,
+  "d_model": 768,
+  "decoder_attention_heads": 12,
+  "decoder_ffn_dim": 3072,
+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 6,
+  "decoder_start_token_id": 2,
+  "dropout": 0.1,
+  "early_stopping": true,
+  "encoder_attention_heads": 12,
+  "encoder_ffn_dim": 3072,
+  "encoder_layerdrop": 0.0,
+  "encoder_layers": 6,
+  "eos_token_id": 2,
+  "forced_bos_token_id": 0,
+  "forced_eos_token_id": 2,
+  "gradient_checkpointing": false,
+  "id2label": {
+    "0": "LABEL_0",
+    "1": "LABEL_1",
+    "2": "LABEL_2"
+  },
+  "init_std": 0.02,
+  "is_encoder_decoder": true,
+  "label2id": {
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+    "LABEL_1": 1,
+    "LABEL_2": 2
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+  "max_position_embeddings": 1024,
+  "model_type": "bart",
+  "no_repeat_ngram_size": 3,
+  "normalize_before": false,
+  "normalize_embedding": true,
+  "num_beams": 4,
+  "num_hidden_layers": 6,
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+  },
+  "torch_dtype": "float32",
+  "transformers_version": "4.37.2",
+  "use_cache": true,
+  "vocab_size": 50265
+}

xsum_1677_bart-base/generation_config.json

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xsum_1677_bart-base/model.safetensors

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xsum_1677_bart-base/special_tokens_map.json

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xsum_1677_bart-base/tokenizer_config.json

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+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "tokenizer_class": "BartTokenizer",
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+}

xsum_1677_bart-base/training_args.bin

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