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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: facebook/bart-large
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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: cu-go-bart-large-gc
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+ results: []
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+ ---
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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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+
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+ # cu-go-bart-large-gc
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+
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+ This model is a fine-tuned version of [facebook/bart-large](https://huggingface.co/facebook/bart-large) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.3380
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+ - Rouge1: 56.6424
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+ - Rouge2: 31.6294
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+ - Rougel: 38.8938
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+ - Rougelsum: 51.9078
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+ - Gen Len: 119.4535
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 4
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+ - eval_batch_size: 4
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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: 3.0
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+
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+ ### Training results
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+
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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 | 86 | 1.3532 | 54.8564 | 29.5263 | 36.6465 | 50.2558 | 116.6512 |
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+ | No log | 2.0 | 172 | 1.3118 | 56.6239 | 31.6121 | 39.2945 | 51.7651 | 117.9419 |
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+ | No log | 3.0 | 258 | 1.3380 | 56.6424 | 31.6294 | 38.8938 | 51.9078 | 119.4535 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.35.0.dev0
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+ - Pytorch 2.0.1+cu117
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+ - Datasets 2.12.0
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+ - Tokenizers 0.14.1
config.json ADDED
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+ {
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+ "_name_or_path": "facebook/bart-large",
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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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+ "BartForConditionalGeneration"
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+ ],
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+ "early_stopping": true,
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+ }
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+ },
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.35.0.dev0",
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+ "use_cache": true,
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+ "vocab_size": 50265
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+ }
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