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bart-base-finetuned-mini-chatbot – AI Model by GuysTrans | AlphaNeural AI
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GuysTrans
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bart-base-finetuned-mini-chatbot
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transformers
pytorch
bart
text2text-generation
generated_from_trainer
GuysTrans/bart-base-finetuned-mini-chatbot
finetune
apache-2.0
endpoints_compatible
us
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bart-base-finetuned-mini-chatbot
This model is a fine-tuned version of
GuysTrans/bart-base-finetuned-mini-chatbot
on the None dataset. It achieves the following results on the evaluation set:
Loss: 2.7679
Rouge1: 9.0625
Rouge2: 2.3398
Rougel: 7.2415
Rougelsum: 8.8463
Bleu-1: 0.0031
Bleu-2: 0.0014
Bleu-3: 0.0007
Bleu-4: 0.0005
Gen Len: 20.0
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: 2e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
Rouge1
Rouge2
Rougel
Rougelsum
Bleu-1
Bleu-2
Bleu-3
Bleu-4
Gen Len
2.2559
1.0
22880
2.7679
9.0625
2.3398
7.2415
8.8463
0.0031
0.0014
0.0007
0.0005
20.0
Framework versions
Transformers 4.33.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3
