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DS-Chatbox-mbart-large-50 – AI Model by antphb | AlphaNeural AI
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DS-Chatbox-mbart-large-50
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transformers
pytorch
tensorboard
mbart
text-generation
generated_from_trainer
mit
autotrain_compatible
endpoints_compatible
us
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DS-Chatbox-mbart-large-50
This model is a fine-tuned version of
facebook/mbart-large-50
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.0014
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: 0.0005
train_batch_size: 4
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 64
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 100
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
0.977
0.19
100
0.0001
0.023
0.38
200
0.0002
0.0005
0.57
300
0.0005
0.0007
0.76
400
0.0006
0.0012
0.95
500
0.0014
Framework versions
Transformers 4.30.1
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3
