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Model-text-generation – AI Model by Venkateshgali91 | AlphaNeural AI
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Venkateshgali91
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Model-text-generation
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peft
safetensors
trl
sft
generated_from_trainer
bigscience/bloomz-560m
adapter
bigscience-bloom-rail-1.0
us
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Model-text-generation
This model is a fine-tuned version of
bigscience/bloomz-560m
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 3.7555
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: 1.41e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 5
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
3.7733
1.0
2
3.7625
3.6968
2.0
4
3.7579
3.7151
3.0
6
3.7559
3.8273
4.0
8
3.7551
3.7235
5.0
10
3.7555
Framework versions
PEFT 0.7.1
Transformers 4.36.2
Pytorch 2.1.0+cu121
Datasets 2.15.0
Tokenizers 0.15.1
