subset_model_flan_t5 – AI Model by shivaneej | AlphaNeural AI

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shivaneej/
subset_model_flan_t5

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text2text-generation

generated_from_trainer

google/flan-t5-small

text-generation-inference

endpoints_compatible

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subset_model_flan_t5

This model is a fine-tuned version of google/flan-t5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.2878
Rouge1: 0.2857
Rouge2: 0.15
Rougel: 0.2857
Rougelsum: 0.2857
Gen Len: 19.0

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: 0.0002
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	1	1.3451	0.2857	0.15	0.2857	0.2857	19.0
No log	2.0	2	1.3067	0.2857	0.15	0.2857	0.2857	19.0
No log	3.0	3	1.2925	0.2857	0.15	0.2857	0.2857	19.0
No log	4.0	4	1.2878	0.2857	0.15	0.2857	0.2857	19.0

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3