video_prompt_generation – AI Model by shreyahegde | AlphaNeural AI

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shreyahegde/
video_prompt_generation

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text2text-generation

generated_from_trainer

google/flan-t5-base

text-generation-inference

endpoints_compatible

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video_prompt_generation

This model is a fine-tuned version of google/flan-t5-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: nan
Rouge1: 0.1089
Rouge2: 0.023
Rougel: 0.0946
Rougelsum: 0.0943
Gen Len: 10.5833

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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	12	nan	0.1089	0.023	0.0946	0.0943	10.5833
No log	2.0	24	nan	0.1089	0.023	0.0946	0.0943	10.5833
No log	3.0	36	nan	0.1089	0.023	0.0946	0.0943	10.5833
No log	4.0	48	nan	0.1089	0.023	0.0946	0.0943	10.5833
No log	5.0	60	nan	0.1089	0.023	0.0946	0.0943	10.5833

Framework versions

Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1