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video_prompt_generation
shreyahegde/video_prompt_generation
video_prompt_generation is a machine learning model from shreyahegde. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- May 12, 2024
- Updated
- May 12, 2024
- SHA
- d335eee9
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
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
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- May 12, 2024
- Updated
- May 12, 2024