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mantis-8b-idefics2-classification-example_4096_regression
Mantis-VL/mantis-8b-idefics2-classification-example_4096_regression
mantis-8b-idefics2-classification-example_4096_regression is a text classification model from Mantis-VL. Use it when you need a label for a piece of text. 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
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- idefics2
- Access
- Public
- Created
- Jun 28, 2024
- Updated
- Jun 30, 2024
- SHA
- cdfbb58b
Try a prompt
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. -->
mantis-8b-idefics2-classification-example_4096_regression
This model is a fine-tuned version of HuggingFaceM4/idefics2-8b on an unknown dataset.
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: 1e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 16
- total_train_batch_size: 64
- total_eval_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 1.0
Training results
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.18.0
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- idefics2
- License
- apache-2.0
- Created
- Jun 28, 2024
- Updated
- Jun 30, 2024