Downloads · 30 days
5
28% of all-time downloads
paligemma-vqa
statking/paligemma-vqa
paligemma-vqa is a machine learning model from statking. 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 peft. The card lists the license as gemma.
should probably proofread and complete it, then remove this comment. --
All-time downloads
18
Public
Parameters
2.9B
21.8 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors5.9 GB · 100%
At a glance
- Library
- peft
- License
- gemma
- Model type
- paligemma
- Access
- Public
- Created
- May 24, 2024
- Updated
- May 28, 2024
- SHA
- 620f7195
Base models
Datasets
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. -->
paligemma-vqa
This model is a fine-tuned version of google/paligemma-3b-pt-224 on the vq_av2 dataset. It achieves the following results on the evaluation set:
- Loss: 0.5071
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: 0.0001
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 4
- total_train_batch_size: 256
- total_eval_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 50
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.5618 | 0.5886 | 1000 | 0.5531 |
| 0.5268 | 1.1772 | 2000 | 0.5335 |
| 0.5099 | 1.7657 | 3000 | 0.5071 |
Framework versions
- PEFT 0.11.1
- Transformers 4.41.1
- Pytorch 2.2.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Library
- peft
- Type
- paligemma
- License
- gemma
- Created
- May 24, 2024
- Updated
- May 28, 2024