Edit model card

llava_13b_country

This model is a fine-tuned version of liuhaotian/llava-v1.5-13b on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.6820

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: 4
  • eval_batch_size: 4
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 8
  • total_train_batch_size: 32
  • total_eval_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.03
  • num_epochs: 10.0

Training results

Training Loss Epoch Step Validation Loss
0.8996 1.0 9 1.0150
0.2338 2.0 18 1.1114
0.0743 3.0 27 1.1836
0.0278 4.0 36 1.4034
0.0122 5.0 45 1.4664
0.0129 6.0 54 1.4691
0.0062 7.0 63 1.4761
0.0026 8.0 72 1.4731
0.0018 9.0 81 1.6151
0.0012 10.0 90 1.6820

Framework versions

  • PEFT 0.10.0
  • Transformers 4.37.2
  • Pytorch 2.1.2+cu121
  • Tokenizers 0.15.1
Downloads last month
4
Inference API
Unable to determine this model’s pipeline type. Check the docs .

Model tree for emendes3/llava_13b_country

Adapter
(22)
this model