llava_13b_country_synthetic

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:

• eval_loss: 0.0060
• eval_runtime: 79.5724
• eval_samples_per_second: 12.203
• eval_steps_per_second: 0.39
• epoch: 19.0
• step: 589

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: 20.0

Framework versions

• PEFT 0.10.0
• Transformers 4.37.2
• Pytorch 2.1.2+cu121
• Tokenizers 0.15.1