metadata

library_name: peft
tags:
  - generated_from_trainer
base_model: liuhaotian/llava-v1.5-13b
model-index:
  - name: llava_13b_exact_location_name_synthetic
    results: []

llava_13b_exact_location_name_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: 0.0070
eval_runtime: 47.3236
eval_samples_per_second: 8.981
eval_steps_per_second: 0.571
epoch: 16.0
step: 432

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: 4
total_train_batch_size: 16
total_eval_batch_size: 16
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