metadata
library_name: peft
tags:
- generated_from_trainer
base_model: liuhaotian/llava-v1.5-13b
model-index:
- name: llava_13b_city_synthetic
results: []
llava_13b_city_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: 0.0147
- eval_runtime: 55.0126
- eval_samples_per_second: 15.76
- eval_steps_per_second: 0.509
- epoch: 3.0
- step: 84
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
Framework versions
- PEFT 0.10.0
- Transformers 4.37.2
- Pytorch 2.1.2+cu121
- Tokenizers 0.15.1