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llava_13b_neighborhood_synthetic – AI Model by emendes3 | AlphaNeural AI
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emendes3
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llava_13b_neighborhood_synthetic
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peft
safetensors
llava_llama
generated_from_trainer
liuhaotian/llava-v1.5-13b
adapter
4-bit
bitsandbytes
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llava_13b_neighborhood_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: 0.0399
eval_runtime: 151.4119
eval_samples_per_second: 12.456
eval_steps_per_second: 0.39
epoch: 2.0
step: 118
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
