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fine-tuned_caption_falcon_7b_instruct – AI Model by ayush-vatsal | AlphaNeural AI

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ayush-vatsal/
fine-tuned_caption_falcon_7b_instruct

like

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adapter-transformers

text2text-generation

ayush-vatsal/description_to_caption

vilsonrodrigues/falcon-7b-instruct-sharded

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outputs

This model is a fine-tuned version of vilsonrodrigues/falcon-7b-instruct-sharded on a captions dataset.

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: 16
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.05
num_epochs: 30

Training results

Framework versions

Transformers 4.31.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3