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Falcon-7b-ecommerce-ChatBot-PeftAdapter – AI Model by UrFavB0i | AlphaNeural AI

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UrFavB0i/
Falcon-7b-ecommerce-ChatBot-PeftAdapter

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tiiuae/falcon-7b

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falcon7binstruct_ecommercebot

This model is a fine-tuned version of tiiuae/falcon-7b on the None 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: 0.0003
train_batch_size: 4
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.05
training_steps: 120
mixed_precision_training: Native AMP

Training results

Framework versions

PEFT 0.12.0
Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1