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falcon-7b-python-code-instruct

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falcon-7b-python-code-instruct

This model is a fine-tuned version of tiiuae/falcon-7b on iamtarun/python_code_instructions_18k_alpaca

Model description

More information needed

Intended uses & limitations

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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: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1

Training results

Framework versions

Transformers 4.31.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

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Base model

tiiuae/falcon-7b

Finetuned

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Dataset used to train taareshg/falcon-7b-python-code-instruct

Evaluation results

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