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falcon_mbpp_ – AI Model by thakurnikhi | AlphaNeural AI

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thakurnikhi/
falcon_mbpp_

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vilsonrodrigues/falcon-7b-instruct-sharded

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falcon_mbpp_

This model is a fine-tuned version of vilsonrodrigues/falcon-7b-instruct-sharded on the mbpp 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: 0.03
training_steps: 180

Training results

Framework versions

Transformers 4.34.0
Pytorch 2.1.0+cu121
Datasets 2.14.5
Tokenizers 0.14.1