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starcoder-1B-code2instruction – AI Model by Venkatesh4342 | AlphaNeural AI

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Venkatesh4342/
starcoder-1B-code2instruction

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bigcode/starcoderbase-1b

bigcode-openrail-m

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starcoder-1B-code2instruction

This model is a fine-tuned version of bigcode/starcoderbase-1b 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: 0.0005
train_batch_size: 13
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 3
total_train_batch_size: 39
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 30
num_epochs: 1

Training results

Framework versions

PEFT 0.10.0
Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.16.1
Tokenizers 0.15.2