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starcoderbase_1b_LoRA – AI Model by dugoalberto | AlphaNeural AI

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dugoalberto/
starcoderbase_1b_LoRA

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bigcode/starcoderbase-1b

bigcode-openrail-m

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starcoderbase1_LoRA

This model is a fine-tuned version of bigcode/starcoderbase-1b on an unknown 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: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.05
training_steps: 60
mixed_precision_training: Native AMP

Training results

Framework versions

PEFT 0.11.2.dev0
Transformers 4.41.0
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1