Katochh/falcon-1b-code-generation

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falcon-1b-code-generation

This model is a fine-tuned version of petals-team/falcon-rw-1b on the codesearchnet dataset. It achieves the following results on the evaluation set:

• —Loss: 0.9849

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
• —trainbatchsize: 2
• —evalbatchsize: 8
• —seed: 42
• —gradientaccumulationsteps: 2
• —totaltrainbatch_size: 4
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —lrschedulerwarmup_ratio: 0.03
• —training_steps: 320

Training results

Framework versions

• —PEFT 0.10.0
• —Transformers 4.40.0
• —Pytorch 2.2.1+cu121
• —Datasets 2.19.0
• —Tokenizers 0.19.1