seanmemery/ShaderLLM-CodeLlama-13b-it

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ShaderLLM-CodeLlama-13b-it

This model is a fine-tuned version of codellama/CodeLlama-13b-Instruct-hf on the generator dataset. It achieves the following results on the evaluation set:

• —Loss: 0.7616

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: 0.0025
• —trainbatchsize: 4
• —evalbatchsize: 1
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: polynomial
• —num_epochs: 2

Training results

Framework versions

• —Transformers 4.39.3
• —Pytorch 2.2.2
• —Datasets 2.18.0
• —Tokenizers 0.15.2