CodeLlama-13b-hf-rust-finetune

This model is a fine-tuned version of codellama/CodeLlama-13b-hf on an ammarnasr/the-stack-rust-clean dataset. It achieves the following results on the evaluation set:

• Loss: 0.4809

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: 2.5e-05
• train_batch_size: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 1
• training_steps: 500

Training results

Training Loss	Epoch	Step	Validation Loss
0.4848	0.02	500	0.4809

Framework versions

• Transformers 4.34.0
• Pytorch 2.0.1+cu118
• Datasets 2.14.5
• Tokenizers 0.14.1