hsb-mistral-7b

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2.

Model description

This is a fine-tune for the upper sorbian language.

Intended uses & limitations

This model is merely an experiment and simply a plaything; it may generate inaccurate results.

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 6.25e-05
• train_batch_size: 1
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 8
• total_train_batch_size: 8
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.05
• num_epochs: 3

Training results

Framework versions

• Transformers 4.39.0.dev0
• Pytorch 2.2.0
• Datasets 2.17.1
• Tokenizers 0.15.2