This model is a fine-tuned version of TheBloke/Mistral-7B-Instruct-v0.1-GPTQ on the generator dataset.
It achieves the following results on the evaluation set:
Loss: 0.5718
Model description
This model can convert a given pseudo-code or algorithm to Python source code.
Intended uses & limitations
This model can be used by reasearchers, students and developers who are struggling to convert algorithms to code.
Training and evaluation data
The model was trained using ananyarn/Algorithm_and_Python_Source_Code.
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 2e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
