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---
license: apache-2.0
---

# Model summary

This is CodeLlama model fine-tuned on Kotlin Exercices dataset. 

# Training setup

The model was trained on one A100 GPU with following hyperparameters:

|         **Hyperparameter**           |             **Value**              |
|:---------------------------:|:----------------------------------------:|
|           `warmup`            |           10%            |
|        `max_lr`        |          1e-4          |
|        `scheduler`        |          linear          |
|        `total_batch_size`        |          256 (~130K tokens per step)          |


# Fine-tuning data

For this model we used 15K exmaples of Kotlin Exercices dataset. For more information about the dataset follow th link.

# Evaluation 

To evaluate we used Kotlin Humaneval (more infromation here)

Fine-tuned model:

**Kotlin Humaneval: 42.24**  
**Kotlin Compleation: 0.344**   

Base model:

**Kotlin Humaneval: 26.89**  
**Kotlin Compleation: 0.388**