Overview

The budecosystem/code-millenials-13b is a 13 billion parameter model from Bud Ecosystem, engineered for advanced code generation. This model is part of a series that aims to set new benchmarks in code-specific language models. It was trained on 8 A100 80GB GPUs for approximately 15 hours, utilizing a per_device_train_batch_size of 2 and a learning rate of 2e-5.

Key Capabilities

• High Performance Code Generation: Achieves a HumanEval pass@1 score of 76.21, positioning it as a highly capable model for various coding challenges.
• Strong Benchmark Results: Outperforms many existing models in its size class on the HumanEval benchmark, demonstrating its effectiveness in generating correct and efficient code.
• Optimized for Code Tasks: Specifically fine-tuned to excel in code generation, making it a specialized tool for developers.

Good For

• Code Completion and Generation: Ideal for developers needing assistance with writing new code or completing existing code snippets.
• Automated Programming Tasks: Suitable for integrating into development workflows to automate parts of the coding process.
• Research and Development: Provides a strong baseline for further research into code-centric large language models.