Hugging FaceReleased February 28, 2024

StarCoder2 15B

Open Source15B parameters

Context

16K

Input

Free (open)

Key Specifications

🏆

Arena Rank

Not disclosed

📐

Context Window

16K

📥

Input Price

per 1M tokens

Free (open)

📤

Output Price

per 1M tokens

Free (open)

🧠

Parameters

15B

🔓

Open Source

Yes

Best For

Code completioncode generationdevelopment

About StarCoder2 15B

StarCoder2 15B is a code-focused large language model developed by the BigCode project in collaboration with Hugging Face. Trained on The Stack v2, one of the largest and most ethically sourced code datasets, it supports over 600 programming languages. At 15 billion parameters with a 16K context window, it delivers strong code completion and generation performance while being fully open-source and transparently trained on permissively licensed data.

Pricing per 1M tokens

Input Tokens

Free (open)

Output Tokens

Free (open)

Other Hugging Face Models

Frequently Asked Questions

What is StarCoder2 15B?
StarCoder2 15B is a code-focused large language model developed by the BigCode project in collaboration with Hugging Face. Trained on The Stack v2, one of the largest and most ethically sourced code datasets, it supports over 600 programming languages. At 15 billion parameters with a 16K context window, it delivers strong code completion and generation performance while being fully open-source and transparently trained on permissively licensed data.
How much does StarCoder2 15B cost?
StarCoder2 15B costs Free (open) per 1 million input tokens and Free (open) per 1 million output tokens. Pricing is based on token usage, making it cost-effective for both small and large-scale applications.
What is StarCoder2 15B's context window?
StarCoder2 15B has a context window of 16K tokens. This determines how much text the model can process in a single request — larger context windows allow the model to handle longer documents, maintain more conversation history, and reason over bigger codebases.
Is StarCoder2 15B open source?
Yes, StarCoder2 15B is open source. This means the model weights are publicly available, allowing developers and organizations to download, fine-tune, and self-host the model on their own infrastructure. Open-source models offer greater flexibility and data privacy control.
What is StarCoder2 15B best for?
StarCoder2 15B is best suited for: Code completion, code generation, development. These use cases leverage the model's specific strengths in terms of capability, speed, and cost-effectiveness within Hugging Face's model lineup.