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⭐ Today we’re releasing The Stack v2 & StarCoder2:  a series of 3B, 7B & 15B code generation models trained on 3.3 to 4.5 trillion tokens of code: 
⭐ Today we’re releasing The Stack v2 & StarCoder2:  a series of 3B, 7B & 15B code generation models trained on 3.3 to 4.5 trillion tokens of code: 
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- StarCoder2-15B matches or outperforms CodeLlama 34B, and approaches DeepSeek-33B on multiple benchmarks.
- StarCoder2-15B matches or outperforms CodeLlama 34B, and approaches DeepSeek-33B on multiple benchmarks.
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- StarCoder2-3B outperforms StarCoderBase-15B and similar sized models.
- StarCoder2-3B outperforms StarCoderBase-15B and similar sized models.
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- The Stack v2 a 4x larger dataset than the Stack v1, resulting in 900B unique code tokens 🚀
- The Stack v2 a 4x larger dataset than the Stack v1, resulting in 900B unique code tokens 🚀
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As always, we released everything from models and datasets to curation code. Enjoy!
As always, we released everything from models and datasets to curation code. Enjoy!
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🔗  StarCoder2 collection: 
🔗  StarCoder2 collection: 
resource
https://huggingface.co/collections/bigcode/starcoder2-65de6da6e87db3383572be1a
collection
bigcode/starcoder2-65de6da6e87db3383572be1a
https://huggingface.co/collections/bigcode/starcoder2-65de6da6e87db3383572be1a
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🔗  Paper: 
🔗  Paper: 
link
https://drive.google.com/file/d/17iGn3c-sYNiLyRSY-A85QOzgzGnGiVI3/view
https://drive.google.com/file/d/17iGn3c-sYNiLyRSY-A85QOzgzGnGiVI3/view
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🔗  BlogPost: 
🔗  BlogPost: 
link
https://huggingface.co/blog/starcoder2
https://huggingface.co/blog/starcoder2
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🔗  Code Leaderboard: 
🔗  Code Leaderboard: 
resource
https://huggingface.co/spaces/bigcode/bigcode-models-leaderboard
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bigcode/bigcode-models-leaderboard
https://huggingface.co/spaces/bigcode/bigcode-models-leaderboard
⭐ Today we’re releasing The Stack v2 & StarCoder2:  a series of 3B, 7B & 15B code generation models trained on 3.3 to 4.5 trillion tokens of code: 

- StarCoder2-15B matches or outperforms CodeLlama 34B, and approaches DeepSeek-33B on multiple benchmarks.
- StarCoder2-3B outperforms StarCoderBase-15B and similar sized models.
- The Stack v2 a 4x larger dataset than the Stack v1, resulting in 900B unique code tokens 🚀
As always, we released everything from models and datasets to curation code. Enjoy!

🔗  StarCoder2 collection: https://huggingface.co/collections/bigcode/starcoder2-65de6da6e87db3383572be1a 
🔗  Paper: https://drive.google.com/file/d/17iGn3c-sYNiLyRSY-A85QOzgzGnGiVI3/view 
🔗  BlogPost: https://huggingface.co/blog/starcoder2
🔗  Code Leaderboard: https://huggingface.co/spaces/bigcode/bigcode-models-leaderboard
🤗
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