HF
Hugging Face
Language model · United States ·Feb 2024

StarCoder 2 15B

Language Open (Restricted)
15B
Parameters

About StarCoder 2 15B

StarCoder 2 15B is an AI model developed by Hugging Face, in the language category, released in 2024, made available as an open-weights model with 15B params.

On this page you'll find StarCoder 2 15B's full specifications. Review provider pricing and benchmark scores below, or compare StarCoder 2 15B head-to-head with other language models.

→ More models by Hugging Face → All language models → AI benchmarks leaderboard

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Run StarCoder 2 15B locally — what to buy

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Sized to what StarCoder 2 15B actually needs (~8k context at Q4), not to the biggest GPU: Good = cheapest that runs it, Better = best value, Best = most headroom. Speed is a hardware estimate; anything past ~120 tok/s is shown as instant.

Good
Intel Arc B580 12GB
Consumer GPU · ~$249
~39.1 tok/s
Q4 · tight on context · up to 4k ctx
Runs with: ExLlamaV2, KoboldCpp, LM Studio
See full estimate →
Better
Intel Arc A770 16GB
Consumer GPU · ~$329
~48 tok/s
Q4 · fits full context · up to 8k ctx
Runs with: ExLlamaV2, KoboldCpp, LM Studio
See full estimate →
Best
NVIDIA GeForce RTX 5090
Consumer GPU · ~$1,999
~120 tok/s
Q4 · fits full context · up to 8k ctx
Runs with: ExLlamaV2, KoboldCpp, LM Studio
See full estimate →

Software support

·ExLlamaV2 ·KoboldCpp ·LM Studio ·MLX ·Ollama ·SGLang ·TensorRT-LLM ·llama.cpp ·vLLM ?KTransformers ?text-generation-webui

✓ measured · · compatible · — not supported. Informational only — speed is hardware-based.

Consumer GPU
19.2–120+ tok/s
27 options →
Apple
29.3–78.1 tok/s
17 options →
Datacenter GPU
79.2–120+ tok/s
13 options →

Community

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Frequently asked questions

What is StarCoder 2 15B? ▶

StarCoder 2 15B is an AI model developed by Hugging Face, in the language category, released in 2024. It is tracked on GenAIList with its specifications, benchmark scores and provider pricing.

Who created StarCoder 2 15B? ▶

StarCoder 2 15B was developed by Hugging Face and released in 2024.

Is StarCoder 2 15B open source or proprietary? ▶

StarCoder 2 15B ships as an open-weights model: you can download and self-host the weights, though the licence may place some restrictions on use.

How much does StarCoder 2 15B cost? ▶

Pricing for StarCoder 2 15B depends on the provider. See the providers table on this page for the latest API rates.

How does StarCoder 2 15B perform on benchmarks? ▶

Benchmark scores for StarCoder 2 15B are listed on this page as they are published. You can compare it head-to-head with other models on the GenAIList compare tool.

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