HF
Hugging Face
Language model · United States ·Jan 2023

SantaCoder

Language Open (Restricted)
1.1B
Parameters

About SantaCoder

SantaCoder is an AI model developed by Hugging Face, in the language category, released in 2023, made available as an open-weights model with 1.1B params.

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

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

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Announcement ↗

Run SantaCoder locally — what to buy

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Sized to what SantaCoder 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.

Best
Intel Arc B580 12GB
Consumer GPU · ~$249
~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
120+ tok/s
33 options →
Apple
120+ tok/s
18 options →
Datacenter GPU
120+ tok/s
13 options →

Community

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Frequently asked questions

What is SantaCoder? ▶

SantaCoder is an AI model developed by Hugging Face, in the language category, released in 2023. It is tracked on GenAIList with its specifications, benchmark scores and provider pricing.

Who created SantaCoder? ▶

SantaCoder was developed by Hugging Face and released in 2023.

Is SantaCoder open source or proprietary? ▶

SantaCoder 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 SantaCoder cost? ▶

Pricing for SantaCoder depends on the provider. See the providers table on this page for the latest API rates.

How does SantaCoder perform on benchmarks? ▶

Benchmark scores for SantaCoder 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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