TI
Tokyo Institute of Technology
Language model · Japan ·Apr 2024

Swallow

Language Open (Restricted)
70M
Parameters

About Swallow

Swallow is an AI model developed by Tokyo Institute of Technology, in the language category, released in 2024, made available as an open-weights model with 0.1B params.

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

→ More models by Tokyo Institute of Technology → All language models → AI benchmarks leaderboard

Links

Announcement ↗

Run Swallow locally — what to buy

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Sized to what Swallow 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 Swallow? ▶

Swallow is an AI model developed by Tokyo Institute of Technology, in the language category, released in 2024. It is tracked on GenAIList with its specifications, benchmark scores and provider pricing.

Who created Swallow? ▶

Swallow was developed by Tokyo Institute of Technology and released in 2024.

Is Swallow open source or proprietary? ▶

Swallow 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 Swallow cost? ▶

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

How does Swallow perform on benchmarks? ▶

Benchmark scores for Swallow 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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