AI
Allen Institute for AI
Multimodal model · United States ·Jun 2022

Unified-IO (XL)

Multimodal Open (Restricted)
2.9B
Parameters

About Unified-IO (XL)

Unified-IO (XL) is an AI model developed by Allen Institute for AI, in the multimodal category, released in 2022, made available as an open-weights model with 2.9B params.

On this page you'll find Unified-IO (XL)'s full specifications. Review provider pricing and benchmark scores below, or compare Unified-IO (XL) head-to-head with other multimodal models.

→ More models by Allen Institute for AI → All multimodal models → AI benchmarks leaderboard

Links

Announcement ↗

Run Unified-IO (XL) locally — what to buy

Share this build ↗

Sized to what Unified-IO (XL) 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
59.5–120+ tok/s
33 options →
Apple
59.5–120+ tok/s
18 options →
Datacenter GPU
120+ tok/s
13 options →

Community

Would you run Unified-IO (XL) again?
No votes yet — be the first.
Did it run? — community reports by hardware

No reports yet. Own this model on some hardware? Be the first to confirm it runs.

Discussion

No comments yet. Start the discussion.

More models like Unified-IO (XL)

AI
NeuroChess
· 72.3K
 AI
OlmoEarth v1.1
Allen Institute for AI
 AI
MolmoAct 2
Allen Institute for AI
 AI
OLMo 3.1 32B Think
Allen Institute for AI
 AI
OLMo 3.1 32B Instruct
Allen Institute for AI
 AI
OLMo 3 (family)
Allen Institute for AI

Frequently asked questions

What is Unified-IO (XL)? ▶

Unified-IO (XL) is an AI model developed by Allen Institute for AI, in the multimodal category, released in 2022. It is tracked on GenAIList with its specifications, benchmark scores and provider pricing.

Who created Unified-IO (XL)? ▶

Unified-IO (XL) was developed by Allen Institute for AI and released in 2022.

Is Unified-IO (XL) open source or proprietary? ▶

Unified-IO (XL) 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 Unified-IO (XL) cost? ▶

Pricing for Unified-IO (XL) depends on the provider. See the providers table on this page for the latest API rates.

How does Unified-IO (XL) perform on benchmarks? ▶

Benchmark scores for Unified-IO (XL) are listed on this page as they are published. You can compare it head-to-head with other models on the GenAIList compare tool.

No videos yet. Know a good one? Add it below.

Know a great video about Unified-IO (XL)?