ising-calibration-1.5-31b

nvidia/ising-calibration-1.5-31b

NVIDIA-Ising-Calibration-1.5 is a dense multimodal vision-language model built on Gemma 4 31B. It analyzes quantum computing calibration experiment plots and generates structured technical text.

Context Length

262,144 tokens

Input Pricing

$0.18 / 1M

Output Pricing

$0.18 / 1M

Recent Latency

No probes

Model Architecture & Limits

Canonical IDnvidia/ising-calibration-1.5-31b

Publisher / Originatornvidia

Model FamilyGemma

ArchitectureDense multimodal vision-language model (Integrated vision processing for experiment plot images combined with a Gemma 4 31B dense language model for autoregressive text generation.)

Context Window Limit262,144 tokens

Max Output Tokens4,096 tokens

Endpoint Protocolopenai-chat

Capabilities & Modal Surfaces

Chat Conversation✓ Yes

Tool / Function Calling✕ No

Reasoning / Thinking✕ No

Structured Output (JSON)✓ Yes

Vision / Multimodal✓ Yes

Audio Processing✕ No

License & Restrictions

**GOVERNING TERMS:** Use of this trial service is governed by the [NVIDIA API Trial Terms of Service](https://assets.ngc.nvidia.com/products/api-catalog/legal/NVIDIA%20API%20Trial%20Terms%20of%20Service.pdf). Use of this model is governed by the [OpenMDW License Agreement, version 1.1](https://githu

Commercial and research use permitted under governing model and API terms.