Model capability probe

NVIDIA: Llama 3.1 Nemotron Ultra 253B v1 | vision input

Whether NVIDIA: Llama 3.1 Nemotron Ultra 253B v1 supports vision input cannot be decided from the name alone. Check model ID nvidia/llama-3.1-nemotron-ultra-253b-v1, provider NVIDIA, catalog params, modality, a lightweight runtime probe, and the error body together.

Model

nvidia/llama-3.1-nemotron-ultra-253b-v1

NVIDIA: Llama 3.1 Nemotron Ultra 253B v1

Provider

NVIDIA

11 models in catalog

Capability

vision input

vision-input

Catalog signal

runtime probe required

Context: 131,072

Capability probe summary

Model

nvidia/llama-3.1-nemotron-ultra-253b-v1

Capability

vision-input

Catalog signal

runtime probe required

Read-only check. Detection data burns after 5 minutes.

How to judge this capability

Whether NVIDIA: Llama 3.1 Nemotron Ultra 253B v1 supports vision input cannot be decided from the name alone. Check model ID nvidia/llama-3.1-nemotron-ultra-253b-v1, provider NVIDIA, catalog params, modality, a lightweight runtime probe, and the error body together.

Model: nvidia/llama-3.1-nemotron-ultra-253b-v1
Provider: NVIDIA
Capability: vision input

How to prove it during checking

Read-only check. Detection data burns after 5 minutes.

Start with the catalog signal: runtime probe required, then verify with a real key in read-only mode.
The capability probe must bind model ID nvidia/llama-3.1-nemotron-ultra-253b-v1; do not test another model from the same provider.
vision input · supports frequency_penalty · supports include_reasoning · supports max_tokens · supports presence_penalty

Next action

NVIDIA: Llama 3.1 Nemotron Ultra 253B v1 vision input should turn into an operator action: confirm sale tags, fill the capability matrix, change route, suggest a fallback model, or mark unsupported for now.

Read-only check. Detection data burns after 5 minutes.
Catalog signal: runtime probe required
Context: 131,072

Open key checker

Read-only check. Detection data burns after 5 minutes.

Open models

NVIDIA: Llama 3.1 Nemotron Ultra 253B v1

Open providers

NVIDIA