This record's address changed on 22 August 2026. It now lives at yfarmx.com/ai/models/nvidia/nemotron-nano-12b-v2-vl-free/. Update any saved link.
NVIDIA: Nemotron Nano 12B 2 VL (free) is NVIDIA's model. Its measured tokenizer sits with the Mistral group, which is evidence that it builds on the Mistral tokenizer. Tokenizer reuse is normal engineering, open vocabularies travel between labs, and this says nothing against NVIDIA's authorship of the model itself.
| Signal | Result | Reference |
|---|---|---|
| Tokenizer signature | Measured with 3 corrupt rows excluded | – |
| API surface | No other entry shares this exact contract | api_22e5c378 |
| Context and output | 128,000 context · 128,000 max output | declared |
| Reasoning contract | Optional | declared |
| Serving providers observed | Nvidia | measured 21 August 2026 |
Click a row to open the full comparison.
An x marks a row excluded as corrupt (caching or provider interference detected during measurement). Overhead subtracted: 15 prompt tokens.
NVIDIA Nemotron Nano 2 VL is a 12-billion-parameter open multimodal reasoning model designed for video understanding and document intelligence. It introduces a hybrid Transformer-Mamba architecture, combining transformer-level accuracy with Mamba’s...
Supported parameters
include_reasoningmax_tokensreasoningseedtemperaturetool_choicetoolstop_p
defaults: {"temperature":null,"top_p":null,"frequency_penalty":null}
Cite this page as the evidence record for NVIDIA: Nemotron Nano 12B 2 VL (free): the URL is stable, measurements are dated, and revisions append to the history above. Method: tokenizer fingerprinting, v1, 50 strings. The raw data behind every figure is on the data page.
