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Open-weight model

nv-reason-ct-onnx

by Jarrel Seah jarrelscy/nv-reason-ct-onnx

nv-reason-ct-onnx is an open-weight model from Jarrel Seah, released under other. Its published files total 7.8 GB.

ONNX conversion of nvidia/NV-Reason-CT for ONNX Runtime Web with WebGPU. These files are used by https://jarrelscy.github.io/nv-reason-ct-web/ (source: https://github.com/jarrelscy/nv-reason-ct-web), which runs the model entirely in the browser.

Parameters—
Context—
Weights1.6 MB
Licenseother
AccessOpen weights
Monthly Downloads—

Model Card

ONNX conversion of nvidia/NV-Reason-CT for ONNX Runtime Web with WebGPU. These files are used by https://jarrelscy.github.io/nv-reason-ct-web/ (source: https://github.com/jarrelscy/nv-reason-ct-web), which runs the model entirely in the browser. Each.json manifest lists the ONNX graph, its external data chunks (split to fit browser buffer limits) and the decoder state names. The decoders use fp32 activations and MatMulNBits weights, and the lmhead is pruned to the last token. Token embeddings are tied to lmhead, so they are not stored separately; the web app dequantises embedding rows from the lmhead weights (described under embed in decoder.json). Image tokens use 3D MRoPE positions as in…

Excerpt from the card by Jarrel Seah, licensed other.

Identity and Version

Repository
jarrelscy/nv-reason-ct-onnx
Publisher
Jarrel Seah
Task
Not stated by the source
Modality
Other
Library
onnx
Parameters
Not stated by the source
Languages
ct
Revision
83b49f5557298933f71bc0db9c8cbc20653c6032
First published
2026-09-28
Last updated
2026-09-28

Files and Weights

17 files, 7.8 GB in total. The weights are 3 files totalling 1.6 MB in onnx.

Weights3 files · 1.6 MB
Configuration3 files · 4.3 KB
Tokenizer2 files · 20.0 MB
Documentation2 files · 5.1 KB
Other6 files · 7.8 GB
Repository1 file · 1.9 KB
Every file
FileTypeSizeSHA-256
int4/decoder.onnxWeights553.8 KB f03bef834dd6
int8/decoder.onnxWeights499.2 KB 8192b2b00ad8
vision.onnxWeights520.5 KB 41f373eac381
int4/decoder.jsonConfiguration2.1 KB —
int8/decoder.jsonConfiguration2.1 KB —
vision.jsonConfiguration98 B —
LICENSEDocumentation2.7 KB —
README.mdDocumentation2.4 KB —
int4/decoder.data0Other1.9 GB b75d3fa75da1
int4/decoder.data1Other886.7 MB e509ab136aac
int8/decoder.data0Other1.9 GB f899cf94f243
int8/decoder.data1Other1.9 GB 3fda302147a9
int8/decoder.data2Other1.0 GB f58051883a36
vision.data0Other184.1 MB 44453392436f
.gitattributesRepository1.9 KB —
tokenizer.jsonTokenizer20.0 MB 06b9509352d2
tokenizer_config.jsonTokenizer1.3 KB —

License and Download

License
other
Access
Open weights, no gate
Download size
1.6 MB
Download from Jarrel Seah

Released by Jarrel Seah through its official repository on Hugging Face.

Built From

  • Derived from nvidia/NV-Reason-CT
  • Quantized from nvidia/NV-Reason-CT

Memory Requirements

PrecisionWeights in memory
As published1.6 MB

Weights only, from the published parameter count; the key-value cache and runtime add to this.

Questions About nv-reason-ct-onnx

What license is nv-reason-ct-onnx released under?

other, as its publisher declares it. Read the license text before commercial use.