gonnx-models

Umbrella management checkout for ONNX model packages built on github.com/mackross/gonnx.

This repository is for maintainers. Each model lives in its own repository under the gonnx-models GitHub organization and is included here as a git submodule. Users should import individual model packages directly.

User imports

import "github.com/gonnx-models/silero"
import "github.com/gonnx-models/smartturn"
import "github.com/gonnx-models/bertuncased"

Examples:

vad, err := silero.Open(gonnx.WithThreads(1))

detector, err := smartturn.Open(gonnx.WithThreads(1))

recognizer, err := bertuncased.Open(gonnx.WithThreads(1))

Repositories

Repo	Task
nerutils	Shared implementation helpers for NER model packages. Not normally imported by end users.
silero	Silero voice activity detection for 16 kHz PCM.
smartturn	Smart Turn voice turn-completion detection.
neurobert	Tiny English NER.
distilbertcased	Cased English DistilBERT NER.
distilbertuncased	Uncased English DistilBERT NER.
bertcased	Cased English BERT-base NER.
bertuncased	Uncased English BERT-base NER.
multidistilbert	Multilingual DistilBERT NER.

See NER_BENCHMARK.md for relative NER throughput notes.

Asset policy

Model packages do not use Git LFS. Large ONNX files are committed as ordinary Git chunk files under the GitHub per-file limit. gonnx.ModelBundle.ModelParts reconstructs those chunks into the local gonnx cache before opening an ONNX Runtime session. This keeps model packages usable with normal go get.

Clone

git clone --recurse-submodules git@github.com:gonnx-models/models.git

If you already cloned without submodules:

git submodule update --init --recursive

Test

The workspace includes all model modules plus local checkouts of gonnx and its vendored onnxruntime-purego sibling, so this command is intended for the local ../ml development layout:

go test ./nerutils ./silero ./smartturn ./bertcased ./bertuncased ./distilbertcased ./distilbertuncased ./multidistilbert ./neurobert

To test a standalone model module from a fresh checkout, run inside that model's repository:

go test ./...