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helloworldzzr/Youtu-VL-4B-Instruct-ncnn
Youtu-VL-4B-Instruct-ncnn is a machine learning model from helloworldzzr. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Runtime-only pnnx/ncnn assets for the official tencent/Youtu-VL-4B-Instruct checkpoint pinned at 8d30a0e49662a1d628a472b12df264dbcd768753.
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Updated Jul 16, 2026
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From the Hugging Face model README
Runtime-only pnnx/ncnn assets for the official
tencent/Youtu-VL-4B-Instruct checkpoint pinned at
8d30a0e49662a1d628a472b12df264dbcd768753.
The package contains the SigLIP2 vision encoder, projector/merger, YoutuLLM
embedding, 40-layer decoder with KV cache, final norm, LM head, and tokenizer.
Inference uses the C++ youtu_vl_main executable and does not require Python,
PyTorch, Transformers, or the original safetensors.
Example after building the model/youtu-vl branch:
youtu_vl_main \
--root /path/to/this/package \
--precision fp16 \
--image testdata/coco_cats.jpg \
--prompt "Describe this image in one sentence." \
--full-decoder-ncnn \
--max-new-tokens 3
The pinned regression fixture produces token IDs 10392, 5240, 1896 and the
strict final text Two tabby in both the PyTorch baseline and ncnn runtime.
See manifest.json for per-file sizes and SHA-256 digests.