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@@ -21,7 +21,7 @@ Pre-compiled **Torq VMFB** build of LiquidAI's
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  [LFM2-VL-450M](https://huggingface.co/LiquidAI/LFM2-VL-450M) vision-language model,
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  ready to run on the Synaptics **SL2619** edge NPU. The SigLIP vision encoder and the
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  LFM2 hybrid conv/attention text decoder both execute on the NPU in bf16; the token
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- embeddings and the tied LM head run on the host CPU.
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  Image + prompt → caption / visual question answering. The image is encoded once and
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  its KV cache is reused, so follow-up questions about the same image stay fast.
 
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  [LFM2-VL-450M](https://huggingface.co/LiquidAI/LFM2-VL-450M) vision-language model,
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  ready to run on the Synaptics **SL2619** edge NPU. The SigLIP vision encoder and the
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  LFM2 hybrid conv/attention text decoder both execute on the NPU in bf16; the token
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+ embeddings run on the host CPU.
25
 
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  Image + prompt → caption / visual question answering. The image is encoded once and
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  its KV cache is reused, so follow-up questions about the same image stay fast.