Add BitNet b1.58 ternary-weight model support - #83

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Commits on Apr 2, 2026

Add LFM2 hybrid conv+attention model and AudioToAudioTask scaffold
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Add LFM2-Audio model with AudioToAudioTask (4-model split)
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Fix depthformer codebook head selection and remove dead embedding input
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Add ShortConv unit tests and audio-to-audio categories to dashboard

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DRY: reuse lfm2 decoder layers, add YAML golden tests and coverage
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Add Moshi/PersonaPlex audio-to-audio model

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Add Moshi/PersonaPlex real-time streaming example

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fix: address PR #77 review comments

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feat: add BitNet b1.58 ternary-weight model support

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docs: add bitnet-quantized-models skill file

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Revert "docs: add bitnet-quantized-models skill file"
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fix: address PR #83 review findings

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fix: add Q/K norm handling to BitNetAttention.forward

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