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mtmd : add MERaLiON-2 multimodal audio support (#21756)
* mtmd : add MERaLiON-2 multimodal audio support Adds support for A*STAR's MERaLiON-2 audio-language model (3B and 10B) to the multimodal framework. Architecture: - Whisper large-v2 encoder for audio feature extraction - Gated MLP adaptor: ln_speech -> frame stack (x15) -> Linear+SiLU -> GLU -> out_proj - Gemma2 3B / 27B decoder The mmproj GGUF is generated via convert_hf_to_gguf.py --mmproj on the full MERaLiON-2 model directory (architecture: MERaLiON2ForConditionalGeneration). The decoder is converted separately as a standard Gemma2 model after stripping the text_decoder. weight prefix. New projector type: PROJECTOR_TYPE_MERALION Supports tasks: speech transcription (EN/ZH/MS/TA), translation, spoken QA. Model: https://huggingface.co/MERaLiON/MERaLiON-2-3B https://huggingface.co/MERaLiON/MERaLiON-2-10B * simplify comments in meralion adaptor * meralion: use format_tensor_name, ascii arrows in comments
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8 changed files with 103 additions and 2 deletions
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@ -476,6 +476,7 @@ struct mtmd_context {
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} break;
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case PROJECTOR_TYPE_ULTRAVOX:
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case PROJECTOR_TYPE_GLMA:
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case PROJECTOR_TYPE_MERALION:
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{
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audio_preproc = std::make_unique<mtmd_audio_preprocessor_whisper>(ctx_a);
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} break;
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