github ggml-org/llama.cpp b8762

2 hours ago
Details

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

macOS/iOS:

Linux:

Windows:

openEuler:

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