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

gguf-py/gguf/constants.py

@@ -4115,6 +4115,7 @@ class VisionProjectorType:
     GLMA = "glma" # audio
     QWEN25O = "qwen2.5o" # omni
     VOXTRAL = "voxtral"
+    MERALION = "meralion"  # audio: Whisper + gated MLP adaptor
     LFM2 = "lfm2"
     KIMIVL = "kimivl"
     PADDLEOCR = "paddleocr"

gguf-py/gguf/tensor_mapping.py

@@ -2041,7 +2041,7 @@ class TensorNameMap:
         # this prefix is added in the conversion code in modify_tensors()
 
         MODEL_TENSOR.A_MMPROJ: (
-            "audio.multi_modal_projector.linear_{bid}", # ultravox
+            "audio.multi_modal_projector.linear_{bid}", # ultravox, meralion
             "audio_adapter.model.{bid}" # lfm2
         ),