model-conversion : add mmproj conversion target #15628
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This commit adds a new target to the Makefile for converting models that are multimodal. This target will convert the original model and in addition also create the mmproj GGUF model. The motivation for this change is that for models that are multimodal, for example those that contain a vision encoders, we will often want to upload both the quantized model and the vision encoder model to HuggingFace. Example usage: ```console $ make causal-convert-mm-model MODEL_PATH=~/work/ai/models/gemma-3-4b-it-qat-q4_0-unquantized/ ... The environment variable CONVERTED_MODEL can be set to this path using: export CONVERTED_MODEL=/home/danbev/work/ai/llama.cpp/models/gemma-3-4b-it-qat-q4_0-unquantized.gguf The mmproj model was created in /home/danbev/work/ai/llama.cpp/models/mmproj-gemma-3-4b-it-qat-q4_0-unquantized.gguf ``` The converted original model can then be quantized, and after that both the quantized model and the mmproj file can then be uploaded to HuggingFace. Refs: https://huggingface.co/ggml-org/gemma-3-4b-it-qat-GGUF/tree/main
ggerganov
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…nemotron-nano-15409 * origin/master: (59 commits) scripts: add sqlite3 check for compare-commits.sh (ggml-org#15633) kv-cache : remove LLAMA_SET_ROWS checks (ggml-org#15505) gguf-py: byteswapping improvements (ggml-org#12851) cli : change log to warning to explain reason for stopping (ggml-org#15604) model-conversion : add mmproj conversion target (ggml-org#15628) cuda: Add cublasLt_static linking when GGML_STATIC is enabled (ggml-org#15622) server: higher timeout for tests (ggml-org#15621) presets : add qwen3-30B-a3b FIM (ggml-org#15616) HIP: Enable support for ggml_backend_cuda_register_host_buffer (ggml-org#15615) kv-cache : better estimate of n_kv for multi-sequence batches (ggml-org#15610) CANN: refactor mask handling and improve performance in FA (ggml-org#15561) ggml-cpu : add basic RVV support for vector f32 ops (ggml-org#15057) common : add -m to bash completion for --model [no ci] (ggml-org#15591) OpenCL: add fused group_norm/norm, mul, add (ggml-org#15314) tests : fix test-opt with GGML_BACKEND_DL (ggml-org#15599) SYCL: fix rms_norm_mul_add for tensor dim not a multiple of sg_size (ggml-org#15592) mtmd : fix mtmd ios build (ggml-org#15579) tests: add performance test for mul mat id (ggml-org#15543) llamafile: PowerPC Sgemm Optimization (ggml-org#15558) graph : fix assert in memory-less build_attn (ggml-org#15590) ...
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…upport * origin/master: (61 commits) scripts: add sqlite3 check for compare-commits.sh (ggml-org#15633) kv-cache : remove LLAMA_SET_ROWS checks (ggml-org#15505) gguf-py: byteswapping improvements (ggml-org#12851) cli : change log to warning to explain reason for stopping (ggml-org#15604) model-conversion : add mmproj conversion target (ggml-org#15628) cuda: Add cublasLt_static linking when GGML_STATIC is enabled (ggml-org#15622) server: higher timeout for tests (ggml-org#15621) presets : add qwen3-30B-a3b FIM (ggml-org#15616) HIP: Enable support for ggml_backend_cuda_register_host_buffer (ggml-org#15615) kv-cache : better estimate of n_kv for multi-sequence batches (ggml-org#15610) CANN: refactor mask handling and improve performance in FA (ggml-org#15561) ggml-cpu : add basic RVV support for vector f32 ops (ggml-org#15057) common : add -m to bash completion for --model [no ci] (ggml-org#15591) OpenCL: add fused group_norm/norm, mul, add (ggml-org#15314) tests : fix test-opt with GGML_BACKEND_DL (ggml-org#15599) SYCL: fix rms_norm_mul_add for tensor dim not a multiple of sg_size (ggml-org#15592) mtmd : fix mtmd ios build (ggml-org#15579) tests: add performance test for mul mat id (ggml-org#15543) llamafile: PowerPC Sgemm Optimization (ggml-org#15558) graph : fix assert in memory-less build_attn (ggml-org#15590) ...
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…g-model-disabled-agent-prefill * origin/master: (76 commits) scripts: add sqlite3 check for compare-commits.sh (ggml-org#15633) kv-cache : remove LLAMA_SET_ROWS checks (ggml-org#15505) gguf-py: byteswapping improvements (ggml-org#12851) cli : change log to warning to explain reason for stopping (ggml-org#15604) model-conversion : add mmproj conversion target (ggml-org#15628) cuda: Add cublasLt_static linking when GGML_STATIC is enabled (ggml-org#15622) server: higher timeout for tests (ggml-org#15621) presets : add qwen3-30B-a3b FIM (ggml-org#15616) HIP: Enable support for ggml_backend_cuda_register_host_buffer (ggml-org#15615) kv-cache : better estimate of n_kv for multi-sequence batches (ggml-org#15610) CANN: refactor mask handling and improve performance in FA (ggml-org#15561) ggml-cpu : add basic RVV support for vector f32 ops (ggml-org#15057) common : add -m to bash completion for --model [no ci] (ggml-org#15591) OpenCL: add fused group_norm/norm, mul, add (ggml-org#15314) tests : fix test-opt with GGML_BACKEND_DL (ggml-org#15599) SYCL: fix rms_norm_mul_add for tensor dim not a multiple of sg_size (ggml-org#15592) mtmd : fix mtmd ios build (ggml-org#15579) tests: add performance test for mul mat id (ggml-org#15543) llamafile: PowerPC Sgemm Optimization (ggml-org#15558) graph : fix assert in memory-less build_attn (ggml-org#15590) ...
gabe-l-hart
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…nemotron-nano-15409 * origin/master: (59 commits) scripts: add sqlite3 check for compare-commits.sh (ggml-org#15633) kv-cache : remove LLAMA_SET_ROWS checks (ggml-org#15505) gguf-py: byteswapping improvements (ggml-org#12851) cli : change log to warning to explain reason for stopping (ggml-org#15604) model-conversion : add mmproj conversion target (ggml-org#15628) cuda: Add cublasLt_static linking when GGML_STATIC is enabled (ggml-org#15622) server: higher timeout for tests (ggml-org#15621) presets : add qwen3-30B-a3b FIM (ggml-org#15616) HIP: Enable support for ggml_backend_cuda_register_host_buffer (ggml-org#15615) kv-cache : better estimate of n_kv for multi-sequence batches (ggml-org#15610) CANN: refactor mask handling and improve performance in FA (ggml-org#15561) ggml-cpu : add basic RVV support for vector f32 ops (ggml-org#15057) common : add -m to bash completion for --model [no ci] (ggml-org#15591) OpenCL: add fused group_norm/norm, mul, add (ggml-org#15314) tests : fix test-opt with GGML_BACKEND_DL (ggml-org#15599) SYCL: fix rms_norm_mul_add for tensor dim not a multiple of sg_size (ggml-org#15592) mtmd : fix mtmd ios build (ggml-org#15579) tests: add performance test for mul mat id (ggml-org#15543) llamafile: PowerPC Sgemm Optimization (ggml-org#15558) graph : fix assert in memory-less build_attn (ggml-org#15590) ...
Minh141120
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Aug 29, 2025
This commit adds a new target to the Makefile for converting models that are multimodal. This target will convert the original model and in addition also create the mmproj GGUF model. The motivation for this change is that for models that are multimodal, for example those that contain a vision encoders, we will often want to upload both the quantized model and the vision encoder model to HuggingFace. Example usage: ```console $ make causal-convert-mm-model MODEL_PATH=~/work/ai/models/gemma-3-4b-it-qat-q4_0-unquantized/ ... The environment variable CONVERTED_MODEL can be set to this path using: export CONVERTED_MODEL=/home/danbev/work/ai/llama.cpp/models/gemma-3-4b-it-qat-q4_0-unquantized.gguf The mmproj model was created in /home/danbev/work/ai/llama.cpp/models/mmproj-gemma-3-4b-it-qat-q4_0-unquantized.gguf ``` The converted original model can then be quantized, and after that both the quantized model and the mmproj file can then be uploaded to HuggingFace. Refs: https://huggingface.co/ggml-org/gemma-3-4b-it-qat-GGUF/tree/main
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This commit adds a new target to the Makefile for converting models that are multimodal. This target will convert the original model and in addition also create the mmproj GGUF model.
The motivation for this change is that for models that are multimodal, for example those that contain a vision encoders, we will often want to upload both the quantized model and the vision encoder model to HuggingFace.
Example usage:
The converted original model can then be quantized, and after that both the quantized model and the mmproj file can then be uploaded to HuggingFace.
Refs: https://huggingface.co/ggml-org/gemma-3-4b-it-qat-GGUF/tree/main