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arg : add --no-mmproj-offload #13093

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Merged
merged 3 commits into from
Apr 24, 2025
Merged

arg : add --no-mmproj-offload #13093

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b39c925
arg : add --no-mmproj-offload
ngxson Apr 24, 2025
acde5ef
Merge branch 'master' into xsn/clip_no_mmproj_offload
ngxson Apr 24, 2025
c1a49b7
Update common/arg.cpp
ngxson Apr 24, 2025
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7 changes: 7 additions & 0 deletions common/arg.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -2107,6 +2107,13 @@ common_params_context common_params_parser_init(common_params & params, llama_ex
params.mmproj.url = value;
}
).set_examples({LLAMA_EXAMPLE_LLAVA}));
add_opt(common_arg(
{"--no-mmproj-offload"},
"do not offload multimodal projector to GPU",
[](common_params & params) {
params.mmproj_use_gpu = false;
}
).set_examples({LLAMA_EXAMPLE_LLAVA}));
add_opt(common_arg(
{"--image"}, "FILE",
"path to an image file. use with multimodal models. Specify multiple times for batching",
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1 change: 1 addition & 0 deletions common/common.h
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Expand Up @@ -342,6 +342,7 @@ struct common_params {

// multimodal models (see examples/llava)
struct common_params_model mmproj;
bool mmproj_use_gpu = true; // use GPU for multimodal model
std::vector<std::string> image; // path to image file(s)

// embedding
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7 changes: 4 additions & 3 deletions examples/llava/mtmd-cli.cpp
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Expand Up @@ -40,7 +40,8 @@ static void show_additional_info(int /*argc*/, char ** argv) {
"Usage: %s [options] -m <model> --mmproj <mmproj> --image <image> -p <prompt>\n\n"
" -m and --mmproj are required\n"
" -hf user/repo can replace both -m and --mmproj in most cases\n"
" --image and -p are optional, if NOT provided, the CLI will run in chat mode\n",
" --image and -p are optional, if NOT provided, the CLI will run in chat mode\n"
" to disable using GPU for mmproj model, add --no-mmproj-offload\n",
argv[0]
);
}
Expand Down Expand Up @@ -112,10 +113,10 @@ struct mtmd_cli_context {
void init_vision_context(common_params & params) {
const char * clip_path = params.mmproj.path.c_str();
ctx_vision.reset(mtmd_init_from_file(clip_path, model, mtmd_context_params{
/* use_gpu */ true,
/* use_gpu */ params.mmproj_use_gpu,
/* timings */ true,
/* n_threads */ params.cpuparams.n_threads,
/* verbosity */ GGML_LOG_LEVEL_INFO,
/* verbosity */ params.verbosity > 0 ? GGML_LOG_LEVEL_DEBUG : GGML_LOG_LEVEL_INFO,
}));
if (!ctx_vision.get()) {
LOG_ERR("Failed to load vision model from %s\n", clip_path);
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