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Merged
pull merged 1 commit into from
Jan 31, 2026
Merged

[pull] master from ggml-org:master #833

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5 changes: 5 additions & 0 deletions tools/mtmd/clip.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -1005,6 +1005,8 @@ struct clip_model_loader {
hparams.minicpmv_query_num = 64;
} else if (hparams.minicpmv_version == 6) {
hparams.minicpmv_query_num = 64;
} else if (hparams.minicpmv_version == 100045) {
hparams.minicpmv_query_num = 64;
} else {
hparams.minicpmv_query_num = 96;
}
Expand Down Expand Up @@ -3209,6 +3211,9 @@ int clip_n_output_tokens(const struct clip_ctx * ctx, struct clip_image_f32 * im
} else if (params.minicpmv_version == 6) {
// MiniCPM-V 4.5
n_patches = 64;
} else if (params.minicpmv_version == 100045) {
// MiniCPM-o 4.5
n_patches = 64;
} else {
GGML_ABORT("Unknown minicpmv version");
}
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9 changes: 8 additions & 1 deletion tools/mtmd/legacy-models/minicpmv-convert-image-encoder-to-gguf.py
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Expand Up @@ -501,7 +501,7 @@ def bytes_to_unicode():
default_image_std = [0.5, 0.5, 0.5]
ap.add_argument('--image-mean', type=float, nargs='+', help='Mean of the images for normalization (overrides processor) ', default=None)
ap.add_argument('--image-std', type=float, nargs='+', help='Standard deviation of the images for normalization (overrides processor)', default=None)
ap.add_argument('--minicpmv_version', type=int, help='minicpmv_version: MiniCPM-V-2 use 1; MiniCPM-V-2.5 use 2; MiniCPM-V-2.6 use 3; MiniCPM-o-2.6 use 4; MiniCPM-V 4.0 use 5; MiniCPM-o-4.0 use 6', default=2)
ap.add_argument('--minicpmv_version', type=int, help='minicpmv_version: MiniCPM-V-2 use 1; MiniCPM-V-2.5 use 2; MiniCPM-V-2.6 use 3; MiniCPM-o-2.6 use 4; MiniCPM-V 4.0 use 5; MiniCPM-o-4.0 use 6; MiniCPM-o-4.5 use 100045', default=2)

# with proper
args = ap.parse_args()
Expand Down Expand Up @@ -610,6 +610,9 @@ def bytes_to_unicode():
elif minicpmv_version == 6:
emb_dim = 4096
block_count = 27
elif minicpmv_version == 100045:
emb_dim = 4096
block_count = 27

default_vision_config = {
"hidden_size": 1152,
Expand Down Expand Up @@ -637,6 +640,10 @@ def bytes_to_unicode():
default_vision_config["model_type"] = "siglip_vision_model"
vision_config = SiglipVisionConfig(**default_vision_config)
model = SiglipVisionTransformer(vision_config)
elif minicpmv_version == 100045:
default_vision_config["model_type"] = "siglip_vision_model"
vision_config = SiglipVisionConfig(**default_vision_config)
model = SiglipVisionTransformer(vision_config)

processor = None
# if model.attn_pool is not None:
Expand Down
2 changes: 1 addition & 1 deletion tools/mtmd/mtmd.cpp
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Expand Up @@ -236,7 +236,7 @@ struct mtmd_context {
tok_row_end_trail = false; // no trailing end-of-row token
ov_img_first = true;

} else if (minicpmv_version == 3 || minicpmv_version == 4 || minicpmv_version == 5 || minicpmv_version == 6) {
} else if (minicpmv_version == 3 || minicpmv_version == 4 || minicpmv_version == 5 || minicpmv_version == 6 || minicpmv_version == 100045) {
// minicpmv 2.6 format:
// <image> (overview) </image><slice> (slice) </slice><slice> (slice) </slice>\n ...
slice_tmpl = MTMD_SLICE_TMPL_MINICPMV_2_6;
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