mtmd: support MiniCPM-o 4.5(vision only) (#19211)

Signed-off-by: tc-mb <caitianchi@modelbest.cn>

tools/mtmd/clip.cpp

@@ -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;
                     }
@@ -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");
                     }

tools/mtmd/legacy-models/minicpmv-convert-image-encoder-to-gguf.py

@@ -501,7 +501,7 @@ default_image_mean = [0.5, 0.5, 0.5]
 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()
@@ -610,6 +610,9 @@ else:
     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,
@@ -637,6 +640,10 @@ elif minicpmv_version == 6:
     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:

tools/mtmd/mtmd.cpp

@@ -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;