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mtmd : skip thumbnail for non-tiled LFM2 images (#27246)
* mtmd : skip thumbnail for non-tiled LFM2 images Matches HF behavior. * Update tools/mtmd/mtmd-image.cpp --------- Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
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@@ -999,6 +999,20 @@ mtmd_image_preprocessor_llava_uhd::slice_instructions mtmd_image_preprocessor_mi
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// mtmd_image_preprocessor_lfm2
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//
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mtmd_image_preproc_out mtmd_image_preprocessor_lfm2::preprocess(const clip_image_u8 & img) {
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auto const inst = get_slice_instructions(img.get_size());
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if (!inst.slices.empty()) {
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return mtmd_image_preprocessor_llava_uhd::preprocess(img);
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}
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// single tile: no thumbnail
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// note: not using output.overview here because it will emit <|img_thumbnail|> token, which we don't want in this case
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auto sliced = slice_image(img, inst);
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mtmd_image_preproc_out output;
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output.append(hparams, sliced.overview, true);
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return output;
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}
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mtmd_image_preprocessor_llava_uhd::slice_instructions mtmd_image_preprocessor_lfm2::get_slice_instructions(const clip_image_size & original_size) {
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mtmd_image_preprocessor_llava_uhd::slice_instructions inst;
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const int align_size = hparams.patch_size * hparams.n_merge;
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@@ -145,6 +145,7 @@ struct mtmd_image_preprocessor_lfm2 : mtmd_image_preprocessor_llava_uhd {
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static constexpr int tile_size = 512;
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using mtmd_image_preprocessor_llava_uhd::mtmd_image_preprocessor_llava_uhd;
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mtmd_image_preproc_out preprocess(const clip_image_u8 & img) override;
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slice_instructions get_slice_instructions(const clip_image_size & original_size) override;
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private:
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