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feat: add lingbot video support (#1770)
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@@ -759,6 +759,40 @@ namespace Rope {
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return embed_nd(ids, bs, static_cast<float>(theta), axes_dim);
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}
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__STATIC_INLINE__ std::vector<std::vector<float>> gen_lingbot_video_ids(int t,
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int h,
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int w,
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int pt,
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int ph,
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int pw,
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int bs,
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int context_len) {
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auto vid_ids_repeated = gen_vid_ids(t, h, w, pt, ph, pw, bs, context_len + 1);
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std::vector<std::vector<float>> txt_ids(bs * context_len, std::vector<float>(3, 0.0f));
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for (int i = 0; i < bs; ++i) {
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for (int j = 0; j < context_len; ++j) {
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txt_ids[i * context_len + j][0] = static_cast<float>(j + 1);
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}
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}
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return concat_ids(vid_ids_repeated, txt_ids, bs);
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}
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__STATIC_INLINE__ std::vector<float> gen_lingbot_video_pe(int t,
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int h,
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int w,
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int pt,
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int ph,
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int pw,
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int bs,
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int context_len,
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int theta,
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const std::vector<int>& axes_dim) {
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std::vector<std::vector<float>> ids = gen_lingbot_video_ids(t, h, w, pt, ph, pw, bs, context_len);
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return embed_nd(ids, bs, static_cast<float>(theta), axes_dim);
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}
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__STATIC_INLINE__ std::vector<std::vector<float>> gen_qwen2vl_ids(int grid_h,
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int grid_w,
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int merge_size,
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