minicpmv works but missing uhd slices
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11 changed files with 423 additions and 281 deletions
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@ -1372,12 +1372,14 @@ static const std::map<llm_arch, std::map<llm_tensor, const char *>> LLM_TENSOR_N
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{ LLM_TENSOR_V_ENC_FFN_UP, "v.enc.blk.%d.ffn_up" },
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{ LLM_TENSOR_V_ENC_FFN_DOWN, "v.enc.blk.%d.ffn_down" },
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{ LLM_TENSOR_V_RESMPL_POS_EMBD_K, "v.resmpl.pos_embd_k" },
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{ LLM_TENSOR_V_RESMPL_ATTN_IN, "v.resmpl.attn_in" },
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{ LLM_TENSOR_V_RESMPL_ATTN_Q, "v.resmpl.attn_q" },
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{ LLM_TENSOR_V_RESMPL_ATTN_K, "v.resmpl.attn_k" },
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{ LLM_TENSOR_V_RESMPL_ATTN_V, "v.resmpl.attn_v" },
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{ LLM_TENSOR_V_RESMPL_ATTN_OUT, "v.resmpl.attn_out" },
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{ LLM_TENSOR_V_RESMPL_KV_PROJ, "v.resmpl.kv_proj" },
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{ LLM_TENSOR_V_RESMPL_NORM_POST, "v.resmpl.norm_post" },
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{ LLM_TENSOR_V_RESMPL_NORM_KV, "v.resmpl.norm_kv" },
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{ LLM_TENSOR_V_RESMPL_NORM_Q, "v.resmpl.norm_q" },
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{ LLM_TENSOR_V_RESMPL_KV, "v.resmpl.kv" },
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{ LLM_TENSOR_V_RESMPL_KV_NORM, "v.resmpl.kv_norm" },
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{ LLM_TENSOR_V_RESMPL_POST_NORM, "v.resmpl.post_norm" },
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{ LLM_TENSOR_V_RESMPL_Q_NORM, "v.resmpl.q_norm" },
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{ LLM_TENSOR_V_RESMPL_PROJ, "v.resmpl.proj" },
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{ LLM_TENSOR_V_RESMPL_QUERY, "v.resmpl.query" },
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}
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@ -1531,6 +1533,24 @@ static const std::map<llm_tensor, llm_tensor_info> LLM_TENSOR_INFOS = {
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{LLM_TENSOR_CONVNEXT_PW1, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}},
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{LLM_TENSOR_CONVNEXT_PW2, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}},
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{LLM_TENSOR_CONVNEXT_GAMMA, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}},
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// vision
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{LLM_TENSOR_V_MMPROJ, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}},
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{LLM_TENSOR_V_MMPROJ_MLP, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}},
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{LLM_TENSOR_V_MMPROJ_PEG, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}},
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{LLM_TENSOR_V_ENC_EMBD_CLS, {LLM_TENSOR_LAYER_INPUT, GGML_OP_ADD}},
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{LLM_TENSOR_V_ENC_EMBD_PATCH, {LLM_TENSOR_LAYER_INPUT, GGML_OP_ADD}},
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{LLM_TENSOR_V_ENC_EMBD_POS, {LLM_TENSOR_LAYER_INPUT, GGML_OP_ADD}},
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{LLM_TENSOR_V_ENC_ATTN_Q, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}},
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{LLM_TENSOR_V_ENC_ATTN_K, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}},
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{LLM_TENSOR_V_ENC_ATTN_V, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}},
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{LLM_TENSOR_V_ENC_INPUT_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}},
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{LLM_TENSOR_V_ENC_OUTPUT, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}},
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{LLM_TENSOR_V_ENC_OUTPUT_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}},
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{LLM_TENSOR_V_ENC_FFN_UP, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}},
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{LLM_TENSOR_V_ENC_FFN_DOWN, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL_MAT}},
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{LLM_TENSOR_V_PRE_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}},
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{LLM_TENSOR_V_POST_NORM, {LLM_TENSOR_LAYER_REPEATING, GGML_OP_MUL}},
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// TODO: add minicpmv resampler tensors
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};
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LLM_KV::LLM_KV(llm_arch arch, const char * suffix) : arch(arch), suffix(suffix) {}
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