cont
ggml-ci
This commit is contained in:
Georgi Gerganov
parent
980d631032
commit
35259e5335
2 changed files with 127 additions and 136 deletions
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@ -172,10 +172,6 @@ config = {
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"n_embd": 768,
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"n_layer": 12
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},
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#"n_embd_posnet": 768,
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#"n_embd_convnext": 768,
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#"n_layer_posnet": 6,
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#"n_layer_convnext": 12
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}
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with open(path_dst + '/config.json', 'w') as f:
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259
src/llama.cpp
259
src/llama.cpp
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@ -2747,191 +2747,185 @@ struct llama_cparams {
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struct llama_layer_posnet {
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// resnet
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struct ggml_tensor * norm1 = nullptr;
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struct ggml_tensor * norm1 = nullptr;
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struct ggml_tensor * norm1_b = nullptr;
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struct ggml_tensor * conv1 = nullptr;
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struct ggml_tensor * conv1 = nullptr;
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struct ggml_tensor * conv1_b = nullptr;
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struct ggml_tensor * norm2 = nullptr;
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struct ggml_tensor * norm2 = nullptr;
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struct ggml_tensor * norm2_b = nullptr;
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struct ggml_tensor * conv2 = nullptr;
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struct ggml_tensor * conv2 = nullptr;
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struct ggml_tensor * conv2_b = nullptr;
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// attention
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struct ggml_tensor * attn_norm = nullptr;
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struct ggml_tensor * attn_norm = nullptr;
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struct ggml_tensor * attn_norm_b = nullptr;
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struct ggml_tensor * attn_q = nullptr;
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struct ggml_tensor * attn_q = nullptr;
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struct ggml_tensor * attn_q_b = nullptr;
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struct ggml_tensor * attn_k = nullptr;
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struct ggml_tensor * attn_k = nullptr;
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struct ggml_tensor * attn_k_b = nullptr;
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struct ggml_tensor * attn_v = nullptr;
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struct ggml_tensor * attn_v = nullptr;
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struct ggml_tensor * attn_v_b = nullptr;
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struct ggml_tensor * attn_o = nullptr;
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struct ggml_tensor * attn_o = nullptr;
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struct ggml_tensor * attn_o_b = nullptr;
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// normalize
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struct ggml_tensor * norm = nullptr;
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struct ggml_tensor * norm = nullptr;
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struct ggml_tensor * norm_b = nullptr;
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};
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struct llama_layer_convnext {
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struct ggml_tensor * dw;
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struct ggml_tensor * dw_b;
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struct ggml_tensor * dw = nullptr;
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struct ggml_tensor * dw_b = nullptr;
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struct ggml_tensor * norm;
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struct ggml_tensor * norm_b;
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struct ggml_tensor * norm = nullptr;
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struct ggml_tensor * norm_b = nullptr;
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struct ggml_tensor * pw1;
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struct ggml_tensor * pw1_b;
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struct ggml_tensor * pw1 = nullptr;
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struct ggml_tensor * pw1_b = nullptr;
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struct ggml_tensor * pw2;
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struct ggml_tensor * pw2_b;
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struct ggml_tensor * pw2 = nullptr;
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struct ggml_tensor * pw2_b = nullptr;
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struct ggml_tensor * gamma;
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struct ggml_tensor * gamma = nullptr;
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};
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// TODO: separate into "llama_layer_enc" and "llama_layer_dec"
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struct llama_layer {
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llama_layer() {
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// initialize all pointers to NULL
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std::memset(this, 0, sizeof(*this));
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}
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// normalization
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struct ggml_tensor * attn_norm;
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struct ggml_tensor * attn_norm_b;
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struct ggml_tensor * attn_norm_2;
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struct ggml_tensor * attn_norm_2_b;
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struct ggml_tensor * attn_q_norm;
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struct ggml_tensor * attn_q_norm_b;
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struct ggml_tensor * attn_k_norm;
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struct ggml_tensor * attn_k_norm_b;
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struct ggml_tensor * attn_out_norm;
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struct ggml_tensor * attn_out_norm_b;
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struct ggml_tensor * attn_q_a_norm;
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struct ggml_tensor * attn_kv_a_norm;
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struct ggml_tensor * attn_sub_norm;
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struct ggml_tensor * attn_post_norm;
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struct ggml_tensor * ffn_sub_norm;
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struct ggml_tensor * attn_norm_cross;
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struct ggml_tensor * attn_norm_enc;
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struct ggml_tensor * attn_norm = nullptr;
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struct ggml_tensor * attn_norm_b = nullptr;
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struct ggml_tensor * attn_norm_2 = nullptr;
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struct ggml_tensor * attn_norm_2_b = nullptr;
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struct ggml_tensor * attn_q_norm = nullptr;
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struct ggml_tensor * attn_q_norm_b = nullptr;
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struct ggml_tensor * attn_k_norm = nullptr;
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struct ggml_tensor * attn_k_norm_b = nullptr;
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struct ggml_tensor * attn_out_norm = nullptr;
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struct ggml_tensor * attn_out_norm_b = nullptr;
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struct ggml_tensor * attn_q_a_norm = nullptr;
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struct ggml_tensor * attn_kv_a_norm = nullptr;
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struct ggml_tensor * attn_sub_norm = nullptr;
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struct ggml_tensor * attn_post_norm = nullptr;
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struct ggml_tensor * ffn_sub_norm = nullptr;
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struct ggml_tensor * attn_norm_cross = nullptr;
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struct ggml_tensor * attn_norm_enc = nullptr;
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// attention
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struct ggml_tensor * wq;
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struct ggml_tensor * wk;
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struct ggml_tensor * wv;
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struct ggml_tensor * wo;
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struct ggml_tensor * wqkv;
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struct ggml_tensor * wq_a;
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struct ggml_tensor * wq_b;
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struct ggml_tensor * wkv_a_mqa;
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struct ggml_tensor * wkv_b;
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struct ggml_tensor * wq_cross;
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struct ggml_tensor * wk_cross;
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struct ggml_tensor * wv_cross;
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struct ggml_tensor * wo_cross;
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struct ggml_tensor * wq_enc;
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struct ggml_tensor * wk_enc;
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struct ggml_tensor * wv_enc;
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struct ggml_tensor * wo_enc;
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struct ggml_tensor * wq = nullptr;
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struct ggml_tensor * wk = nullptr;
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struct ggml_tensor * wv = nullptr;
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struct ggml_tensor * wo = nullptr;
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struct ggml_tensor * wqkv = nullptr;
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struct ggml_tensor * wq_a = nullptr;
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struct ggml_tensor * wq_b = nullptr;
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struct ggml_tensor * wkv_a_mqa = nullptr;
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struct ggml_tensor * wkv_b = nullptr;
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struct ggml_tensor * wq_cross = nullptr;
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struct ggml_tensor * wk_cross = nullptr;
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struct ggml_tensor * wv_cross = nullptr;
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struct ggml_tensor * wo_cross = nullptr;
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struct ggml_tensor * wq_enc = nullptr;
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struct ggml_tensor * wk_enc = nullptr;
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struct ggml_tensor * wv_enc = nullptr;
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struct ggml_tensor * wo_enc = nullptr;
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// attention bias
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struct ggml_tensor * bq;
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struct ggml_tensor * bk;
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struct ggml_tensor * bv;
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struct ggml_tensor * bo;
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struct ggml_tensor * bqkv;
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struct ggml_tensor * bq = nullptr;
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struct ggml_tensor * bk = nullptr;
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struct ggml_tensor * bv = nullptr;
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struct ggml_tensor * bo = nullptr;
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struct ggml_tensor * bqkv = nullptr;
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// relative position bias
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struct ggml_tensor * attn_rel_b;
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struct ggml_tensor * attn_rel_b_enc;
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struct ggml_tensor * attn_rel_b_cross;
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struct ggml_tensor * attn_rel_b = nullptr;
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struct ggml_tensor * attn_rel_b_enc = nullptr;
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struct ggml_tensor * attn_rel_b_cross = nullptr;
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// normalization
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struct ggml_tensor * ffn_norm;
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struct ggml_tensor * ffn_norm_b;
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struct ggml_tensor * ffn_post_norm;
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struct ggml_tensor * layer_out_norm;
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struct ggml_tensor * layer_out_norm_b;
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struct ggml_tensor * ffn_norm_exps;
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struct ggml_tensor * ffn_norm_enc;
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struct ggml_tensor * ffn_norm = nullptr;
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struct ggml_tensor * ffn_norm_b = nullptr;
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struct ggml_tensor * ffn_post_norm = nullptr;
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struct ggml_tensor * layer_out_norm = nullptr;
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struct ggml_tensor * layer_out_norm_b = nullptr;
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struct ggml_tensor * ffn_norm_exps = nullptr;
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struct ggml_tensor * ffn_norm_enc = nullptr;
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// ff
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struct ggml_tensor * ffn_gate; // w1
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struct ggml_tensor * ffn_down; // w2
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struct ggml_tensor * ffn_up; // w3
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struct ggml_tensor * ffn_gate_enc;
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struct ggml_tensor * ffn_down_enc;
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struct ggml_tensor * ffn_up_enc;
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struct ggml_tensor * ffn_gate = nullptr; // w1
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struct ggml_tensor * ffn_down = nullptr; // w2
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struct ggml_tensor * ffn_up = nullptr; // w3
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struct ggml_tensor * ffn_gate_enc = nullptr;
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struct ggml_tensor * ffn_down_enc = nullptr;
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struct ggml_tensor * ffn_up_enc = nullptr;
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// ff MoE
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struct ggml_tensor * ffn_gate_inp;
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struct ggml_tensor * ffn_gate_exps;
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struct ggml_tensor * ffn_down_exps;
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struct ggml_tensor * ffn_up_exps ;
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struct ggml_tensor * ffn_gate_inp = nullptr;
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struct ggml_tensor * ffn_gate_exps = nullptr;
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struct ggml_tensor * ffn_down_exps = nullptr;
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struct ggml_tensor * ffn_up_exps = nullptr;
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// ff shared expert (shexp)
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struct ggml_tensor * ffn_gate_inp_shexp;
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struct ggml_tensor * ffn_gate_shexp;
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struct ggml_tensor * ffn_down_shexp;
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struct ggml_tensor * ffn_up_shexp;
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struct ggml_tensor * ffn_gate_inp_shexp = nullptr;
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struct ggml_tensor * ffn_gate_shexp = nullptr;
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struct ggml_tensor * ffn_down_shexp = nullptr;
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struct ggml_tensor * ffn_up_shexp = nullptr;
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// ff bias
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struct ggml_tensor * ffn_gate_b;
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struct ggml_tensor * ffn_down_b; // b2
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struct ggml_tensor * ffn_up_b; // b3
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struct ggml_tensor * ffn_act;
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struct ggml_tensor * ffn_gate_b = nullptr;
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struct ggml_tensor * ffn_down_b = nullptr; // b2
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struct ggml_tensor * ffn_up_b = nullptr; // b3
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struct ggml_tensor * ffn_act = nullptr;
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// mamba proj
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struct ggml_tensor * ssm_in;
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struct ggml_tensor * ssm_x;
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struct ggml_tensor * ssm_dt;
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struct ggml_tensor * ssm_out;
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struct ggml_tensor * ssm_in = nullptr;
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struct ggml_tensor * ssm_x = nullptr;
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struct ggml_tensor * ssm_dt = nullptr;
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struct ggml_tensor * ssm_out = nullptr;
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// mamba
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struct ggml_tensor * ssm_conv1d;
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struct ggml_tensor * ssm_a;
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struct ggml_tensor * ssm_d;
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struct ggml_tensor * ssm_conv1d = nullptr;
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struct ggml_tensor * ssm_a = nullptr;
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struct ggml_tensor * ssm_d = nullptr;
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// mamba bias
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struct ggml_tensor * ssm_conv1d_b;
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struct ggml_tensor * ssm_dt_b;
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struct ggml_tensor * ssm_conv1d_b = nullptr;
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struct ggml_tensor * ssm_dt_b = nullptr;
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// rwkv
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struct ggml_tensor * time_mix_w1;
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struct ggml_tensor * time_mix_w2;
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struct ggml_tensor * time_mix_lerp_x;
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struct ggml_tensor * time_mix_lerp_w;
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struct ggml_tensor * time_mix_lerp_k;
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struct ggml_tensor * time_mix_lerp_v;
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struct ggml_tensor * time_mix_lerp_r;
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struct ggml_tensor * time_mix_lerp_g;
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struct ggml_tensor * time_mix_w1 = nullptr;
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struct ggml_tensor * time_mix_w2 = nullptr;
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struct ggml_tensor * time_mix_lerp_x = nullptr;
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struct ggml_tensor * time_mix_lerp_w = nullptr;
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struct ggml_tensor * time_mix_lerp_k = nullptr;
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struct ggml_tensor * time_mix_lerp_v = nullptr;
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struct ggml_tensor * time_mix_lerp_r = nullptr;
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struct ggml_tensor * time_mix_lerp_g = nullptr;
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struct ggml_tensor * time_mix_first;
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struct ggml_tensor * time_mix_decay;
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struct ggml_tensor * time_mix_decay_w1;
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struct ggml_tensor * time_mix_decay_w2;
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struct ggml_tensor * time_mix_key;
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struct ggml_tensor * time_mix_value;
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struct ggml_tensor * time_mix_receptance;
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struct ggml_tensor * time_mix_gate;
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struct ggml_tensor * time_mix_first = nullptr;
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struct ggml_tensor * time_mix_decay = nullptr;
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struct ggml_tensor * time_mix_decay_w1 = nullptr;
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struct ggml_tensor * time_mix_decay_w2 = nullptr;
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struct ggml_tensor * time_mix_key = nullptr;
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struct ggml_tensor * time_mix_value = nullptr;
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struct ggml_tensor * time_mix_receptance = nullptr;
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struct ggml_tensor * time_mix_gate = nullptr;
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struct ggml_tensor * time_mix_ln;
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struct ggml_tensor * time_mix_ln_b;
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struct ggml_tensor * time_mix_output;
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struct ggml_tensor * time_mix_ln = nullptr;
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struct ggml_tensor * time_mix_ln_b = nullptr;
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struct ggml_tensor * time_mix_output = nullptr;
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struct ggml_tensor * channel_mix_lerp_k;
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struct ggml_tensor * channel_mix_lerp_r;
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struct ggml_tensor * channel_mix_lerp_k = nullptr;
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struct ggml_tensor * channel_mix_lerp_r = nullptr;
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struct ggml_tensor * channel_mix_key;
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struct ggml_tensor * channel_mix_receptance;
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struct ggml_tensor * channel_mix_value;
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struct ggml_tensor * channel_mix_key = nullptr;
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struct ggml_tensor * channel_mix_receptance = nullptr;
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struct ggml_tensor * channel_mix_value = nullptr;
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// long rope factors
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struct ggml_tensor * rope_long = nullptr;
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@ -2939,13 +2933,13 @@ struct llama_layer {
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struct ggml_tensor * rope_freqs = nullptr;
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// bitnet scale
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struct ggml_tensor * wq_scale;
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struct ggml_tensor * wk_scale;
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struct ggml_tensor * wv_scale;
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struct ggml_tensor * wo_scale;
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struct ggml_tensor * ffn_gate_scale;
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struct ggml_tensor * ffn_up_scale;
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struct ggml_tensor * ffn_down_scale;
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struct ggml_tensor * wq_scale = nullptr;
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struct ggml_tensor * wk_scale = nullptr;
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struct ggml_tensor * wv_scale = nullptr;
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struct ggml_tensor * wo_scale = nullptr;
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struct ggml_tensor * ffn_gate_scale = nullptr;
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struct ggml_tensor * ffn_up_scale = nullptr;
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struct ggml_tensor * ffn_down_scale = nullptr;
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struct llama_layer_posnet posnet;
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@ -3167,6 +3161,7 @@ struct llama_sbatch {
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// batch indices of the output
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std::vector<size_t> out_ids;
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std::vector<llama_sbatch_seq> seq;
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const llama_batch * batch = nullptr;
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// buffers for the ubatch
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