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https://github.com/LostRuins/koboldcpp.git
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parent
b692e4d2a4
commit
c81dd58e76
4 changed files with 18 additions and 18 deletions
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@ -416,8 +416,8 @@ bool gptj_eval(
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// self-attention
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{
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struct ggml_tensor * Qcur = ggml_rope(ctx0, ggml_reshape_3d(ctx0, ggml_mul_mat(ctx0, model.layers[il].c_attn_q_proj_w, cur), n_embd/n_head, n_head, N), n_past, n_rot, 0);
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struct ggml_tensor * Kcur = ggml_rope(ctx0, ggml_reshape_3d(ctx0, ggml_mul_mat(ctx0, model.layers[il].c_attn_k_proj_w, cur), n_embd/n_head, n_head, N), n_past, n_rot, 0);
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struct ggml_tensor * Qcur = ggml_rope_inplace(ctx0, ggml_reshape_3d(ctx0, ggml_mul_mat(ctx0, model.layers[il].c_attn_q_proj_w, cur), n_embd/n_head, n_head, N), n_past, n_rot, 0);
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struct ggml_tensor * Kcur = ggml_rope_inplace(ctx0, ggml_reshape_3d(ctx0, ggml_mul_mat(ctx0, model.layers[il].c_attn_k_proj_w, cur), n_embd/n_head, n_head, N), n_past, n_rot, 0);
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// store key and value to memory
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{
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@ -451,16 +451,16 @@ bool gptj_eval(
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// KQ_scaled = KQ / sqrt(n_embd/n_head)
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struct ggml_tensor * KQ_scaled =
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ggml_scale(ctx0,
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ggml_scale_inplace(ctx0,
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KQ,
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ggml_new_f32(ctx0, 1.0f/sqrt(float(n_embd)/n_head))
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);
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// KQ_masked = mask_past(KQ_scaled)
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struct ggml_tensor * KQ_masked = ggml_diag_mask_inf(ctx0, KQ_scaled, n_past);
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struct ggml_tensor * KQ_masked = ggml_diag_mask_inf_inplace(ctx0, KQ_scaled, n_past);
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// KQ = soft_max(KQ_masked)
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struct ggml_tensor * KQ_soft_max = ggml_soft_max(ctx0, KQ_masked);
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struct ggml_tensor * KQ_soft_max = ggml_soft_max_inplace(ctx0, KQ_masked);
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// V_trans = Vmem.view(n_embd/n_head, n_head, n_past + N).permute(1, 2, 0, 3).contiguous()
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struct ggml_tensor * V =
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@ -544,7 +544,7 @@ bool gptj_eval(
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}
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// logits -> probs
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//inpL = ggml_soft_max(ctx0, inpL);
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//inpL = ggml_soft_max_inplace(ctx0, inpL);
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// run the computation
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ggml_build_forward_expand(&gf, inpL);
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