Merge commit '0b14b87d7c20cb753b94b96854dd7b45306fc696' into concedo_experimental

# Conflicts:
#	.github/workflows/build-cpu.yml
#	.github/workflows/release.yml
#	AGENTS.md
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-sycl/common.hpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-webgpu/ggml-webgpu-shader-lib.hpp
#	ggml/src/ggml-webgpu/ggml-webgpu.cpp
#	ggml/src/ggml-webgpu/wgsl-shaders/repeat.wgsl
#	src/models/qwen3next.cpp
#	tests/test-backend-ops.cpp
#	tests/test-chat-peg-parser.cpp
#	tests/test-chat.cpp
#	tests/test-llama-archs.cpp
#	tests/test-recurrent-state-rollback.cpp

common/speculative.cpp

@@ -1291,7 +1291,7 @@ struct common_speculative_impl_draft_mtp : public common_speculative_impl {
         GGML_ASSERT(ctx_tgt && ctx_dft && "MTP requires ctx_tgt and ctx_dft to be set");
 
         n_embd = llama_model_n_embd_out(llama_get_model(ctx_dft));
-        GGML_ASSERT(n_embd == llama_model_n_embd(llama_get_model(ctx_tgt)) &&
+        GGML_ASSERT(n_embd == llama_model_n_embd_out(llama_get_model(ctx_tgt)) &&
                 "MTP input row width must match the target h_nextn width");
         n_mtp_layers = std::max(1, (int) llama_model_n_layer_nextn(llama_get_model(ctx_dft)));