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* ggml: fix typos in comments across ggml/src Corrects misspellings found in source comments (no code/logic changes): CUDA: - quantize.cu / quantize_id.cu: 'memroy' -> 'memory', stray 'Exchange' word in reduction comment - fattn-mma-f16.cuh / fattn-new-mma.cu: 'synchonization' -> 'synchronization' - fattn-new-mma.cu / fattn-vec-common.cuh: 'at lease' -> 'at least' - fattn-vec-f32.cuh: 'Currenlty'/'dose' -> 'Currently'/'does' - mmq_id_common.cuh: 'alays' -> 'always' - softmax.cu: 'noncontigous' -> 'noncontiguous' CPU / quantization: - ggml-quants.c: 'At leat' -> 'At least' - ggml.c: 'repeatition' -> 'repetition' CANN: - aclnn_ops.cpp: 'alloced' -> 'allocated', 'contigous' -> 'contiguous' - kernels/dup.cpp: 'contigous' -> 'contiguous' IQK: - iqk_gemm_1bit.cpp: 'explicitely' -> 'explicitly' - iqk_gemm_ktquants.cpp: 'nn AVX2' -> 'in AVX2' Vulkan: - ggml-vulkan.cpp: duplicated 'in in' -> 'in' * ggml: fix less-common typos in comments (spellchecker pass) Second sweep using a spell-check pass with edit-distance filtering to catch typos missed by the common-misspelling list. Comment/comment-context fixes only, no code changes: - aclnn_ops.cpp: 'performace' -> 'performance' - acl_tensor.cpp: 'shoule in' -> 'should be in' - common.h: 'opertors'/'available' -> 'operators'/'available' - ggml-cuda.cu: 'resepctive' -> 'respective', 'resinding' -> 'residing' - conv2d.cu: 'ouptut_chanles' -> 'output_channels' - scale.cu: 'Whehn' -> 'When' - mmq_id_common.cuh: 'renameing' -> 'renaming' - solve_tri.cu: 'supress' -> 'suppress' - ggml-quants.c: 'ptoducts' -> 'products', 'quckly' -> 'quickly', 'Acummulate' -> 'Accumulate' - ggml-sycl.cpp: 'solutino'/'walkaroud' -> 'solution'/'workaround' - ggml-vulkan.cpp: 'aross' -> 'across' - ggml.c unified base: signficantly -> significantly (recorded in iqk too) Also fixed duplicate word 'get get' in the quckly comments (line 14272/14488). * Fix typo: correct hard-to-count words in comments/docs across common/examples Spellcheckedtypos across common/, examples/, tests/ and include/ (from typos2.txt): preserve->preserving, replacement->replacemnt, enhance->enchance, imatrix/ima->imatrix, correct->corerct, parameter->parmeter, utilizing->utilitizing, backward->backwrad, manipulate->manupulate, together->togather, incomplete->parial, sentence->dentence, retrieval->retie, prepared->prepa, partial->parial, randomly->Randonly. Comment/prose only, no code changes. * fixing typos (public_simplechat example) * fixing typos (examples subdirs)