API for ggmlR
'GGML' Tensor Operations for Machine Learning

Global functions
%*%,ANY,ggml_matrix-method Man page
%*%,ggml_matrix,ANY-method Man page
%*%,ggml_matrix,ggml_matrix-method Man page
.ag_add_broadcast_col Source code
.ag_causal_mask Source code
.ag_collect_buffers Source code
.ag_compute_dtype Source code
.ag_data Source code
.ag_dtype_to_ggml Source code
.ag_gpu_add Source code
.ag_gpu_clamp Source code
.ag_gpu_exp Source code
.ag_gpu_log Source code
.ag_gpu_matmul Source code
.ag_gpu_matmul_f32 Source code
.ag_gpu_mean_all Source code
.ag_gpu_mean_cols Source code
.ag_gpu_mean_rows Source code
.ag_gpu_mul Source code
.ag_gpu_pow Source code
.ag_gpu_relu Source code
.ag_gpu_reshape Source code
.ag_gpu_scale Source code
.ag_gpu_sigmoid Source code
.ag_gpu_softmax Source code
.ag_gpu_sub Source code
.ag_gpu_sum_all Source code
.ag_gpu_sum_cols Source code
.ag_gpu_sum_rows Source code
.ag_gpu_tanh Source code
.ag_gpu_to_r Source code
.ag_gpu_transpose Source code
.ag_init_gpu_backend Source code
.ag_mul_broadcast_col Source code
.ag_on_gpu Source code
.ag_r_to_gpu Source code
.ag_reset_ggml_ctx Source code
.ag_restore_buffers Source code
.ag_result_device Source code
.ag_result_dtype Source code
.ag_row_concat Source code
.ag_row_slice Source code
.ag_run_op Source code
.ggml_tensor_last_dim Source code
.ggmlr_as_dmat Source code
.ggmlr_backend_name Source code
.ggmlr_batch_shards Man page Source code
.ggmlr_chunk_cols Source code
.ggmlr_default_layer Source code
.ggmlr_densify_block Source code
.ggmlr_dist_gpu Source code
.ggmlr_dist_gpu_max_cells Source code
.ggmlr_dist_matrix Source code
.ggmlr_gpu_matmul_f64 Source code
.ggmlr_gpu_mul_mat Source code
.ggmlr_gpu_usable Source code
.ggmlr_has_pkg Source code
.ggmlr_knn_gpu Source code
.ggmlr_knn_gpu_max_cells Source code
.ggmlr_largest_gene Man page Source code
.ggmlr_linalg_backend Source code
.ggmlr_mm_opts Source code
.ggmlr_mul32 Source code
.ggmlr_need_pkg Source code
.ggmlr_neighbors_gpu Man page Source code
.ggmlr_normalize_gpu Man page Source code
.ggmlr_normalize_sparse Source code
.ggmlr_object_is_v5 Source code
.ggmlr_op_params Source code
.ggmlr_parsnip_lr_callback Source code
.ggmlr_pca_chunked Source code
.ggmlr_pca_gpu Man page Source code
.ggmlr_pcg_hash Source code
.ggmlr_register_op Source code
.ggmlr_resolve_backend Source code
.ggmlr_scale_gpu Man page Source code
.ggmlr_set_dimnames Source code
.ggmlr_seurat_generation Source code
.ggmlr_shr Source code
.ggmlr_subset_mat Source code
.ggmlr_u32 Source code
.ggmlr_umap_find_ab Source code
.ggmlr_umap_fuzzy_graph Source code
.ggmlr_umap_gpu Man page Source code
.ggmlr_umap_knn Source code
.ggmlr_umap_norm_weights Source code
.ggmlr_umap_sgd Source code
.ggmlr_umap_sgd_gpu Source code
.ggmlr_umap_sgd_r Source code
.ggmlr_umap_spectral_init Source code
.ggmlr_unwrap_model Source code
.ggmlr_xor32 Source code
.history_to_long Source code
.layer_params Source code
.make_LearnerClassifGGML Source code
.make_LearnerRegrGGML Source code
.onLoad Source code
.onUnload Source code
.register_mlr3 Source code
.register_parsnip Source code
GGML_GLU_OP_GEGLU Man page
GGML_GLU_OP_GEGLU_ERF Man page
GGML_GLU_OP_GEGLU_QUICK Man page
GGML_GLU_OP_REGLU Man page
GGML_GLU_OP_SWIGLU Man page
GGML_GLU_OP_SWIGLU_OAI Man page
GGML_OP_POOL_AVG Man page
GGML_OP_POOL_MAX Man page
GGML_ROPE_TYPE_MROPE Man page
GGML_ROPE_TYPE_NEOX Man page
GGML_ROPE_TYPE_NORM Man page
GGML_ROPE_TYPE_VISION Man page
GGML_SCALE_MODE_BICUBIC Man page
GGML_SCALE_MODE_BILINEAR Man page
GGML_SCALE_MODE_NEAREST Man page
GGML_SORT_ORDER_ASC Man page
GGML_SORT_ORDER_DESC Man page
GGML_TYPE_BF16 Man page
GGML_TYPE_F16 Man page
GGML_TYPE_F32 Man page
GGML_TYPE_I32 Man page
GGML_TYPE_Q2_K Man page
GGML_TYPE_Q3_K Man page
GGML_TYPE_Q4_0 Man page
GGML_TYPE_Q4_1 Man page
GGML_TYPE_Q4_K Man page
GGML_TYPE_Q5_K Man page
GGML_TYPE_Q6_K Man page
GGML_TYPE_Q8_0 Man page
RunGGML Man page Source code
RunGGML.Seurat Man page Source code
RunGGML.SingleCellExperiment Man page Source code
RunGGML.default Man page Source code
`%||%` Source code
abind_first Man page Source code
ag_add Man page Source code
ag_batch_norm Man page Source code
ag_clamp Man page Source code
ag_cross_entropy_loss Man page Source code
ag_dataloader Man page Source code
ag_default_device Man page Source code
ag_default_dtype Man page Source code
ag_device Man page Source code
ag_dropout Man page Source code
ag_dtype Man page Source code
ag_embedding Man page Source code
ag_eval Man page Source code
ag_eval.ag_batch_norm Source code
ag_eval.ag_dropout Source code
ag_eval.ag_embedding Source code
ag_eval.ag_multihead_attention Source code
ag_eval.ag_sequential Source code
ag_eval.default Source code
ag_exp Man page Source code
ag_gradcheck Man page Source code
ag_linear Man page Source code
ag_load_model Man page Source code
ag_log Man page Source code
ag_matmul Man page Source code
ag_mean Man page Source code
ag_mse_loss Man page Source code
ag_mul Man page Source code
ag_multihead_attention Man page Source code
ag_next_id Source code
ag_param Man page Source code
ag_pow Man page Source code
ag_record Source code
ag_relu Man page Source code
ag_reshape Man page Source code
ag_save_model Man page Source code
ag_scale Man page Source code
ag_sequential Man page Source code
ag_sigmoid Man page Source code
ag_softmax Man page Source code
ag_softmax_cross_entropy_loss Man page Source code
ag_sub Man page Source code
ag_sum Man page Source code
ag_tanh Man page Source code
ag_tensor Man page Source code
ag_to_device Man page Source code
ag_train Man page Source code
ag_train.ag_batch_norm Source code
ag_train.ag_dropout Source code
ag_train.ag_embedding Source code
ag_train.ag_multihead_attention Source code
ag_train.ag_sequential Source code
ag_train.default Source code
ag_transpose Man page Source code
as.matrix.ggml_matrix Man page Source code
as_gpu_matrix Man page Source code
augment.ggmlr_parsnip_model Man page Source code
backward Man page Source code
clip_grad_norm Man page Source code
compile Man page
compile.ggml_functional_model Man page Source code
compile.ggml_sequential_model Man page Source code
crossprod,ggml_matrix-method Man page
dequantize_row_iq1_m Man page Source code
dequantize_row_iq1_s Man page Source code
dequantize_row_iq2_s Man page Source code
dequantize_row_iq2_xs Man page Source code
dequantize_row_iq2_xxs Man page Source code
dequantize_row_iq3_s Man page Source code
dequantize_row_iq3_xxs Man page Source code
dequantize_row_iq4_nl Man page Source code
dequantize_row_iq4_xs Man page Source code
dequantize_row_mxfp4 Man page Source code
dequantize_row_nvfp4 Man page Source code
dequantize_row_q1_0 Man page Source code
dequantize_row_q2_K Man page Source code
dequantize_row_q3_K Man page Source code
dequantize_row_q4_0 Man page Source code
dequantize_row_q4_1 Man page Source code
dequantize_row_q4_K Man page Source code
dequantize_row_q5_0 Man page Source code
dequantize_row_q5_1 Man page Source code
dequantize_row_q5_K Man page Source code
dequantize_row_q6_K Man page Source code
dequantize_row_q8_0 Man page Source code
dequantize_row_q8_K Man page Source code
dequantize_row_tq1_0 Man page Source code
dequantize_row_tq2_0 Man page Source code
dim,ggml_matrix-method Man page
dp_train Man page Source code
evaluate Man page
evaluate.ggml_functional_model Man page Source code
evaluate.ggml_sequential_model Man page Source code
fit Man page
fit.ggml_functional_model Man page Source code
fit.ggml_sequential_model Man page Source code
ggmlR Man page
ggmlR-package Man page
ggml_abort_is_r_enabled Man page Source code
ggml_abs Man page Source code
ggml_abs_inplace Man page Source code
ggml_add Man page Source code Source code
ggml_add1 Man page Source code
ggml_add_inplace Man page Source code
ggml_add_rel_pos Man page Source code
ggml_apply Man page Source code
ggml_arange Man page Source code
ggml_are_same_layout Man page Source code
ggml_are_same_shape Man page Source code
ggml_are_same_stride Man page Source code
ggml_argmax Man page Source code
ggml_argsort Man page Source code
ggml_backend_alloc_ctx_tensors Man page Source code
ggml_backend_buffer_clear Man page Source code
ggml_backend_buffer_free Man page Source code
ggml_backend_buffer_get_size Man page Source code
ggml_backend_buffer_get_usage Man page Source code
ggml_backend_buffer_is_host Man page Source code
ggml_backend_buffer_is_multi_buffer Man page Source code
ggml_backend_buffer_name Man page Source code
ggml_backend_buffer_reset Man page Source code
ggml_backend_buffer_set_usage Man page Source code
ggml_backend_buffer_usage_any Man page Source code
ggml_backend_buffer_usage_compute Man page Source code
ggml_backend_buffer_usage_weights Man page Source code
ggml_backend_cpu_init Man page Source code
ggml_backend_cpu_set_n_threads Man page Source code
ggml_backend_dev_by_name Man page Source code
ggml_backend_dev_by_type Man page Source code
ggml_backend_dev_count Man page Source code
ggml_backend_dev_description Man page Source code
ggml_backend_dev_get Man page Source code
ggml_backend_dev_get_props Man page Source code
ggml_backend_dev_init Man page Source code
ggml_backend_dev_memory Man page Source code
ggml_backend_dev_name Man page Source code
ggml_backend_dev_offload_op Man page Source code
ggml_backend_dev_supports_buft Man page Source code
ggml_backend_dev_supports_op Man page Source code
ggml_backend_dev_type Man page Source code
ggml_backend_device_register Man page Source code
ggml_backend_device_type_accel Man page Source code
ggml_backend_device_type_cpu Man page Source code
ggml_backend_device_type_gpu Man page Source code
ggml_backend_device_type_igpu Man page Source code
ggml_backend_event_free Man page Source code
ggml_backend_event_new Man page Source code
ggml_backend_event_record Man page Source code
ggml_backend_event_synchronize Man page Source code
ggml_backend_event_wait Man page Source code
ggml_backend_free Man page Source code
ggml_backend_get_device Man page Source code
ggml_backend_graph_compute Man page Source code
ggml_backend_graph_compute_async Man page Source code
ggml_backend_graph_plan_compute Man page Source code
ggml_backend_graph_plan_create Man page Source code
ggml_backend_graph_plan_free Man page Source code
ggml_backend_init_best Man page Source code
ggml_backend_init_by_name Man page Source code
ggml_backend_init_by_type Man page Source code
ggml_backend_load Man page Source code
ggml_backend_load_all Man page Source code
ggml_backend_meta_device Man page Source code
ggml_backend_multi_buffer_alloc_buffer Man page Source code
ggml_backend_multi_buffer_set_usage Man page Source code
ggml_backend_name Man page Source code
ggml_backend_reg_by_name Man page Source code
ggml_backend_reg_count Man page Source code
ggml_backend_reg_dev_count Man page Source code
ggml_backend_reg_dev_get Man page Source code
ggml_backend_reg_get Man page Source code
ggml_backend_reg_name Man page Source code
ggml_backend_register Man page Source code
ggml_backend_sched_alloc_graph Man page Source code
ggml_backend_sched_free Man page Source code
ggml_backend_sched_get_backend Man page Source code
ggml_backend_sched_get_n_backends Man page Source code
ggml_backend_sched_get_n_copies Man page Source code
ggml_backend_sched_get_n_splits Man page Source code
ggml_backend_sched_get_tensor_backend Man page Source code
ggml_backend_sched_graph_compute Man page Source code
ggml_backend_sched_graph_compute_async Man page Source code
ggml_backend_sched_new Man page Source code
ggml_backend_sched_reserve Man page Source code
ggml_backend_sched_reset Man page Source code
ggml_backend_sched_set_tensor_backend Man page Source code
ggml_backend_sched_synchronize Man page Source code
ggml_backend_synchronize Man page Source code
ggml_backend_tensor_copy_async Man page Source code
ggml_backend_tensor_get_and_sync Man page Source code
ggml_backend_tensor_get_async Man page Source code
ggml_backend_tensor_get_data Man page Source code
ggml_backend_tensor_get_f32_first Man page Source code
ggml_backend_tensor_set_async Man page Source code
ggml_backend_tensor_set_data Man page Source code
ggml_backend_unload Man page Source code
ggml_batch_norm Man page Source code
ggml_blck_size Man page Source code
ggml_build_forward_expand Man page Source code Source code
ggml_callback_early_stopping Man page Source code
ggml_can_repeat Man page Source code
ggml_ceil Man page Source code
ggml_ceil_inplace Man page Source code
ggml_clamp Man page Source code
ggml_compile Man page Source code
ggml_compile.ggml_functional_model Man page Source code
ggml_compile.ggml_sequential_model Man page Source code
ggml_concat Man page Source code
ggml_cont Man page Source code
ggml_conv_1d Man page Source code
ggml_conv_1d_dw Man page Source code
ggml_conv_2d Man page Source code
ggml_conv_2d_direct Man page Source code
ggml_conv_2d_dw Man page Source code
ggml_conv_2d_dw_direct Man page Source code
ggml_conv_transpose_1d Man page Source code
ggml_conv_transpose_2d_p0 Man page Source code
ggml_cos Man page Source code
ggml_count_equal Man page Source code
ggml_cpu_add Man page Source code
ggml_cpu_features Man page Source code
ggml_cpu_get_rvv_vlen Man page Source code
ggml_cpu_get_sve_cnt Man page Source code
ggml_cpu_has_amx_int8 Man page Source code
ggml_cpu_has_arm_fma Man page Source code
ggml_cpu_has_avx Man page Source code
ggml_cpu_has_avx2 Man page Source code
ggml_cpu_has_avx512 Man page Source code
ggml_cpu_has_avx512_bf16 Man page Source code
ggml_cpu_has_avx512_vbmi Man page Source code
ggml_cpu_has_avx512_vnni Man page Source code
ggml_cpu_has_avx_vnni Man page Source code
ggml_cpu_has_bmi2 Man page Source code
ggml_cpu_has_dotprod Man page Source code
ggml_cpu_has_f16c Man page Source code
ggml_cpu_has_fma Man page Source code
ggml_cpu_has_fp16_va Man page Source code
ggml_cpu_has_llamafile Man page Source code
ggml_cpu_has_matmul_int8 Man page Source code
ggml_cpu_has_neon Man page Source code
ggml_cpu_has_riscv_v Man page Source code
ggml_cpu_has_sme Man page Source code
ggml_cpu_has_sse3 Man page Source code
ggml_cpu_has_ssse3 Man page Source code
ggml_cpu_has_sve Man page Source code
ggml_cpu_has_vsx Man page Source code
ggml_cpu_has_vxe Man page Source code
ggml_cpu_has_wasm_simd Man page Source code
ggml_cpu_mul Man page Source code
ggml_cpy Man page Source code
ggml_crossprod Man page Source code
ggml_cycles Man page Source code
ggml_cycles_per_ms Man page Source code
ggml_default_mlp Man page Source code
ggml_dense Man page Source code
ggml_diag Man page Source code
ggml_diag_mask_inf Man page Source code
ggml_diag_mask_inf_inplace Man page Source code
ggml_diag_mask_zero Man page Source code
ggml_div Man page Source code
ggml_div_inplace Man page Source code
ggml_dup Man page Source code
ggml_dup_inplace Man page Source code
ggml_dup_tensor Man page Source code
ggml_element_size Man page Source code
ggml_elu Man page Source code
ggml_elu_inplace Man page Source code
ggml_embedding Man page Source code
ggml_estimate_memory Man page Source code
ggml_evaluate Man page Source code
ggml_evaluate.ggml_functional_model Man page Source code
ggml_evaluate.ggml_sequential_model Man page Source code
ggml_exp Man page Source code
ggml_exp_inplace Man page Source code
ggml_extract Man page Source code
ggml_extract.Seurat Man page Source code
ggml_extract.SingleCellExperiment Man page Source code
ggml_extract.dgCMatrix Man page Source code
ggml_extract.matrix Man page Source code
ggml_fit Man page Source code
ggml_fit.default Man page Source code
ggml_fit.ggml_functional_model Man page Source code
ggml_fit.ggml_sequential_model Man page Source code
ggml_fit_opt Man page Source code
ggml_fit_sequential Source code
ggml_flash_attn_back Man page Source code
ggml_flash_attn_ext Man page Source code
ggml_floor Man page Source code
ggml_floor_inplace Man page Source code
ggml_free Man page Source code
ggml_freeze_weights Man page Source code
ggml_freeze_weights.ggml_functional_model Source code
ggml_freeze_weights.ggml_sequential_model Source code
ggml_ftype_to_ggml_type Man page Source code
ggml_gallocr_alloc_graph Man page Source code
ggml_gallocr_free Man page Source code
ggml_gallocr_get_buffer_size Man page Source code
ggml_gallocr_new Man page Source code
ggml_gallocr_reserve Man page Source code
ggml_geglu Man page Source code
ggml_geglu_quick Man page Source code
ggml_geglu_split Man page Source code
ggml_gelu Man page Source code
ggml_gelu_erf Man page Source code
ggml_gelu_inplace Man page Source code
ggml_gelu_quick Man page Source code
ggml_get_f32 Man page Source code Source code
ggml_get_f32_nd Man page Source code
ggml_get_first_tensor Man page Source code
ggml_get_i32 Man page Source code
ggml_get_i32_nd Man page Source code
ggml_get_layer Man page Source code
ggml_get_max_tensor_size Man page Source code
ggml_get_mem_size Man page Source code
ggml_get_n_threads Man page Source code
ggml_get_name Man page Source code
ggml_get_next_tensor Man page Source code
ggml_get_no_alloc Man page Source code
ggml_get_op_params Man page Source code
ggml_get_op_params_f32 Man page Source code
ggml_get_op_params_i32 Man page Source code
ggml_get_rel_pos Man page Source code
ggml_get_rows Man page Source code
ggml_get_rows_back Man page Source code
ggml_get_unary_op Man page Source code
ggml_glu Man page Source code
ggml_glu_split Man page Source code
ggml_graph_compute Man page Source code Source code
ggml_graph_compute_with_ctx Man page Source code
ggml_graph_dump_dot Man page Source code
ggml_graph_get_tensor Man page Source code
ggml_graph_n_nodes Man page Source code
ggml_graph_node Man page Source code
ggml_graph_overhead Man page Source code
ggml_graph_print Man page Source code
ggml_graph_reset Man page Source code
ggml_graph_view Man page Source code
ggml_group_norm Man page Source code
ggml_group_norm_inplace Man page Source code
ggml_gru Man page Source code
ggml_hardsigmoid Man page Source code
ggml_hardswish Man page Source code
ggml_im2col Man page Source code
ggml_init Man page Source code
ggml_init_auto Man page Source code
ggml_inject Man page Source code
ggml_inject.Seurat Man page Source code
ggml_inject.SingleCellExperiment Man page Source code
ggml_input Man page Source code
ggml_is_available Man page Source code
ggml_is_contiguous Man page Source code
ggml_is_contiguous_0 Man page Source code
ggml_is_contiguous_1 Man page Source code
ggml_is_contiguous_2 Man page Source code
ggml_is_contiguous_channels Man page Source code
ggml_is_contiguous_rows Man page Source code
ggml_is_contiguously_allocated Man page Source code
ggml_is_permuted Man page Source code
ggml_is_quantized Man page Source code
ggml_is_transposed Man page Source code
ggml_l2_norm Man page Source code
ggml_l2_norm_inplace Man page Source code
ggml_layer_add Man page Source code
ggml_layer_batch_norm Man page Source code
ggml_layer_concatenate Man page Source code
ggml_layer_conv_1d Man page Source code Source code
ggml_layer_conv_2d Man page Source code Source code
ggml_layer_dense Man page Source code
ggml_layer_dropout Man page Source code
ggml_layer_embedding Man page Source code
ggml_layer_flatten Man page Source code
ggml_layer_global_average_pooling_2d Man page Source code
ggml_layer_global_max_pooling_2d Man page Source code
ggml_layer_gru Man page Source code
ggml_layer_lstm Man page Source code
ggml_layer_max_pooling_2d Man page Source code
ggml_leaky_relu Man page Source code
ggml_load_model Man page Source code
ggml_load_weights Man page Source code
ggml_log Man page Source code
ggml_log_inplace Man page Source code
ggml_log_is_r_enabled Man page Source code
ggml_log_set_default Man page Source code
ggml_log_set_r Man page Source code
ggml_lstm Man page Source code
ggml_marshal_model Man page Source code
ggml_matmul Man page Source code
ggml_matmul_f64 Man page Source code
ggml_matrix-class Man page
ggml_mean Man page Source code
ggml_model Man page Source code
ggml_model_backend Man page Source code
ggml_model_sequential Man page Source code
ggml_mul Man page Source code Source code
ggml_mul_inplace Man page Source code
ggml_mul_mat Man page Source code
ggml_mul_mat_id Man page Source code
ggml_n_dims Man page Source code
ggml_nbytes Man page Source code Source code
ggml_neg Man page Source code
ggml_neg_inplace Man page Source code
ggml_nelements Man page Source code Source code
ggml_new_f32 Man page Source code
ggml_new_i32 Man page Source code
ggml_new_tensor Man page Source code
ggml_new_tensor_1d Man page Source code Source code
ggml_new_tensor_2d Man page Source code Source code
ggml_new_tensor_3d Man page Source code
ggml_new_tensor_4d Man page Source code
ggml_norm Man page Source code
ggml_norm_inplace Man page Source code
ggml_nrows Man page Source code
ggml_op_can_inplace Man page Source code
ggml_op_desc Man page Source code
ggml_op_name Man page Source code
ggml_op_symbol Man page Source code
ggml_ops_registry Man page Source code
ggml_opt_alloc Man page Source code
ggml_opt_context_optimizer_type Man page Source code
ggml_opt_dataset_data Man page Source code
ggml_opt_dataset_free Man page Source code
ggml_opt_dataset_get_batch Man page Source code
ggml_opt_dataset_init Man page Source code
ggml_opt_dataset_labels Man page Source code
ggml_opt_dataset_ndata Man page Source code
ggml_opt_dataset_shuffle Man page Source code
ggml_opt_dataset_weights Man page Source code
ggml_opt_default_params Man page Source code
ggml_opt_epoch Man page Source code
ggml_opt_eval Man page Source code
ggml_opt_fit Man page Source code
ggml_opt_free Man page Source code
ggml_opt_get_lr Man page Source code
ggml_opt_grad_acc Man page Source code
ggml_opt_init Man page Source code
ggml_opt_init_for_fit Man page Source code
ggml_opt_inputs Man page Source code
ggml_opt_labels Man page Source code
ggml_opt_loss Man page Source code
ggml_opt_loss_type_cross_entropy Man page Source code
ggml_opt_loss_type_mean Man page Source code
ggml_opt_loss_type_mse Man page Source code
ggml_opt_loss_type_sum Man page Source code
ggml_opt_loss_type_weighted_mse Man page Source code
ggml_opt_ncorrect Man page Source code
ggml_opt_optimizer_name Man page Source code
ggml_opt_optimizer_type_adamw Man page Source code
ggml_opt_optimizer_type_sgd Man page Source code
ggml_opt_outputs Man page Source code
ggml_opt_pred Man page Source code
ggml_opt_prepare_alloc Man page Source code
ggml_opt_reset Man page Source code
ggml_opt_result_accuracy Man page Source code
ggml_opt_result_free Man page Source code
ggml_opt_result_init Man page Source code
ggml_opt_result_loss Man page Source code
ggml_opt_result_ndata Man page Source code
ggml_opt_result_pred Man page Source code
ggml_opt_result_reset Man page Source code
ggml_opt_set_lr Man page Source code
ggml_opt_static_graphs Man page Source code
ggml_out_prod Man page Source code
ggml_pad Man page Source code
ggml_pad_reflect_1d Man page Source code
ggml_permute Man page Source code
ggml_pool_1d Man page Source code
ggml_pool_2d Man page Source code
ggml_pop_layer Man page Source code
ggml_pp_dp_forward Man page Source code
ggml_pp_forward Man page Source code
ggml_predict Man page Source code
ggml_predict.ggml_functional_model Man page Source code
ggml_predict.ggml_sequential_model Man page Source code
ggml_predict_classes Man page Source code
ggml_print_mem_status Man page Source code
ggml_print_objects Man page Source code
ggml_quant_block_info Man page Source code
ggml_quantize_chunk Man page Source code
ggml_quantize_free Man page Source code
ggml_quantize_init Man page Source code
ggml_quantize_requires_imatrix Man page Source code
ggml_reglu Man page Source code
ggml_reglu_split Man page Source code
ggml_relu Man page Source code
ggml_relu_inplace Man page Source code
ggml_repeat Man page Source code
ggml_repeat_back Man page Source code
ggml_reset Man page Source code
ggml_reshape_1d Man page Source code
ggml_reshape_2d Man page Source code
ggml_reshape_3d Man page Source code
ggml_reshape_4d Man page Source code
ggml_result Man page Source code
ggml_rms_norm Man page Source code
ggml_rms_norm_back Man page Source code
ggml_rms_norm_inplace Man page Source code
ggml_roll Man page Source code
ggml_rope Man page Source code
ggml_rope_ext Man page Source code
ggml_rope_ext_back Man page Source code
ggml_rope_ext_inplace Man page Source code
ggml_rope_inplace Man page Source code
ggml_rope_multi Man page Source code
ggml_rope_multi_inplace Man page Source code
ggml_round Man page Source code
ggml_round_inplace Man page Source code
ggml_run Man page Source code
ggml_save_model Man page Source code
ggml_save_model.ggml_functional_model Source code
ggml_save_model.ggml_sequential_model Source code
ggml_save_weights Man page Source code
ggml_scale Man page Source code
ggml_scale_inplace Man page Source code
ggml_schedule_cosine_decay Man page Source code
ggml_schedule_reduce_on_plateau Man page Source code
ggml_schedule_step_decay Man page Source code
ggml_set Man page Source code
ggml_set_1d Man page Source code
ggml_set_2d Man page Source code
ggml_set_abort_callback_default Man page Source code
ggml_set_abort_callback_r Man page Source code
ggml_set_f32 Man page Source code Source code
ggml_set_f32_nd Man page Source code
ggml_set_i32 Man page Source code
ggml_set_i32_nd Man page Source code
ggml_set_input Man page Source code
ggml_set_n_threads Man page Source code
ggml_set_name Man page Source code
ggml_set_no_alloc Man page Source code
ggml_set_omp_threads Man page Source code
ggml_set_op_params Man page Source code
ggml_set_op_params_f32 Man page Source code
ggml_set_op_params_i32 Man page Source code
ggml_set_output Man page Source code
ggml_set_param Man page Source code
ggml_set_seed Man page Source code
ggml_set_zero Man page Source code
ggml_sgn Man page Source code
ggml_sigmoid Man page Source code
ggml_sigmoid_inplace Man page Source code
ggml_silu Man page Source code
ggml_silu_back Man page Source code
ggml_silu_inplace Man page Source code
ggml_sin Man page Source code
ggml_soft_max Man page Source code
ggml_soft_max_ext Man page Source code
ggml_soft_max_ext_back Man page Source code
ggml_soft_max_ext_back_inplace Man page Source code
ggml_soft_max_ext_inplace Man page Source code
ggml_soft_max_inplace Man page Source code
ggml_softplus Man page Source code
ggml_softplus_inplace Man page Source code
ggml_sqr Man page Source code
ggml_sqr_inplace Man page Source code
ggml_sqrt Man page Source code
ggml_sqrt_inplace Man page Source code
ggml_step Man page Source code
ggml_sub Man page Source code
ggml_sub_inplace Man page Source code
ggml_sum Man page Source code
ggml_sum_rows Man page Source code
ggml_swiglu Man page Source code
ggml_swiglu_split Man page Source code
ggml_tanh Man page Source code
ggml_tanh_inplace Man page Source code
ggml_task Man page Source code
ggml_tcrossprod Man page Source code
ggml_tensor_copy Man page Source code
ggml_tensor_nb Man page Source code
ggml_tensor_num Man page Source code
ggml_tensor_overhead Man page Source code
ggml_tensor_set_f32_scalar Man page Source code
ggml_tensor_shape Man page Source code
ggml_tensor_type Man page Source code
ggml_test Man page Source code
ggml_time_init Man page Source code
ggml_time_ms Man page Source code
ggml_time_us Man page Source code
ggml_timestep_embedding Man page Source code
ggml_top_k Man page Source code
ggml_tp_dp_forward Man page Source code
ggml_training_history Man page Source code
ggml_transpose Man page Source code
ggml_type_name Man page Source code
ggml_type_size Man page Source code
ggml_type_sizef Man page Source code
ggml_unary_op_name Man page Source code
ggml_unfreeze_weights Man page Source code
ggml_unfreeze_weights.ggml_functional_model Source code
ggml_unfreeze_weights.ggml_sequential_model Source code
ggml_unmarshal_model Man page Source code
ggml_upscale Man page Source code
ggml_used_mem Man page Source code
ggml_version Man page Source code
ggml_view_1d Man page Source code
ggml_view_2d Man page Source code
ggml_view_3d Man page Source code
ggml_view_4d Man page Source code
ggml_view_tensor Man page Source code
ggml_vulkan_available Man page Source code
ggml_vulkan_backend_name Man page Source code
ggml_vulkan_device_caps Man page Source code
ggml_vulkan_device_count Man page Source code
ggml_vulkan_device_description Man page Source code
ggml_vulkan_device_groups Man page Source code
ggml_vulkan_device_memory Man page Source code
ggml_vulkan_free Man page Source code
ggml_vulkan_hard_exit_available Man page Source code
ggml_vulkan_init Man page Source code
ggml_vulkan_is_backend Man page Source code
ggml_vulkan_list_devices Man page Source code
ggml_vulkan_p2p_selftest Man page Source code
ggml_vulkan_shutdown Man page Source code
ggml_vulkan_split_buffer_type Man page Source code
ggml_vulkan_split_mul_mat Man page Source code
ggml_vulkan_split_row_ranges Man page Source code
ggml_vulkan_stage_handoff Man page Source code
ggml_vulkan_status Man page Source code
ggml_win_part Man page Source code
ggml_win_unpart Man page Source code
ggml_with_temp_ctx Man page Source code
ggmlr_parsnip_fit_classif Man page Source code
ggmlr_parsnip_fit_regr Man page Source code
gguf_free Man page Source code
gguf_load Man page Source code
gguf_metadata Man page Source code
gguf_tensor_data Man page Source code
gguf_tensor_info Man page Source code
gguf_tensor_names Man page Source code
glance.ggmlr_parsnip_model Man page Source code
iq2xs_free_impl Man page Source code
iq2xs_init_impl Man page Source code
iq3xs_free_impl Man page Source code
iq3xs_init_impl Man page Source code
is_ag_tensor Man page Source code
lr_scheduler_cosine Man page Source code
lr_scheduler_step Man page Source code
make_mlp_ggml Source code
marshal_inner Source code
marshal_model.classif_ggml_model Source code
marshal_model.regr_ggml_model Source code
nn_apply_activation Man page Source code
nn_auto_name Source code
nn_build_batch_norm Man page Source code
nn_build_conv_1d Man page Source code
nn_build_conv_2d Man page Source code
nn_build_dense Man page Source code
nn_build_dropout Man page Source code
nn_build_embedding Man page Source code
nn_build_flatten Man page Source code
nn_build_functional_graph Man page Source code
nn_build_functional_node Man page Source code
nn_build_global_average_pooling_2d Man page Source code
nn_build_global_max_pooling_2d Man page Source code
nn_build_graph Man page Source code
nn_build_gru Man page Source code
nn_build_layer Man page Source code
nn_build_lstm Man page Source code
nn_build_max_pooling_2d Man page Source code
nn_count_layer_params Man page Source code
nn_fill_inputs Source code
nn_functional_output_shape Man page Source code
nn_gru_step Man page Source code
nn_infer_shapes Man page Source code
nn_init_glorot_uniform Man page Source code
nn_init_he_uniform Man page Source code
nn_init_recurrent_uniform Man page Source code
nn_init_zeros Man page Source code
nn_layer_name Source code
nn_lstm_step Man page Source code
nn_next_layer_id Source code
nn_next_node_id Source code
nn_next_node_id_peek Source code
nn_prepare_x Source code
nn_topo_sort Man page Source code
onnx_device_info Man page Source code
onnx_inputs Man page Source code
onnx_load Man page Source code
onnx_run Man page Source code
onnx_summary Man page Source code
optimizer_adam Man page Source code
optimizer_sgd Man page Source code
plot.ggml_history Man page Source code
predict.ggml_functional_model Man page Source code
predict.ggml_sequential_model Man page Source code
predict.ggmlr_parsnip_model Source code
print.ag_dataloader Source code
print.ag_optimizer_adam Source code
print.ag_optimizer_sgd Source code
print.ag_sequential Source code
print.ag_tensor Man page Source code
print.ggmlR_ag_state Source code
print.ggmlR_marshaled Source code
print.ggml_functional_model Man page Source code
print.ggml_history Man page Source code
print.ggml_result Source code
print.ggml_sequential_model Man page Source code
print.ggml_task Source code
print.gguf Source code
print.lr_scheduler_cosine Source code
print.lr_scheduler_step Source code
print.onnx_model Man page Source code
quantize_iq1_m Man page Source code
quantize_iq1_s Man page Source code
quantize_iq2_s Man page Source code
quantize_iq2_xs Man page Source code
quantize_iq2_xxs Man page Source code
quantize_iq3_s Man page Source code
quantize_iq3_xxs Man page Source code
quantize_iq4_nl Man page Source code
quantize_iq4_xs Man page Source code
quantize_mxfp4 Man page Source code
quantize_nvfp4 Man page Source code
quantize_q1_0 Man page Source code
quantize_q2_K Man page Source code
quantize_q3_K Man page Source code
quantize_q4_0 Man page Source code
quantize_q4_1 Man page Source code
quantize_q4_K Man page Source code
quantize_q5_0 Man page Source code
quantize_q5_1 Man page Source code
quantize_q5_K Man page Source code
quantize_q6_K Man page Source code
quantize_q8_0 Man page Source code
quantize_row_iq2_s_ref Man page Source code
quantize_row_iq3_s_ref Man page Source code
quantize_row_iq3_xxs_ref Man page Source code
quantize_row_iq4_nl_ref Man page Source code
quantize_row_iq4_xs_ref Man page Source code
quantize_row_mxfp4_ref Man page Source code
quantize_row_q2_K_ref Man page Source code
quantize_row_q3_K_ref Man page Source code
quantize_row_q4_0_ref Man page Source code
quantize_row_q4_1_ref Man page Source code
quantize_row_q4_K_ref Man page Source code
quantize_row_q5_0_ref Man page Source code
quantize_row_q5_1_ref Man page Source code
quantize_row_q5_K_ref Man page Source code
quantize_row_q6_K_ref Man page Source code
quantize_row_q8_0_ref Man page Source code
quantize_row_q8_1_ref Man page Source code
quantize_row_q8_K_ref Man page Source code
quantize_row_tq1_0_ref Man page Source code
quantize_row_tq2_0_ref Man page Source code
quantize_tq1_0 Man page Source code
quantize_tq2_0 Man page Source code
reexports Man page
rope_types Man page
show,ggml_matrix-method Man page
slice_first_dim Man page Source code
summary.ggml_sequential_model Man page Source code
tcrossprod,ggml_matrix-method Man page
tidy.ggmlr_parsnip_model Man page Source code
unmarshal_inner Source code
unmarshal_model.classif_ggml_model_marshaled Source code
unmarshal_model.regr_ggml_model_marshaled Source code
with_grad_tape Man page Source code
ggmlR documentation built on July 14, 2026, 1:08 a.m.