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ik/gemm_iq1s
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ik/iq5_ks_r4
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ik/iqk_gemm
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ik/iqk_q_improvements
ik/is_this_better_for_multi_gpu
ik/issue_214
ik/issue_217
ik/issue_224
ik/issue_230
ik/k_cache_hadamard
ik/k_cache_hadamard_cuda
ik/kq_fused_softmax
ik/kq_mask
ik/kq_mask_padding_64
ik/l4_rms_norm
ik/legacy_gemm
ik/llama4
ik/llama_bench_mla3
ik/llama_bench_n_cpu_moe
ik/llama_bench_overrides
ik/llama_bench_rcache
ik/llama_bench_sas
ik/llama_bench_tgb
ik/llama_hparams_add_mla
ik/llama_warnings
ik/make_biased_gemv_optional
ik/make_qx_quants
ik/mask_mt
ik/max_nodes
ik/max_nodes_again
ik/measure_barriers
ik/merge_Aug_12_2024
ik/merge_July_26_2024
ik/merge_only_qk
ik/merge_qkv
ik/merge_up_gate_exps_2
ik/merge_up_gate_exps_3
ik/metal_bf16
ik/metal_faster_iq4ks
ik/metal_fattn_update
ik/metal_fix_iq2k
ik/metal_fix_iq3k
ik/metal_moe
ik/metal_new_trellis
ik/mimo2
ik/mimo2_4_gpus
ik/mimo2_graph
ik/minimax2_very_fast
ik/minimax_graph_minor
ik/ministral3
ik/minmax2_sm_graph
ik/minor_delta_tweak
ik/minor_iq2ks_tweak
ik/mistral3_large
ik/mistral3_std_attn
ik/mla
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ik/mla2_q80_cache_cpu
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ik/mla_fixes
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ik/mla_imatrix
ik/mla_no_transposed_cache
ik/mla_q80
ik/mmq_id_thresh
ik/mmq_iq_ks_r4
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ik/mmvq_args
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ik/moe_fused_unary
ik/moe_offload_strategy
ik/more_set_device
ik/mul_mat_bf16
ik/mul_mat_ext
ik/multi_add
ik/mv_q4_0_r4
ik/mxfp4
ik/n_cpu_moe
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ik/neon_improve_legacy_quants
ik/neon_iq3_kt
ik/new_iq1bn
ik/new_iq2kt
ik/new_iq2kt_v2
ik/new_iq4kt
ik/new_trellis_2
ik/no_KV_for_unused_layers
ik/non_contiguous_rope
ik/offline_repack
ik/offline_repack_patterns
ik/offload_policy
ik/ooae2
ik/ooae_on_by_default
ik/opt_kt_quants
ik/option_cpu_fa
ik/option_to_disable_cuda_fusion
ik/optional_yarn_log_multiplier
ik/p2p_cpy_set_device
ik/per_row_scale
ik/phi3.5_tweaks
ik/pickup_13095
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ik/poc_tp
ik/poc_tp_glm4.5
ik/prepare_wk_b
ik/q2_k_r4
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ik/q3next_concat
ik/q3next_concat_cpu
ik/q3next_cuda_graphs
ik/q3next_opt2
ik/q3next_opt3
ik/q4_0_r4
ik/q4_0_r8
ik/q4_k_gemm
ik/q4_k_r4
ik/q4_k_r4_v2
ik/q4_k_r4_v3
ik/q5_0_r4
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ik/qmix_tweaks
ik/qmix_tweaks_2
ik/qstats
ik/quantization_tweaks
ik/quantize_dry_run
ik/quantize_ffn_gate_inp
ik/quantize_q8k_avx2
ik/quantize_stats
ik/qwen35moe
ik/qwen3_graph
ik/qwen3next
ik/qwen3vl_graph
ik/qx_0_r4_avx2
ik/qx_k_b32_avx2
ik/r4_faster_zen4
ik/r4_neon
ik/r4_nrcy_16
ik/really_fix_rope_cache
ik/reduce_compute_buffers
ik/reduce_make_copies
ik/reduce_mla3_compute_buffer_size
ik/reduce_no_nccl
ik/reduce_race_quick_fix
ik/refactor_iqk
ik/refactor_llama.cpp
ik/remove_iqk_option
ik/remove_kv_l
ik/remove_llamafile
ik/remove_scary_warning
ik/remove_unnecessary_calls
ik/remove_unnessessary_ids_copy
ik/rename_4_8
ik/rename_iq4_nl_x4
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ik/repack_also_experts
ik/repack_f16
ik/revert_0bf4d997
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ik/reverts
ik/ring_reduce
ik/rms_block_size
ik/rng_sampling
ik/rope_cache
ik/run_time_repack
ik/sampling-top-n-sigma
ik/sampling-xtc
ik/sampling_refactor_sorting
ik/sanitize_importance_iqk
ik/sanitize_importance_kt_quants
ik/sched_copy_experts
ik/sched_max_copies=1
ik/server_send_done
ik/shexps_better_hybrid
ik/skip_get_rows
ik/skip_noop_barriers
ik/skip_rowids_computation
ik/skip_unnecessary_quantize
ik/slightly_better_graph_split_strategy
ik/sm_graph_cuda_graphs
ik/sm_graph_disable_cuda_graphs
ik/sm_graph_max_gpu
ik/sm_graph_q3next
ik/sm_graph_rearrange
ik/sm_graph_seedoss
ik/sm_graph_step35
ik/sm_graph_sync
ik/smart_expert_selection
ik/smollm3
ik/softcap
ik/softcap_minor
ik/split_graph_2
ik/split_mode_f32
ik/step35
ik/step35_compat
ik/support_gigachat
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ik/sweep_bench_nrep
ik/sweep_bench_warmup
ik/swiglu
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ik/test_q80_NaNs
ik/test_thp
ik/tg_tweaks
ik/topk_moe_fuse_bias
ik/topk_moe_with_norm
ik/trellis_bf16
ik/trellis_metal
ik/trellis_neon
ik/trellis_opt
ik/trinet
ik/try_authors
ik/try_cuda_graphs
ik/try_fa_no_q80_repack
ik/try_fix_1014
ik/try_fix_1201
ik/try_fix_1222
ik/try_fix_367
ik/try_fix_367_v2
ik/try_fix_690
ik/try_fix_772
ik/try_fix_854
ik/try_fix_974
ik/try_fix_avx2_fa
ik/try_fix_many_gpus
ik/try_fix_many_gpus_2
ik/try_grouped_topk_playing1
ik/try_remove_cpy_indirection
ik/try_split_mla
ik/try_split_offloaded_moe_up_gate
ik/try_svd
ik/try_trellis
ik/undo_1049_if_tensor_overrides
ik/undo_sync_reduction
ik/update_authors
ik/update_license
ik/use_bf16_when_no_mmq
ik/use_mmq_id_for_moe
ik/use_q8_2
ik/validate_quants_on_load
ik/vendor
ik/vulkan1
ik/vulkan_again
ik/vulkan_disable_fused_ops
ik/vulkan_disable_multi_add
ik/vulkan_fattn
ik/vulkan_fused_mul_unary
ik/vulkan_fused_rms
ik/vulkan_multi_add
ik/wip_sync_llama
ik/zen4_faster_iq4ks_iq5ks
ik/zen4_flash_attn
ik/zen4_flash_attn_2
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ikawrakow-patch-1
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ik/llama_bench_sas
ik/llama_bench_tgb
ik/llama_hparams_add_mla
ik/llama_warnings
ik/make_biased_gemv_optional
ik/make_qx_quants
ik/mask_mt
ik/max_nodes
ik/max_nodes_again
ik/measure_barriers
ik/merge_Aug_12_2024
ik/merge_July_26_2024
ik/merge_only_qk
ik/merge_qkv
ik/merge_up_gate_exps_2
ik/merge_up_gate_exps_3
ik/metal_bf16
ik/metal_faster_iq4ks
ik/metal_fattn_update
ik/metal_fix_iq2k
ik/metal_fix_iq3k
ik/metal_moe
ik/metal_new_trellis
ik/mimo2
ik/mimo2_4_gpus
ik/mimo2_graph
ik/minimax2_very_fast
ik/minimax_graph_minor
ik/ministral3
ik/minmax2_sm_graph
ik/minor_delta_tweak
ik/minor_iq2ks_tweak
ik/mistral3_large
ik/mistral3_std_attn
ik/mla
ik/mla2_q80_cache
ik/mla2_q80_cache_cpu
ik/mla=3_by_default
ik/mla_fixes
ik/mla_guard
ik/mla_imatrix
ik/mla_no_transposed_cache
ik/mla_q80
ik/mmq_id_thresh
ik/mmq_iq_ks_r4
ik/mmq_to_cublas
ik/mmvq_args
ik/mmvq_fuse_bias
ik/mmvq_type_supported
ik/moe_fused_unary
ik/moe_offload_strategy
ik/more_set_device
ik/mul_mat_bf16
ik/mul_mat_ext
ik/multi_add
ik/mv_q4_0_r4
ik/mxfp4
ik/n_cpu_moe
ik/nccl1
ik/nccl2
ik/nccl3
ik/nccl3_async
ik/neon_bf16
ik/neon_flash_attention_2
ik/neon_flash_attention_3
ik/neon_improve_legacy_quants
ik/neon_iq3_kt
ik/new_iq1bn
ik/new_iq2kt
ik/new_iq2kt_v2
ik/new_iq4kt
ik/new_trellis_2
ik/no_KV_for_unused_layers
ik/non_contiguous_rope
ik/offline_repack
ik/offline_repack_patterns
ik/offload_policy
ik/ooae2
ik/ooae_on_by_default
ik/opt_kt_quants
ik/option_cpu_fa
ik/option_to_disable_cuda_fusion
ik/optional_yarn_log_multiplier
ik/p2p_cpy_set_device
ik/per_row_scale
ik/phi3.5_tweaks
ik/pickup_13095
ik/play_with_barrier
ik/poc_tp
ik/poc_tp_glm4.5
ik/prepare_wk_b
ik/q2_k_r4
ik/q3_k_r4
ik/q3next_concat
ik/q3next_concat_cpu
ik/q3next_cuda_graphs
ik/q3next_opt2
ik/q3next_opt3
ik/q4_0_r4
ik/q4_0_r8
ik/q4_k_gemm
ik/q4_k_r4
ik/q4_k_r4_v2
ik/q4_k_r4_v3
ik/q5_0_r4
ik/q5_k_r4
ik/q60_mmq
ik/q6_0_r4
ik/q6_k_gemm
ik/q6_k_r4
ik/q8_0_r4
ik/q8_KV
ik/q8_k_r16
ik/q8_k_r8
ik/q8_k_r8_avx512
ik/qmix_tweaks
ik/qmix_tweaks_2
ik/qstats
ik/quantization_tweaks
ik/quantize_dry_run
ik/quantize_ffn_gate_inp
ik/quantize_q8k_avx2
ik/quantize_stats
ik/qwen35moe
ik/qwen3_graph
ik/qwen3next
ik/qwen3vl_graph
ik/qx_0_r4_avx2
ik/qx_k_b32_avx2
ik/r4_faster_zen4
ik/r4_neon
ik/r4_nrcy_16
ik/really_fix_rope_cache
ik/reduce_compute_buffers
ik/reduce_make_copies
ik/reduce_mla3_compute_buffer_size
ik/reduce_no_nccl
ik/reduce_race_quick_fix
ik/refactor_iqk
ik/refactor_llama.cpp
ik/remove_iqk_option
ik/remove_kv_l
ik/remove_llamafile
ik/remove_scary_warning
ik/remove_unnecessary_calls
ik/remove_unnessessary_ids_copy
ik/rename_4_8
ik/rename_iq4_nl_x4
ik/reorg_mmvq_and_fuse_bias
ik/repack_also_experts
ik/repack_f16
ik/revert_0bf4d997
ik/revert_739
ik/reverts
ik/ring_reduce
ik/rms_block_size
ik/rng_sampling
ik/rope_cache
ik/run_time_repack
ik/sampling-top-n-sigma
ik/sampling-xtc
ik/sampling_refactor_sorting
ik/sanitize_importance_iqk
ik/sanitize_importance_kt_quants
ik/sched_copy_experts
ik/sched_max_copies=1
ik/server_send_done
ik/shexps_better_hybrid
ik/skip_get_rows
ik/skip_noop_barriers
ik/skip_rowids_computation
ik/skip_unnecessary_quantize
ik/slightly_better_graph_split_strategy
ik/sm_graph_cuda_graphs
ik/sm_graph_disable_cuda_graphs
ik/sm_graph_max_gpu
ik/sm_graph_q3next
ik/sm_graph_rearrange
ik/sm_graph_seedoss
ik/sm_graph_step35
ik/sm_graph_sync
ik/smart_expert_selection
ik/smollm3
ik/softcap
ik/softcap_minor
ik/split_graph_2
ik/split_mode_f32
ik/step35
ik/step35_compat
ik/support_gigachat
ik/sweep_bench_n_predict
ik/sweep_bench_nrep
ik/sweep_bench_warmup
ik/swiglu
ik/sync_fa
ik/tensor_override_honor_mmap
ik/test_q80_NaNs
ik/test_thp
ik/tg_tweaks
ik/topk_moe_fuse_bias
ik/topk_moe_with_norm
ik/trellis_bf16
ik/trellis_metal
ik/trellis_neon
ik/trellis_opt
ik/trinet
ik/try_authors
ik/try_cuda_graphs
ik/try_fa_no_q80_repack
ik/try_fix_1014
ik/try_fix_1201
ik/try_fix_1222
ik/try_fix_367
ik/try_fix_367_v2
ik/try_fix_690
ik/try_fix_772
ik/try_fix_854
ik/try_fix_974
ik/try_fix_avx2_fa
ik/try_fix_many_gpus
ik/try_fix_many_gpus_2
ik/try_grouped_topk_playing1
ik/try_remove_cpy_indirection
ik/try_split_mla
ik/try_split_offloaded_moe_up_gate
ik/try_svd
ik/try_trellis
ik/undo_1049_if_tensor_overrides
ik/undo_sync_reduction
ik/update_authors
ik/update_license
ik/use_bf16_when_no_mmq
ik/use_mmq_id_for_moe
ik/use_q8_2
ik/validate_quants_on_load
ik/vendor
ik/vulkan1
ik/vulkan_again
ik/vulkan_disable_fused_ops
ik/vulkan_disable_multi_add
ik/vulkan_fattn
ik/vulkan_fused_mul_unary
ik/vulkan_fused_rms
ik/vulkan_multi_add
ik/wip_sync_llama
ik/zen4_faster_iq4ks_iq5ks
ik/zen4_flash_attn
ik/zen4_flash_attn_2
ik/zen4_flash_attn_bf16
ik/zen4_iq4_xs_r4
ik/zen4_repack_f16
ikawrakow-patch-1
ikawrakow-patch-1-1
main
s6/MLA_prompt_save_restore_fix
s6/bitnet2b_2501
s6/bitnet_name_update
s6/cache_default
s6/deci_support
s6/docs_update
s6/dots
s6/fix_kshift_crash
s6/fix_prompt_tokenization
s6/fix_python
s6/fp8_native
s6/list_prompt_cache
s6/mikupad
s6/mla
s6/numa_KV
s6/qwen3_dynamic_yarn
s6/readme-minor1
s6/readme-minor2
s6/readme_update
s6/remove_kv_l
s6/rope_freq_fix
s6/rpc
s6/seed_support2
s6/sweep_bench
s6/sweep_bench_update
s6/termux_fix
s6/warmup
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t0002
-
4d3ecb5852
Be able to use IQ4_NL for KV cache on AVX2/Zen4
Iwan Kawrakow
2024-10-01 13:18:35 +03:00 -
7d9d275fdd
CUDA: faster float -> iq4_nl conversion (#73)
Kawrakow
2024-10-01 12:28:29 +03:00 -
8457a26f83
CUDA: faster float -> iq4_nl conversion (#73)
Kawrakow
2024-10-01 12:28:29 +03:00 -
f265260f23
Merge remote-tracking branch 'origin/main' into ik/cuda_faster_iq4nl_kvcache
ik/cuda_faster_iq4nl_kvcache
Iwan Kawrakow
2024-10-01 12:26:53 +03:00 -
cac3f4f5df
Speed up float -> iq4_nl conversion on CUDA
Iwan Kawrakow
2024-10-01 11:54:35 +03:00 -
ee274a4148
iqk_mul_mat: better iq4_nl implementation on Zen4/AVX2 (#72)
Kawrakow
2024-10-01 10:56:50 +03:00 -
c2ff4f936a
iqk_mul_mat: better iq4_nl implementation on Zen4/AVX2 (#72)
Kawrakow
2024-10-01 10:56:50 +03:00 -
a6b097c1b1
Fix AVX2
ik/better_iq4_nl
Iwan Kawrakow
2024-10-01 10:54:58 +03:00 -
c92f73fc57
iqk_mul_mat: better iq4_nl implementation on Zen4/AVX2
Iwan Kawrakow
2024-10-01 10:37:40 +03:00 -
cd1002670c
POC SVD: try involving the quantized weights.
ik/try_svd
Iwan Kawrakow
2024-09-30 21:55:40 +03:00 -
c44347e137
Be able to do SVD before and after quantization
Iwan Kawrakow
2024-09-30 19:38:15 +03:00 -
bfd7e090d0
SVD POC: experimenting
Iwan Kawrakow
2024-08-19 10:31:42 +03:00 -
931e4615df
SVD POC: multi-threading
Iwan Kawrakow
2024-08-14 20:26:40 +03:00 -
903d389e0f
SVD POC: sprinkle some AVX512
Iwan Kawrakow
2024-08-14 18:29:31 +03:00 -
301bcd4d21
SVD POC: simdify (AVX2)
Iwan Kawrakow
2024-08-14 18:12:09 +03:00 -
4dfc15f92f
POC: add ability to try SVD on the difference between model and quantized model
Iwan Kawrakow
2024-08-14 17:08:04 +03:00 -
480a405a9c
iqk_mul_mat: better srategy when nrc_y not divisible by ny (#71)
Kawrakow
2024-10-01 08:57:34 +03:00 -
8cba4789da
iqk_mul_mat: better srategy when nrc_y not divisible by ny (#71)
Kawrakow
2024-10-01 08:57:34 +03:00 -
5f3f3bb09e
iqk_mul_mat: better srategy when nrc_y not divisible by ny
ik/better_iqk_strategy
Iwan Kawrakow
2024-10-01 08:12:29 +03:00 -
cd7e7b6bbc
Allow bf16 kv-cache (#69)
Kawrakow
2024-09-29 09:03:52 +03:00 -
fd20638bbc
Allow bf16 kv-cache (#69)
Kawrakow
2024-09-29 09:03:52 +03:00 -
d12d0e9b04
Allow bf16 kv-cache
ik/bf16_kv_cache
Iwan Kawrakow
2024-09-29 08:42:33 +03:00 -
f55789e50a
Time to fix replace_all (#68)
Kawrakow
2024-09-28 17:59:47 +03:00 -
1b789c983a
Time to fix replace_all (#68)
Kawrakow
2024-09-28 17:59:47 +03:00 -
c294485f45
Time to fix replace_all
ik/fix_replace_all
Iwan Kawrakow
2024-09-28 17:43:54 +03:00 -
54b1c97878
CUDA non-contiguous RoPE (#66)
Kawrakow
2024-09-28 17:41:21 +03:00 -
7abcc6cc0b
CUDA non-contiguous RoPE (#66)
Kawrakow
2024-09-28 17:41:21 +03:00 -
147f9606d0
CUDA non-contiguous RoPE
ik/non_contiguous_rope
Iwan Kawrakow
2024-09-28 14:37:28 +03:00 -
947a348990
Adding SWIGLU unary op (#65)
Kawrakow
2024-09-28 13:37:25 +03:00 -
737514fd81
Adding SWIGLU unary op (#65)
Kawrakow
2024-09-28 13:37:25 +03:00 -
05cb629007
GGML_UNARY_OP_SWIGLU: cleanup
ik/swiglu
Iwan Kawrakow
2024-09-28 13:36:27 +03:00 -
c2d0b1ce86
GGML_UNARY_OP_SWIGLU: minor improvement on Metal
Iwan Kawrakow
2024-09-28 11:18:54 +03:00 -
a3d1111f65
GGML_UNARY_OP_SWIGLU: Metal implementation
Iwan Kawrakow
2024-09-28 11:05:38 +03:00 -
79a57b1554
GGML_UNARY_OP_SWIGLU: CUDA implementation
Iwan Kawrakow
2024-09-28 10:31:59 +03:00 -
c4886b219c
Adding GGML_UNARY_OP_SWIGLU
Iwan Kawrakow
2024-09-28 10:11:15 +03:00 -
843de005d6
Better sub-3-bit quantization mixes with a qkv tensor (#64)
Kawrakow
2024-09-28 08:17:19 +03:00 -
1f61e91862
Better sub-3-bit quantization mixes with a qkv tensor (#64)
Kawrakow
2024-09-28 08:17:19 +03:00 -
a8f37b61ee
Better sub-3-bit quantization mixes with a qkv tensor
ik/phi3.5_tweaks
Iwan Kawrakow
2024-09-28 08:09:42 +03:00 -
733660accd
Adding ability to have meta data per tensor row (#61)
Kawrakow
2024-09-27 08:16:06 +03:00 -
6dec4af4b6
Adding ability to have meta data per tensor row (#61)
Kawrakow
2024-09-27 08:16:06 +03:00 -
d913611605
Play with barriers
ik/play_with_barrier
Iwan Kawrakow
2024-09-25 19:04:11 +03:00 -
eb197276dd
Play with barriers
Iwan Kawrakow
2024-09-25 18:27:39 +03:00 -
70775dac29
Play with barriers
Iwan Kawrakow
2024-09-25 17:28:59 +03:00 -
0bade93228
Update IQ1_TN and IQ2_TN bpw shown to user
ik/per_row_scale
Iwan Kawrakow
2024-09-25 13:27:39 +03:00 -
7784c8928f
Per row scales - CUDA
Iwan Kawrakow
2024-09-25 11:50:01 +03:00 -
ead4c1e180
POC per row scale: add CUDA TODOs
Iwan Kawrakow
2024-09-20 19:33:59 +03:00 -
eb2403f057
POC per row scale: CUDA
Iwan Kawrakow
2024-09-20 18:58:34 +03:00 -
3809087a2f
iq1_tn: shrink to 1.625 bpw (NEON and Metal)
Iwan Kawrakow
2024-09-20 18:14:04 +03:00 -
7c61747168
Per row scale Metal templates
Iwan Kawrakow
2024-09-20 17:58:23 +03:00 -
9083a50eae
POC per row scale: iq2_tn on Metal
Iwan Kawrakow
2024-09-19 18:39:34 +03:00 -
d92910b8f7
POC per row scale: iq2_tn on NEON
Iwan Kawrakow
2024-09-19 17:51:02 +03:00 -
86237d0555
POC: per row scale
Iwan Kawrakow
2024-09-17 16:04:59 +03:00 -
1cdb6993ee
Use fp32 for K*Q in Metal FA implementation (#62)
Kawrakow
2024-09-25 13:08:55 +03:00 -
546f3ef349
Use fp32 for K*Q in Metal FA implementation (#62)
Kawrakow
2024-09-25 13:08:55 +03:00 -
95d9f3c103
Use fp32 for K*Q in Metal FA implementation
ik/fix_metal_fa
Iwan Kawrakow
2024-09-25 13:04:10 +03:00 -
15b231cb74
Minor
Kawrakow
2024-09-19 11:14:53 +03:00 -
be57912955
Minor
Iwan Kawrakow
2024-09-19 11:14:53 +03:00 -
d373900e99
Fix compiler warnings (#58)
Kawrakow
2024-09-17 14:31:29 +03:00 -
12bbdb8ce7
Fix compiler warnings (#58)
Kawrakow
2024-09-17 14:31:29 +03:00 -
75ac624a7a
Fix warnings in iqk_quantize.cpp
ik/fix_ggml_common
Iwan Kawrakow
2024-09-17 14:22:37 +03:00 -
f811633485
Disable c99-extensions warning only for APPLE
Iwan Kawrakow
2024-09-17 13:18:42 +02:00 -
11346e7f78
Disable c99-extensions warning
Iwan Kawrakow
2024-09-17 13:04:22 +02:00 -
3c56d2a717
Fix C++ compilation warnings caused by ggml-common.h
Iwan Kawrakow
2024-09-17 13:48:12 +03:00 -
5065dcd4a0
Playing with hsums
ik/hsums
Iwan Kawrakow
2024-09-17 10:52:23 +03:00 -
07b5d73837
Also apply to iq2_tn
Iwan Kawrakow
2024-09-17 09:46:21 +03:00 -
94cdadd559
Playing with horizontal sums - matrix times vector
Iwan Kawrakow
2024-09-17 09:14:19 +03:00 -
9790b502e6
Playing with horizontal sums
Iwan Kawrakow
2024-09-17 08:35:28 +03:00 -
bd4243bfbf
BF16 support on Metal (#56)
Kawrakow
2024-09-17 10:54:42 +03:00 -
4ee889f158
BF16 support on Metal (#56)
Kawrakow
2024-09-17 10:54:42 +03:00 -
8e80d15930
Faster BF16 Metal dot product
ik/metal_bf16
Iwan Kawrakow
2024-09-16 17:32:48 +02:00 -
c1d0af0a38
BF16 support on Metal
Iwan Kawrakow
2024-09-16 17:01:39 +02:00 -
fc8920282f
iqk_mul_mat(ARM_NEON): adding bf16 support (#41)
Kawrakow
2024-09-16 16:47:36 +03:00 -
2874b98400
iqk_mul_mat(ARM_NEON): adding bf16 support (#41)
Kawrakow
2024-09-16 16:47:36 +03:00 -
e6d3b6b277
iqk_mul_mat(ARM_NEON): adding bf16 support
ik/neon_bf16
Iwan Kawrakow
2024-09-05 13:04:03 +02:00 -
2d532f85d6
Minor
Kawrakow
2024-09-15 12:59:14 +03:00 -
20f3e6fd2d
Minor
Iwan Kawrakow
2024-09-15 12:59:14 +03:00 -
ba291cbaed
Adding bf16 support to CUDA (#40)
Kawrakow
2024-09-14 20:02:32 +03:00 -
6f11c95994
Adding bf16 support to CUDA (#40)
Kawrakow
2024-09-14 20:02:32 +03:00 -
6bfd4511f9
Adapt to latest master
ik/cuda_bf16
Iwan Kawrakow
2024-09-14 19:58:39 +03:00 -
b2b16d8d77
Adding bf16 support to CUDA - cleanup
Iwan Kawrakow
2024-09-05 11:32:27 +03:00 -
38ae720676
Adding bf16 support to CUDA - matrix multipications
Iwan Kawrakow
2024-09-05 11:21:12 +03:00 -
2a7623ffc6
Improve Q5_0 performance (#55)
Kawrakow
2024-09-14 19:47:26 +03:00 -
76be98fdec
Improve Q5_0 performance (#55)
Kawrakow
2024-09-14 19:47:26 +03:00 -
698c2094bb
Improve Q5_0 performance
ik/avx2_q5_0
Iwan Kawrakow
2024-09-14 17:19:27 +03:00 -
e833fa76a1
Improve Q4_0 and Q8_0 performance on AVX2/Zen4 (#54)
Kawrakow
2024-09-14 13:53:50 +03:00 -
064b99365c
Improve Q4_0 and Q8_0 performance on AVX2/Zen4 (#54)
Kawrakow
2024-09-14 13:53:50 +03:00 -
349455d1f8
Improve Q4_0 and Q8_0 performance on AVX2/Zen4
ik/avx2_q4_0_q8_0
Iwan Kawrakow
2024-09-14 13:19:53 +03:00 -
a972f41adb
Quantization mixes tweaks (#53)
Kawrakow
2024-09-14 10:29:44 +03:00 -
43b934b19f
Quantization mixes tweaks (#53)
Kawrakow
2024-09-14 10:29:44 +03:00 -
cb369c22dd
Some tweaks for iq2_k and iq3_k
ik/qmix_tweaks
Iwan Kawrakow
2024-09-13 19:50:46 +03:00 -
f77de99df9
Some tweaks for i-quants
Iwan Kawrakow
2024-09-13 19:30:03 +03:00 -
e23dce7a51
Minor
Kawrakow
2024-09-13 15:46:36 +03:00 -
ec1cbc8884
Minor
Iwan Kawrakow
2024-09-13 15:46:36 +03:00 -
2bafb03aac
Fix bug and D < 128 case for Q8_0 k-cache (#52)
Kawrakow
2024-09-13 07:19:47 +03:00 -
f853f6c6a5
Fix bug and D < 128 case for Q8_0 k-cache (#52)
Kawrakow
2024-09-13 07:19:47 +03:00 -
ebc88e5d9a
Fix bug and D < 128 case for Q8_0 k-cache
ik/fix_kq
Iwan Kawrakow
2024-09-12 22:04:28 +03:00 -
e25c2e7ec2
Quantized Flash Attention for all supported CPU platforms (#51)
Kawrakow
2024-09-12 19:03:20 +03:00 -
5017f8b3f0
Quantized Flash Attention for all supported CPU platforms (#51)
Kawrakow
2024-09-12 19:03:20 +03:00 -
27fa27daf9
Disallow mixing bf16 with other types for kv caches
ik/neon_flash_attention_3
Iwan Kawrakow
2024-09-12 18:55:13 +03:00 -
cdd51579e0
Delete no longer used stuff
Iwan Kawrakow
2024-09-12 16:26:18 +03:00