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ik/reduce_make_copies
ik/reduce_mla3_compute_buffer_size
ik/reduce_no_nccl
ik/reduce_race_quick_fix
ik/refactor_iqk
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ik/vendor
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ik/vulkan_fused_rms
ik/vulkan_multi_add
ik/wip_sync_llama
ik/zen4_faster_iq4ks_iq5ks
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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
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
-
6d6d12fc86
q8_k_r8: AVX2
Iwan Kawrakow
2024-12-13 18:55:14 +02:00 -
93a85c62bb
q8_k_r8: fastest matrix multiplication known to human kind
Iwan Kawrakow
2024-12-13 18:21:08 +02:00 -
eae584dc98
Faster R4 quants on Zen4 (#139)
Kawrakow
2024-12-13 15:47:59 +01:00 -
12f962dd24
Faster R4 quants on Zen4 (#139)
Kawrakow
2024-12-13 15:47:59 +01:00 -
9fbe417d01
iq4_xs_r4: slightly faster Zen4
ik/r4_faster_zen4
Iwan Kawrakow
2024-12-13 16:04:19 +02:00 -
0bb4576b74
q5_k_r4: slightly faster Zen4
Iwan Kawrakow
2024-12-13 15:12:35 +02:00 -
ea6c02a79d
q4_k_r4: slightly faster Zen4
Iwan Kawrakow
2024-12-13 15:05:12 +02:00 -
322dd3a366
q6_k_r4: faster Zen4
Iwan Kawrakow
2024-12-13 13:52:49 +02:00 -
c24b578b2c
q3_k_r4: faster Zen4
Iwan Kawrakow
2024-12-13 13:36:52 +02:00 -
e3a9ff2130
q3_k_r4: faster Zen4
Iwan Kawrakow
2024-12-13 12:06:59 +02:00 -
6dd42c1b1c
Another fix
Kawrakow
2024-12-13 10:14:53 +02:00 -
36efbfb132
Another fix
Iwan Kawrakow
2024-12-13 10:14:53 +02:00 -
49e10a4bdd
Adding lost q4_k_r4 case
Kawrakow
2024-12-13 10:09:04 +02:00 -
ff425a3572
Adding lost q4_k_r4 case
Iwan Kawrakow
2024-12-13 10:09:04 +02:00 -
ce97b0325e
IQ4_K_R4 (#138)
Kawrakow
2024-12-12 16:04:20 +01:00 -
2700d3af36
IQ4_K_R4 (#138)
Kawrakow
2024-12-12 16:04:20 +01:00 -
78c8453847
iq4_k_r4: NEON
ik/iq4_k_r4
Iwan Kawrakow
2024-12-12 14:53:29 +01:00 -
6b505ec4ab
iq4_k_r4: AVX2
Iwan Kawrakow
2024-12-12 12:13:23 +02:00 -
ba9a9a1655
iq4_k_r4: Zen4 and hopefully AVX2
Iwan Kawrakow
2024-12-12 11:39:29 +02:00 -
fb79167eec
iq4_k_r4: WIP
Iwan Kawrakow
2024-12-12 11:00:22 +02:00 -
66ade83e56
Fix AVX2 implementation of iq4_nl_r4 (#137)
Kawrakow
2024-12-11 18:55:21 +01:00 -
aecc95c0ca
Fix AVX2 implementation of iq4_nl_r4 (#137)
Kawrakow
2024-12-11 18:55:21 +01:00 -
4e163ba2c8
Fix AVX2 implementation of iq4_nl_r4
ik/fix_avx2_iq4_nl_r4
Iwan Kawrakow
2024-12-11 19:50:05 +02:00 -
0f6621d410
Q2_K_R4 (#136)
Kawrakow
2024-12-11 18:16:49 +01:00 -
8c6b84220d
Q2_K_R4 (#136)
Kawrakow
2024-12-11 18:16:49 +01:00 -
b9b9fde8dc
Make sure rows per thread are a multiple of 4
ik/q2_k_r4
Iwan Kawrakow
2024-12-11 19:05:33 +02:00 -
ea2de6ee34
q2_k_r4: NEON
Iwan Kawrakow
2024-12-11 16:52:33 +01:00 -
2b07aa3f2e
q2_k_r4: AVX2
Iwan Kawrakow
2024-12-11 16:56:51 +02:00 -
716d793b78
q3_k_r4: AVX2
Iwan Kawrakow
2024-12-11 11:58:40 +02:00 -
93c6e295ee
q2_k_r4: Zen4
Iwan Kawrakow
2024-12-11 16:28:56 +02:00 -
680d96ad6f
Better ARM_NEON implementation for R4 quants (#135)
Kawrakow
2024-12-11 14:20:27 +01:00 -
9469af87f7
Better ARM_NEON implementation for R4 quants (#135)
Kawrakow
2024-12-11 14:20:27 +01:00 -
0ffa542dd2
iq4_xs_r4: Better ARM implementation
ik/arm_better_r4
Iwan Kawrakow
2024-12-11 13:42:51 +01:00 -
04e35a3d51
q4_k_r4: Better ARM implementation
Iwan Kawrakow
2024-12-11 13:21:16 +01:00 -
bd3bb0df85
q5_k_r4: Better ARM implementation
Iwan Kawrakow
2024-12-11 11:54:32 +01:00 -
87da25f901
q6_k_r4: Better ARM implementation
Iwan Kawrakow
2024-12-11 11:40:27 +01:00 -
4872f2f57e
Q3_K_R4 (#134)
Kawrakow
2024-12-11 11:19:00 +01:00 -
e0adb8b122
Q3_K_R4 (#134)
Kawrakow
2024-12-11 11:19:00 +01:00 -
da01d165a7
q3_k_r4: AVX2
ik/q3_k_r4
Iwan Kawrakow
2024-12-11 11:58:40 +02:00 -
7fa670bb06
q3_k_r4: NEON
Iwan Kawrakow
2024-12-11 10:32:42 +01:00 -
93dfde5b62
q3_k_r4: Zen4 works, but not as good as it should be
Iwan Kawrakow
2024-12-11 08:01:17 +02:00 -
e78e47b857
Q5_K_R4 (#132)
Kawrakow
2024-12-10 18:13:47 +01:00 -
a63a96b5ae
Q5_K_R4 (#132)
Kawrakow
2024-12-10 18:13:47 +01:00 -
a3ece1661f
q5_k_r4: NEON
ik/q5_k_r4
Iwan Kawrakow
2024-12-10 17:46:04 +01:00 -
91af4c6030
q5_k_r4: Zen4 and AVX2
Iwan Kawrakow
2024-12-10 17:23:17 +02:00 -
1f45d73ae4
q5_k_r4: WIP
Iwan Kawrakow
2024-12-10 16:22:52 +02:00 -
3a8795d422
Slightly faster Q4_K_R4 and IQ4_XS_R4 on Zen4 (#131)
Kawrakow
2024-12-10 14:14:40 +01:00 -
c819fa651b
Slightly faster Q4_K_R4 and IQ4_XS_R4 on Zen4 (#131)
Kawrakow
2024-12-10 14:14:40 +01:00 -
1e374db2cd
iq4_xs_r4: very slightly faster Zen4
ik/q4_k_r4_v3
Iwan Kawrakow
2024-12-10 15:11:17 +02:00 -
4ca6bb2d4d
iq4_k_r4: slightly faster on Zen4
Iwan Kawrakow
2024-12-10 14:38:25 +02:00 -
b7e2f656f5
Q6_K_R4 (#130)
Kawrakow
2024-12-10 12:26:40 +01:00 -
361174ee6a
Q6_K_R4 (#130)
Kawrakow
2024-12-10 12:26:40 +01:00 -
408178aa8a
q6_k_r4: slightly faster Zen4
ik/q6_k_r4
Iwan Kawrakow
2024-12-10 12:43:20 +02:00 -
8de44659ca
q6_k_r4: slightly faster NEON
Iwan Kawrakow
2024-12-10 10:14:24 +01:00 -
99d79116ee
q6_k_r4: 1st NEON version
Iwan Kawrakow
2024-12-10 08:32:24 +01:00 -
a5db08118a
q6_k_r4: AVX2 and simple Zen4
Iwan Kawrakow
2024-12-10 08:08:10 +02:00 -
2bd2d0176a
q6_k_r4: 1st functional AVX2 version
Iwan Kawrakow
2024-12-09 20:02:57 +02:00 -
2dce0267c9
Adding q6_k_r4
Iwan Kawrakow
2024-12-09 19:16:19 +02:00 -
13126ce100
Q4_K_R4 (#129)
Kawrakow
2024-12-09 16:59:18 +01:00 -
3ec193b485
Q4_K_R4 (#129)
Kawrakow
2024-12-09 16:59:18 +01:00 -
1319702527
Minor
ik/q4_k_r4_v2
Iwan Kawrakow
2024-12-09 17:21:12 +02:00 -
a515388119
Minor
Iwan Kawrakow
2024-12-09 16:26:24 +02:00 -
9b475867f1
q4_k_r4: slightly better AVX2
Iwan Kawrakow
2024-12-09 15:50:27 +02:00 -
0fb93682f9
q4_k_r4: NEON
Iwan Kawrakow
2024-12-09 12:21:24 +01:00 -
666a2e2c92
q4_k_r4: AVX2
Iwan Kawrakow
2024-12-09 12:13:38 +02:00 -
26d677483e
q4_k_r4: finally works on Zen4
Iwan Kawrakow
2024-12-09 11:45:35 +02:00 -
732cc7e879
Simply don't see what is wrong
Iwan Kawrakow
2024-12-09 11:06:25 +02:00 -
24d3bf2e70
Something is still wrong
Iwan Kawrakow
2024-12-08 19:48:15 +02:00 -
b39bbb0405
Faster IQ4_XS_R4 on Zen4 (#128)
Kawrakow
2024-12-08 15:27:13 +01:00 -
43e65a672a
Faster IQ4_XS_R4 on Zen4 (#128)
Kawrakow
2024-12-08 15:27:13 +01:00 -
4dc97b187b
Fix broken matrix x vector product on Zen4
ik/zen4_iq4_xs_r4
Iwan Kawrakow
2024-12-08 16:23:41 +02:00 -
5de1cf4885
Faster iq4_xs_r4 on Zen4
Iwan Kawrakow
2024-12-08 15:44:49 +02:00 -
daf5f52022
Rename iq4_nl_x4 to iq4_nl_r4 (#126)
Kawrakow
2024-12-08 09:34:42 +01:00 -
fc701cedd1
Rename iq4_nl_x4 to iq4_nl_r4 (#126)
Kawrakow
2024-12-08 09:34:42 +01:00 -
7b9c76b82d
Rename iq4_nl_x4 to iq4_nl_r4
ik/rename_iq4_nl_x4
Iwan Kawrakow
2024-12-08 10:26:06 +02:00 -
cc9acdbcff
R4 improvements on ARM_NEON (#125)
Kawrakow
2024-12-08 09:13:10 +01:00 -
ef95b81733
R4 improvements on ARM_NEON (#125)
Kawrakow
2024-12-08 09:13:10 +01:00 -
6a6a90f1a1
Minor iq4_xs_r4 improvement on NEON
ik/r4_neon
Iwan Kawrakow
2024-12-08 09:01:34 +01:00 -
9e7644d08a
Simplify
Iwan Kawrakow
2024-12-08 06:06:22 +01:00 -
d34510d2f3
Apply qx_0_r4_q8_0 template also to q6_0_r4 and iq4_nl_x4
Iwan Kawrakow
2024-12-07 19:50:28 +01:00 -
df139c5649
qx_0_r4_q8_0 template
Iwan Kawrakow
2024-12-07 18:47:37 +01:00 -
12d3ea1e30
q4_0_r4: 6% faster PP on NEON
Iwan Kawrakow
2024-12-07 16:01:54 +01:00 -
86adfa334b
iq4_k_r4: WIP, nothing works
ik/q4_k_r4
Iwan Kawrakow
2024-12-07 10:55:38 +02:00 -
612a207676
iq2_bn_r4: fastest Bitnet CPU implementation on the planet (#124)
Kawrakow
2024-12-06 12:15:39 +01:00 -
3682e4700d
iq2_bn_r4: fastest Bitnet CPU implementation on the planet (#124)
Kawrakow
2024-12-06 12:15:39 +01:00 -
c247793798
iq2_bn_r4: better AVX2
ik/iq2_bn_r4
Iwan Kawrakow
2024-12-06 10:26:02 +02:00 -
7edc3a4a84
iq2_bn_r4: fix AVX2 after breaking it two commits ago
Iwan Kawrakow
2024-12-06 09:27:14 +02:00 -
f8a651c38c
iq2_bn_r4: simdify q8_K16 quantization (NEON)
Iwan Kawrakow
2024-12-06 08:12:32 +01:00 -
e06c83c8ee
iq2_bn_r4: simdify q8_K16 quantization (AVX2)
Iwan Kawrakow
2024-12-06 08:41:54 +02:00 -
4d730ebfd9
iq2_bn_r4: use AVX2 implementation on Zen4 for matrix x vector
Iwan Kawrakow
2024-12-06 07:12:16 +02:00 -
6a12170f59
iq2_bn_r4: AVX2
Iwan Kawrakow
2024-12-06 06:51:46 +02:00 -
99cd209c7b
Some cleanup
Iwan Kawrakow
2024-12-05 19:54:53 +01:00 -
b02fd4ee38
iq2_bn_r4: Experimenting on NEON
Iwan Kawrakow
2024-12-05 18:52:38 +01:00 -
c848533580
iq2_bn_r4: NEON
Iwan Kawrakow
2024-12-05 17:40:12 +01:00 -
32f8a33f5e
iq2_bn_r4: 1st shot at NEON
Iwan Kawrakow
2024-12-05 15:21:39 +01:00 -
57c58ff75b
Make sure rows per thread are a multiple of the number of interleaved rows
Iwan Kawrakow
2024-12-05 15:36:17 +02:00 -
0137264c6f
Adding iq2_bn_r4
Iwan Kawrakow
2024-12-05 15:18:33 +02:00 -
9119023a4b
IQ4_XS_R4 (#123)
Kawrakow
2024-12-04 15:20:07 +01:00 -
f64de08203
IQ4_XS_R4 (#123)
Kawrakow
2024-12-04 15:20:07 +01:00 -
6dec39627c
DRY
ik/iq4_xs_r4
Iwan Kawrakow
2024-12-04 15:05:55 +01:00