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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
-
c2d708ae10
Fix JSONL output
s6/sweep_bench
Saood Karim
2025-02-22 22:30:12 -06:00 -
55d33a5a91
Fix compilation error with IQK_FA_ALL_QUANTS enabled
ik/issue_224
Iwan Kawrakow
2025-02-23 06:12:15 +02:00 -
dfaf65109a
Made it compile with ik_llama
Saood Karim
2025-02-22 21:50:50 -06:00 -
e7c8b0df6c
Change documentation to reference ik_llama.cpp
Saood Karim
2025-02-22 20:14:26 -06:00 -
6bbe43b26f
examples : add new sweep-bench benchmark
Stanisław Szymczyk
2025-02-06 21:36:31 +01:00 -
299700a4ec
Fix #217 (#220)
Kawrakow
2025-02-22 14:25:38 +02:00 -
4926105844
Fix #217 (#220)
Kawrakow
2025-02-22 14:25:38 +02:00 -
35dc73c828
Remove stuff commited by mistake
ik/issue_217
Iwan Kawrakow
2025-02-22 14:24:36 +02:00 -
d555e4199d
Fix #217
Iwan Kawrakow
2025-02-22 14:20:47 +02:00 -
a989566f7a
Fuse MoE up and gate matrix multiplications (#219)
Kawrakow
2025-02-22 09:41:40 +02:00 -
33646fc409
Fuse MoE up and gate matrix multiplications (#219)
Kawrakow
2025-02-22 09:41:40 +02:00 -
a6a2c89d19
Merge remote-tracking branch 'origin/main' into ik/fuse_moe_up_gate
ik/fuse_moe_up_gate
Iwan Kawrakow
2025-02-22 09:39:46 +02:00 -
dcff697474
Better strategy for attention matrix multiplications when generating tokens (#218)
Kawrakow
2025-02-22 09:38:51 +02:00 -
c4a5103299
Better strategy for attention matrix multiplications when generating tokens (#218)
Kawrakow
2025-02-22 09:38:51 +02:00 -
216ea5890d
Fuse up and gate gemms in MoE models
Iwan Kawrakow
2025-02-22 08:26:26 +02:00 -
af790bb5fa
Cleanup
ik/attn_gemm
Iwan Kawrakow
2025-02-22 06:09:54 +02:00 -
85aa6df69c
This seems to be a better way
Iwan Kawrakow
2025-02-21 16:37:53 +02:00 -
17d43879c6
Hopefully this really fixes the confusion between AVX512 and FANCY_SIMD (#216)
Kawrakow
2025-02-21 15:33:25 +02:00 -
b9a6639ac3
Hopefully this really fixes the confusion between AVX512 and FANCY_SIMD (#216)
Kawrakow
2025-02-21 15:33:25 +02:00 -
ffe65511cf
Hopefully this really fixes the confusion between AVX512 and FANCY_SIMD
ik/fix_avx512_vs_fancy_simd
Iwan Kawrakow
2025-02-21 12:30:33 +02:00 -
9ccc810b08
Trying to fix confusion betweem HAVE_FANCY_SIMD and AVX512
ik/issue_214
Iwan Kawrakow
2025-02-21 09:06:57 +02:00 -
5a196198b6
Honor attn_output specified in the command line also for low-bit quants
Kawrakow
2025-02-20 17:42:07 +02:00 -
4b45b82e67
Honor attn_output specified in the command line also for low-bit quants
Iwan Kawrakow
2025-02-20 17:42:07 +02:00 -
46f23397d1
Fix NEON gemm/gemv for legacy quants when row size is not divisible by 128 (#213)
Kawrakow
2025-02-20 13:55:13 +02:00 -
a45da7bfbf
Fix NEON gemm/gemv for legacy quants when row size is not divisible by 128 (#213)
Kawrakow
2025-02-20 13:55:13 +02:00 -
75e11382a6
Fix typo
ik/fix_neon_legacy_quants
Iwan Kawrakow
2025-02-20 13:54:28 +02:00 -
667814da46
Fix gemm/gemv for legacy quants when row size is not divisible by 128
Iwan Kawrakow
2025-02-20 13:44:33 +02:00 -
5fc4676522
Optimized GEMM/GEMV for IQ1_S (#212)
Kawrakow
2025-02-20 12:41:45 +02:00 -
498a582919
Optimized GEMM/GEMV for IQ1_S (#212)
Kawrakow
2025-02-20 12:41:45 +02:00 -
74c26d05c2
iq1s: NEON
ik/gemm_iq1s
Iwan Kawrakow
2025-02-20 11:33:36 +02:00 -
a5be8c8626
iq1_s: AVX2
Iwan Kawrakow
2025-02-20 08:46:41 +02:00 -
189a9a6ba0
iq1_s: slightly better on Zen4
Iwan Kawrakow
2025-02-20 07:39:42 +02:00 -
8bf80a09e2
Adding iq1_s to iqk_mul_mat (Zen4)
Iwan Kawrakow
2025-02-19 20:04:53 +02:00 -
1140b4568d
Q8_KV: 8-bit quantization type targeting the KV cache (#208)
Kawrakow
2025-02-19 11:47:07 +02:00 -
a0ebfdd661
Q8_KV: 8-bit quantization type targeting the KV cache (#208)
Kawrakow
2025-02-19 11:47:07 +02:00 -
4502eab09e
Minor
ik/q8_KV
Iwan Kawrakow
2025-02-19 10:42:15 +02:00 -
9236c82244
q8_KV: nrc_y = 16 also doesn't pay off in FA
Iwan Kawrakow
2025-02-18 18:15:23 +02:00 -
e08e292bea
q8_KV_r8: don't use nrc_y = 16 on Zen4
Iwan Kawrakow
2025-02-18 16:39:45 +02:00 -
2b9526c8b6
q8_KV_r8 - repacked q8_KV
Iwan Kawrakow
2025-02-18 16:25:25 +02:00 -
c82f4194c3
q8_KV: use it in FA on NEON
Iwan Kawrakow
2025-02-18 13:53:01 +02:00 -
58c13d0574
q8_KV: ARM_NEON
Iwan Kawrakow
2025-02-18 13:18:48 +02:00 -
10168ab532
q8_KV: slightly faster gemv on Zen4
Iwan Kawrakow
2025-02-18 11:06:57 +02:00 -
1ecea16f63
q8_KV: slightly faster gemv on Zen4
Iwan Kawrakow
2025-02-18 10:40:50 +02:00 -
7f4ec2f964
q8_KV: repack it for K*Q in FA
Iwan Kawrakow
2025-02-17 19:03:49 +02:00 -
8f004a0759
q8_KV: be able to use it for K cache in FA
Iwan Kawrakow
2025-02-17 17:10:28 +02:00 -
0280b8d52b
q8_KV: be able to use it for K cache
Iwan Kawrakow
2025-02-17 15:19:05 +02:00 -
a4ffe2e69e
q8_KV: AVX2 gemm/gemv
Iwan Kawrakow
2025-02-17 12:50:44 +02:00 -
0d7885f081
q8_KV: Better Zen4 gemm
Iwan Kawrakow
2025-02-17 12:16:55 +02:00 -
7979f85142
q8_KV: Better AVX2 gemm
Iwan Kawrakow
2025-02-17 11:49:08 +02:00 -
538876471b
Adding q8_KV - Basics + AVX2 gemm/gemv
Iwan Kawrakow
2025-02-17 10:55:47 +02:00 -
9c74d3ef12
Repack also experts (#210)
Kawrakow
2025-02-19 10:01:49 +02:00 -
047ba895bb
Repack also experts (#210)
Kawrakow
2025-02-19 10:01:49 +02:00 -
7d020d8681
Repack also experts
ik/repack_also_experts
Iwan Kawrakow
2025-02-19 09:54:48 +02:00 -
6b809ca0e1
Bug fix in activation quantization
Kawrakow
2025-02-15 19:50:53 +02:00 -
d44aba79ea
Bug fix in activation quantization
Iwan Kawrakow
2025-02-15 19:50:53 +02:00 -
149d0d5768
Moving 4D gemm logic from ggml.c to iqk_mul_mat.cpp (#207)
Kawrakow
2025-02-15 08:45:45 +02:00 -
0551e7630b
Moving 4D gemm logic from ggml.c to iqk_mul_mat.cpp (#207)
Kawrakow
2025-02-15 08:45:45 +02:00 -
bdc882bfac
Moving 4D gemm logic from ggml.c to iqk_mul_mat.cpp
ik/gemm_4d
Iwan Kawrakow
2025-02-14 18:03:19 +02:00 -
51e13ee97a
MLA: allow Q8_0 K-cache for MLA (#206)
Kawrakow
2025-02-13 14:44:33 +02:00 -
8e94b29e35
MLA: allow Q8_0 K-cache for MLA (#206)
Kawrakow
2025-02-13 14:44:33 +02:00 -
a0ee859784
MLA: allow Q8_0 K-cache for MLA
ik/mla_q80
Iwan Kawrakow
2025-02-13 12:44:05 +02:00 -
cbe2bca1e6
Faster MLA prompt processing (#205)
Kawrakow
2025-02-13 11:50:20 +02:00 -
05242ff17d
Faster MLA prompt processing (#205)
Kawrakow
2025-02-13 11:50:20 +02:00 -
f875ed00e8
MLA: compile time option to not use transposed KV cache
ik/mla_fixes
Iwan Kawrakow
2025-02-13 10:54:42 +02:00 -
91db234fb5
Warn user when disabling MLA
Iwan Kawrakow
2025-02-13 08:40:24 +02:00 -
00063b7d99
WIP
Iwan Kawrakow
2025-02-12 18:38:08 +02:00 -
00dcb0cfa7
WIP
Iwan Kawrakow
2025-02-12 15:29:59 +02:00 -
10c31d3feb
Fix iqk_mul_mat on AVX512 systems that are missing BF16 support (#204)
Kawrakow
2025-02-12 14:22:26 +02:00 -
1bbb543478
Fix iqk_mul_mat on AVX512 systems that are missing BF16 support (#204)
Kawrakow
2025-02-12 14:22:26 +02:00 -
8861e7a4ef
One more
ik/fix_missing_bf16_avx512
Iwan Kawrakow
2025-02-12 13:56:54 +02:00 -
cfee1a0b91
WIP
Iwan Kawrakow
2025-02-12 13:53:38 +02:00 -
86808719c4
Fix iqk_mul_mat on AVX512 systems that are missing BF16 support
Iwan Kawrakow
2025-02-12 10:15:22 +02:00 -
8438b16281
WIP
Iwan Kawrakow
2025-02-12 10:04:33 +02:00 -
54252d0256
Rename X_pe to X_rope
Iwan Kawrakow
2025-02-12 07:49:16 +02:00 -
978aaa9f68
Do not allocate / report caches that are not used
Iwan Kawrakow
2025-02-12 07:41:53 +02:00 -
1ac5fd1aed
Fix imatrix overprotectiveness (#202)
Kawrakow
2025-02-12 07:20:38 +02:00 -
e974fc9e66
Fix imatrix overprotectiveness (#202)
Kawrakow
2025-02-12 07:20:38 +02:00 -
1044af2d95
Fix imatrix overprotectiveness
ik/fix_imatrix_nonsense
Iwan Kawrakow
2025-02-11 18:05:57 +02:00 -
e57440472e
DeepSeek FA support (CPU only) (#200)
Kawrakow
2025-02-11 14:46:30 +02:00 -
3c98bfb33d
DeepSeek FA support (CPU only) (#200)
Kawrakow
2025-02-11 14:46:30 +02:00 -
4066235b8f
FA: very slightly faster for nq = 1 (TG)
ik/fattn_Dk_Dv
Iwan Kawrakow
2025-02-10 18:25:44 +02:00 -
10815e7ebe
iqk support for K head size != V head size
Iwan Kawrakow
2025-02-10 16:00:25 +02:00 -
a00bb54c61
Adding support for K head size != V head size
Iwan Kawrakow
2025-02-10 15:14:03 +02:00 -
a2676d5904
Load all MoE experts during warmup and make warmup 1 token (#198)
saood06
2025-02-10 09:40:38 -06:00 -
a366a3d17d
Load all MoE experts during warmup and make warmup 1 token (#198)
saood06
2025-02-10 09:40:38 -06:00 -
370274317b
Unify warmup to one token
s6/warmup
Saood Karim
2025-02-09 16:05:16 -06:00 -
ca4e8e5346
Load all MoE experts during warmup
Saood Karim
2025-02-09 15:32:38 -06:00 -
c13027bcaf
Merge remote-tracking branch 'origin/main' into ik/try_trellis
ik/try_trellis
Iwan Kawrakow
2025-02-09 20:00:41 +02:00 -
3e536b95b0
Add optional MLA (#188)
Kawrakow
2025-02-09 19:48:44 +02:00 -
c12f73ba61
Add optional MLA (#188)
Kawrakow
2025-02-09 19:48:44 +02:00 -
db7eabb111
FA: Add option to build all FA kernels (#197)
Kawrakow
2025-02-09 18:59:33 +02:00 -
cae2b81155
FA: Add option to build all FA kernels (#197)
Kawrakow
2025-02-09 18:59:33 +02:00 -
01e2b0c2ce
FA: Add option to build all FA kernels
ik/iqk_fattn_all_quants
Iwan Kawrakow
2025-02-09 18:50:50 +02:00 -
c6cfbc79a9
Better gemm strategy when nth > nhead
ik/mla
Iwan Kawrakow
2025-02-09 13:03:18 +02:00 -
17e810142f
Use type_k and type_v to set the types of the MLA caches
Iwan Kawrakow
2025-02-09 11:13:13 +02:00 -
d58dee869a
Deepseek MLA Optimizations V2 (#195)
saood06
2025-02-09 01:36:54 -06:00 -
bf1d056125
Make sure we do have wk_b and wv_b before enabling MLA
s6/mla
Iwan Kawrakow
2025-02-09 09:24:52 +02:00 -
6658922b94
Use Q8_K_128 for IQ1_S_R4 and IQ1_M_R4 matrix multiplications (#194)
Kawrakow
2025-02-09 09:14:52 +02:00 -
33390c4b74
Use Q8_K_128 for IQ1_S_R4 and IQ1_M_R4 matrix multiplications (#194)
Kawrakow
2025-02-09 09:14:52 +02:00 -
03dc7bd787
Cleanup
ik/iq1_s_r4_k128
Iwan Kawrakow
2025-02-09 09:14:12 +02:00