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ik/reduce_make_copies
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ik/reduce_no_nccl
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ik/refactor_iqk
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ik/sm_graph_cuda_graphs
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ik/sm_graph_max_gpu
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ik/vendor
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ik/vulkan_multi_add
ik/wip_sync_llama
ik/zen4_faster_iq4ks_iq5ks
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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
-
48c0b7d8f9
Slightly faster iq4_kt
Iwan Kawrakow
2025-05-23 16:07:21 +03:00 -
f015390efa
MSVC cannot capture constexpr in lambdas
Iwan Kawrakow
2025-05-23 15:52:45 +03:00 -
acc0b5cfbc
Fix MSVC compilation
Iwan Kawrakow
2025-05-23 15:04:19 +03:00 -
31988c7eea
Cleanup
Iwan Kawrakow
2025-05-23 13:32:50 +03:00 -
1500060f27
Somewhat faster iq3_kt (AVX2)
Iwan Kawrakow
2025-05-23 13:19:47 +03:00 -
193a15b465
Fix bug in MMVQ kernel
ik/fix_mmvq_bug
Iwan Kawrakow
2025-05-23 08:02:47 +03:00 -
00d67b9059
Fix typo in non-AVX2 code branch (#445)
Kawrakow
2025-05-23 12:02:54 +03:00 -
7f2edd1a85
Fix typo in non-AVX2 code branch (#445)
Kawrakow
2025-05-23 12:02:54 +03:00 -
745973f294
Fix typo in non-AVX2 code branch
ik/fix_typo
Iwan Kawrakow
2025-05-23 12:00:23 +03:00 -
25d34e3d2f
Trellis quants with CPU inference (#441)
Andrew Chan
2025-05-22 23:17:52 -07:00 -
a1c931c30c
Trellis quants with CPU inference (#441)
Andrew Chan
2025-05-22 23:17:52 -07:00 -
3c4f887b10
gguf-split : update (#444)
Nexes the Elder
2025-05-23 07:07:42 +02:00 -
3efdd6df67
gguf-split : update (#444)
Nexes the Elder
2025-05-23 07:07:42 +02:00 -
b79be8a191
Fix bug in MMVQ kernel
ik/cuda_tracer
Iwan Kawrakow
2025-05-23 08:02:47 +03:00 -
39e712620d
Streamline a bit the quant strategies (#443)
Nexes the Elder
2025-05-22 17:04:47 +02:00 -
ec4563221e
Streamline a bit the quant strategies (#443)
Nexes the Elder
2025-05-22 17:04:47 +02:00 -
aa40ee491f
Synchronize after each mul_mat in up_gate
Iwan Kawrakow
2025-05-22 18:02:05 +03:00 -
43d4302909
Checks in mul_mat_id
Iwan Kawrakow
2025-05-22 17:30:20 +03:00 -
26553e8488
Also add nb
Iwan Kawrakow
2025-05-22 16:53:43 +03:00 -
68d0dbf76a
Print tensor info on error in fused_up_gate
Iwan Kawrakow
2025-05-22 16:38:08 +03:00 -
4446e8ca5c
Also for matrix x vector
Iwan Kawrakow
2025-05-22 14:05:35 +03:00 -
11e674af0e
Add cudaStreamSynchronize() at the end of fused up gate
Iwan Kawrakow
2025-05-22 13:22:52 +03:00 -
2ca7e29d7d
Try enabling CUDA peer to peer copy
Iwan Kawrakow
2025-05-22 11:04:36 +03:00 -
f925678ac8
Another peer to peer copy check
Iwan Kawrakow
2025-05-22 10:33:18 +03:00 -
1683e8e720
Refactor iqk_mul_mat.cpp (#435)
Kawrakow
2025-05-22 10:05:51 +03:00 -
b94cd3b632
Refactor iqk_mul_mat.cpp (#435)
Kawrakow
2025-05-22 10:05:51 +03:00 -
21d9a8b471
Just in case, call ggml_cuda_set_device
Iwan Kawrakow
2025-05-22 09:42:21 +03:00 -
d6c3d4b4a8
Add check if device to device access is enabled
Iwan Kawrakow
2025-05-22 09:30:29 +03:00 -
e87bfe39ba
Make sure we are on the corrent device before synchronizing
Iwan Kawrakow
2025-05-22 08:37:15 +03:00 -
8b339b1453
Trace synchronize calls from the back-end
Iwan Kawrakow
2025-05-21 18:13:30 +03:00 -
aa6738a8f4
Just in case, set computed wkv_b vew source to null
Iwan Kawrakow
2025-05-21 17:49:39 +03:00 -
1375c21deb
Slighty faster iq2_kt
ik/andrew_trellis
Iwan Kawrakow
2025-05-21 17:16:51 +03:00 -
2b3a24d3c7
Move the asserts where they are neded
Iwan Kawrakow
2025-05-21 16:38:11 +03:00 -
23ae313bd3
Asserts in ggm-backend.c
Iwan Kawrakow
2025-05-21 16:36:47 +03:00 -
74247a0f3d
Add some additional asserts
Iwan Kawrakow
2025-05-21 16:12:28 +03:00 -
fa068f52a9
Add CUDA_CHECK to MMQ and MMVQ ops
Iwan Kawrakow
2025-05-21 15:34:54 +03:00 -
38692aaab4
Some performance tweaks
Iwan Kawrakow
2025-05-21 13:39:45 +03:00 -
a8e3e33503
CUDA call tracer
Iwan Kawrakow
2025-05-21 08:40:25 +03:00 -
60a948bf44
delete unused and noncompiling mmvq functions
Andrew Keen Chan
2025-05-20 16:55:45 +00:00 -
82871cc2a3
Another attempt to fix the illegal memory access bug
ik/desperate_bug_fix_attempt
Iwan Kawrakow
2025-05-20 14:28:42 +03:00 -
dcc5ab31f1
Bug fixes from mainline (#439)
Kawrakow
2025-05-20 17:03:14 +03:00 -
a2b5057a0c
Bug fixes from mainline (#439)
Kawrakow
2025-05-20 17:03:14 +03:00 -
5252e95552
Clearing padding
ik/cuda_mailine_fixes
Iwan Kawrakow
2025-05-20 16:59:31 +03:00 -
651fed0848
Add __syncthreads() to the new FA kernel
Iwan Kawrakow
2025-05-20 15:34:27 +03:00 -
0943331ec9
Fix q6_0 K cache
ik/refactor_iqk
Iwan Kawrakow
2025-05-20 10:46:36 +03:00 -
46712586b3
Merge remote-tracking branch 'origin/main' into andrewkchan/try_trellis
Andrew Keen Chan
2025-05-20 06:52:54 +00:00 -
9ceef4941b
more cleanup
Andrew Keen Chan
2025-05-20 06:48:38 +00:00 -
aefab2eec1
Merge branch 'main' into andrewkchan/try_trellis
Andrew Keen Chan
2025-05-20 06:48:14 +00:00 -
d5eb74d719
cleanup
Andrew Keen Chan
2025-05-20 06:29:12 +00:00 -
922b22f1e9
naming and remove unused fn
Andrew Keen Chan
2025-05-20 06:12:59 +00:00 -
cb29146fbe
fix (0.22t/s eval)
Andrew Keen Chan
2025-05-20 06:08:30 +00:00 -
5351ec0442
Fix q8_0 on NEON
Iwan Kawrakow
2025-05-20 08:47:58 +03:00 -
4fdb50b785
Fix iq4_ks on NEON
Iwan Kawrakow
2025-05-20 07:59:45 +03:00 -
7090f171e1
Fix iq4_k_r4 on NEON
Iwan Kawrakow
2025-05-19 19:46:44 +03:00 -
06efa17fa9
Adding forgotten iq5_k_r4
Iwan Kawrakow
2025-05-19 18:00:16 +03:00 -
380ab3f33a
Forgotten MMQ ref and typo (#431)
Nexes the Elder
2025-05-18 16:36:41 +02:00 -
65c8e860bf
Refactor iqk: FA refactored (NEON)
Iwan Kawrakow
2025-05-19 17:16:00 +03:00 -
9ae8f75114
Fix bf16
Iwan Kawrakow
2025-05-19 15:30:46 +03:00 -
9541631a52
Most helpers don't need to be templates
Iwan Kawrakow
2025-05-19 15:20:43 +03:00 -
fbfe79e2fe
Adding forgotten file
Iwan Kawrakow
2025-05-19 13:42:20 +03:00 -
630279cb54
Refactor iqk: FA refactored (Zen4)
Iwan Kawrakow
2025-05-19 13:38:38 +03:00 -
131e5ac6df
Refactor iqk: FA compiles
Iwan Kawrakow
2025-05-19 11:43:02 +03:00 -
103345a872
wip buggy iq4_KT
Andrew Keen Chan
2025-05-19 08:24:10 +00:00 -
4b4b4fdcac
Refactor iqk: GEMM kernels are refactored on NEON
Iwan Kawrakow
2025-05-19 08:36:16 +03:00 -
7aa2de6d5a
Refactor iqk: factor out repacked iqk quants (NEON)
Iwan Kawrakow
2025-05-19 08:25:56 +03:00 -
7e59d2b974
Refactor iqk: factor out repacked k-quants (NEON)
Iwan Kawrakow
2025-05-19 08:11:24 +03:00 -
2b8a231d87
Refactor iqk: factor out repacked legacy quants (NEON)
Iwan Kawrakow
2025-05-19 07:51:28 +03:00 -
04eb150b9f
iq3_kt (0.3t/s eval) and renames
Andrew Keen Chan
2025-05-19 03:03:05 +00:00 -
c4e5d3e382
flatten 3inst iters + avx2 (0.3t/s eval)
Andrew Keen Chan
2025-05-18 23:21:15 +00:00 -
addac77278
still super slow (0.17t/s eval)
Andrew Keen Chan
2025-05-18 21:35:38 +00:00 -
7561158313
WIP - working basic iq2_kt
Andrew Keen Chan
2025-05-18 21:07:22 +00:00 -
bd1e4d4909
Refactor iqk: factor out legacy quants (NEON)
Iwan Kawrakow
2025-05-18 19:47:53 +03:00 -
465d717bb9
Refactor iqk: factor out iqk quants (NEON)
Iwan Kawrakow
2025-05-18 19:06:46 +03:00 -
312413694f
Also iq4_xs belongs to k-quants
Iwan Kawrakow
2025-05-18 18:14:45 +03:00 -
f4ab917e9e
Refactor iqk: factor out floats (NEON)
Iwan Kawrakow
2025-05-18 18:09:39 +03:00 -
c805a19202
Refactor iqk: factor out k-quants (NEON)
Iwan Kawrakow
2025-05-18 17:41:54 +03:00 -
e19ecd296b
Forgotten MMQ ref and typo (#431)
Nexes the Elder
2025-05-18 16:36:41 +02:00 -
2ec2229f2e
Forgotten MMQ ref and typo (#431)
Nexes the Elder
2025-05-18 16:36:41 +02:00 -
28b94800c1
Refactor iqk: factor out 1-bit quants (NEON)
Iwan Kawrakow
2025-05-18 16:54:44 +03:00 -
c63a0af5b7
Refactor iqk: GEMM kernels are refactored on AVX2/AVX512
Iwan Kawrakow
2025-05-18 15:50:20 +03:00 -
0d96f3bd37
Refactor iqk: Factor out GEMM for repacked i-quants
Iwan Kawrakow
2025-05-18 14:51:59 +03:00 -
f501200d42
Refactor iqk: Factor out GEMM for q8_K_R8, q8_KV
Iwan Kawrakow
2025-05-18 14:02:07 +03:00 -
6cd3609a85
Refactor iqk: Factor out GEMM for repacked legacy quants
Iwan Kawrakow
2025-05-18 10:20:54 +03:00 -
3cc0de96a6
WIP for IQ2_KT
Andrew Keen Chan
2025-05-18 06:56:39 +00:00 -
97ce7edb62
Disable multi-add for now
ik/disable_multi_add
Iwan Kawrakow
2025-05-18 08:36:12 +03:00 -
7868545062
Refactor iqk: Factor out GEMM for iq1_bn, iq2_bn, iq2_bn_r4
Iwan Kawrakow
2025-05-17 19:53:48 +03:00 -
d66ec60836
Refactor iqk: fix AVX2
Iwan Kawrakow
2025-05-17 19:29:55 +03:00 -
9b6e75cb79
Refactor iqk: Factor out GEMM for 1-bit quants (ABX2/AVX512)
Iwan Kawrakow
2025-05-17 18:28:24 +03:00 -
082a9bd632
Refactor iqk: fix AVX2
Iwan Kawrakow
2025-05-17 17:45:32 +03:00 -
de5660cee3
Refactor iqk: Factor out GEMM for iqk-quants (AVX2/AVX512)
Iwan Kawrakow
2025-05-17 17:34:34 +03:00 -
8dae13cd84
Refactor iqk: fix AVX2
Iwan Kawrakow
2025-05-17 16:43:53 +03:00 -
2cbbc5581f
Refactor iqk: Factor out GEMM for i-quants (AVX2/AVX512)
Iwan Kawrakow
2025-05-17 16:34:25 +03:00 -
d355ff997b
Refactor iqk: fix AVX2
Iwan Kawrakow
2025-05-17 15:45:15 +03:00 -
4ef94c26fb
Refactor iqk: Factor out GEMM for k-quants (AVX2/AVX512)
Iwan Kawrakow
2025-05-17 15:34:56 +03:00 -
f83e64dcb6
Refactor iqk: Factor out GEMM for legacy quants (AVX2/AVX512)
Iwan Kawrakow
2025-05-17 14:32:00 +03:00 -
51a87cf20d
Refactor iqk: Factor out float GEMM (AVX2/AVX512)
Iwan Kawrakow
2025-05-17 13:41:39 +03:00 -
68b782e861
Refactor iqk: WIP
Iwan Kawrakow
2025-05-17 12:31:39 +03:00 -
7e0ac477b8
Option to enable disable the IQK CPU FA kernels (#429)
Kawrakow
2025-05-17 11:21:58 +03:00 -
b3036a872f
Option to enable disable the IQK CPU FA kernels (#429)
Kawrakow
2025-05-17 11:21:58 +03:00 -
8c56fb3a72
Option to enable disable the IQK CPU FA kernels
ik/option_cpu_fa
Iwan Kawrakow
2025-05-17 11:03:10 +03:00