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ik/is_this_better_for_multi_gpu
ik/issue_214
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ik/issue_224
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ik/k_cache_hadamard
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ik/merge_up_gate_exps_2
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ik/metal_bf16
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ik/qx_0_r4_avx2
ik/qx_k_b32_avx2
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ik/r4_neon
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ik/really_fix_rope_cache
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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
ik/refactor_llama.cpp
ik/remove_iqk_option
ik/remove_kv_l
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ik/repack_also_experts
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ik/sm_graph_cuda_graphs
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ik/sm_graph_max_gpu
ik/sm_graph_q3next
ik/sm_graph_rearrange
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ik/undo_sync_reduction
ik/update_authors
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ik/use_mmq_id_for_moe
ik/use_q8_2
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ik/vendor
ik/vulkan1
ik/vulkan_again
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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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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
-
ddc7ec4ac7
Fix case with empty sql
Saood Karim
2025-06-30 14:51:55 -05:00 -
3a634c7a5c
Make version endpoint always accessible
Saood Karim
2025-06-27 20:34:33 -05:00 -
66c8dc416d
Update version number and add features array to version
Saood Karim
2025-06-27 20:15:40 -05:00 -
8fd4774f94
Remove hardcoded extension and add error handling to extension loading
Saood Karim
2025-06-27 18:36:10 -05:00 -
036b5bb822
Minor
ik/improve_mmq
Iwan Kawrakow
2025-06-27 19:00:58 +03:00 -
1e6e4833bc
Slightly better q8_0_q8_1 kerneel and iqk_ks tile loading
Iwan Kawrakow
2025-06-27 18:26:32 +03:00 -
305fe4b160
Remove what appears to be unnecessary asserts in ggml_cuda_cpy (#560)
Kawrakow
2025-06-27 17:44:36 +02:00 -
bce7697d64
Remove what appears to be unnecessary asserts in ggml_cuda_cpy (#560)
Kawrakow
2025-06-27 17:44:36 +02:00 -
17d2db910f
Use cuBLAS for large batches and quants with block size 16 (#559)
Kawrakow
2025-06-27 17:43:51 +02:00 -
31bd3185f2
Use cuBLAS for large batches and quants with block size 16 (#559)
Kawrakow
2025-06-27 17:43:51 +02:00 -
409bfe6648
Remove what appears to be unnecessary asserts in ggml_cuda_cpy
ik/cuda_large_cpy
Iwan Kawrakow
2025-06-26 20:27:50 +03:00 -
3dbc84377f
Use cuBLAS for large batches and quants with block size 16
ik/mmq_to_cublas
Iwan Kawrakow
2025-06-26 14:13:00 +03:00 -
4c7579e617
mikupad.html in ik_llama.cpp (functional but WIP)
Saood Karim
2025-06-26 02:14:20 -05:00 -
2fb1db705e
CUDA: MMQ for iqX_r4 quants (#557)
Kawrakow
2025-06-26 08:50:49 +02:00 -
5236c98b41
CUDA: MMQ for iqX_r4 quants (#557)
Kawrakow
2025-06-26 08:50:49 +02:00 -
c8e6d9cfe7
Add Falcon-Edge support (#555)
Kawrakow
2025-06-26 08:48:52 +02:00 -
8e5106b20f
Add Falcon-Edge support (#555)
Kawrakow
2025-06-26 08:48:52 +02:00 -
b3417c9366
iqk_r4 quants: use MMQ only for batches < 1024 tokens
ik/cuda_iqk_r4
Iwan Kawrakow
2025-06-25 14:47:59 +03:00 -
9b273bf437
cuda: MMQ for iq5_k_r4
Iwan Kawrakow
2025-06-25 13:35:47 +03:00 -
9e2c94083f
cuda: MMQ for iq4_k_r4
Iwan Kawrakow
2025-06-25 13:12:37 +03:00 -
e87a319f5f
cuda: MMQ for iq3_k_r4
Iwan Kawrakow
2025-06-25 12:42:37 +03:00 -
4c4db19c46
cuda: MMQ for iq2_k_r4
Iwan Kawrakow
2025-06-25 12:10:31 +03:00 -
b74bd33b6a
Add Falcon-Edge support
ik/falcon_edge
Iwan Kawrakow
2025-06-25 10:11:37 +03:00 -
b8402290ef
Much faster prompt processing for IQ1_S and IQ1_M on ARM_NEON (#553)
Kawrakow
2025-06-24 14:21:37 +02:00 -
b5f2f00106
Much faster prompt processing for IQ1_S and IQ1_M on ARM_NEON (#553)
Kawrakow
2025-06-24 14:21:37 +02:00 -
e5e5acfdda
iq1_m
ik/gemm_neon_1bit
Iwan Kawrakow
2025-06-24 14:05:30 +02:00 -
3c5b788b70
iq1_s
Iwan Kawrakow
2025-06-24 13:27:25 +02:00 -
58d2cbf948
Much faster prompt processing for k-quants (ARM_NEON) (#552)
Kawrakow
2025-06-24 13:05:01 +02:00 -
64f6c2dead
Much faster prompt processing for k-quants (ARM_NEON) (#552)
Kawrakow
2025-06-24 13:05:01 +02:00 -
e18b10bc48
Merge remote-tracking branch 'origin/main' into ik/gemm_neon_kquants
ik/gemm_neon_kquants
Iwan Kawrakow
2025-06-24 13:03:02 +02:00 -
c3c60c3b40
iq4_xs
Iwan Kawrakow
2025-06-24 11:25:07 +02:00 -
915a4a31cc
q5_k
Iwan Kawrakow
2025-06-24 11:06:45 +02:00 -
d1b4b34a79
q4_k
Iwan Kawrakow
2025-06-24 10:16:04 +02:00 -
78d531c04a
q6_k
Iwan Kawrakow
2025-06-24 08:59:28 +02:00 -
52ad57b042
q3_K
Iwan Kawrakow
2025-06-23 18:38:31 +02:00 -
6818e14184
q2_k
Iwan Kawrakow
2025-06-23 17:50:26 +02:00 -
8c7e1b72d7
Much faster prompt processing for I-quants (ARM_NEON) (#550)
Kawrakow
2025-06-23 15:50:24 +02:00 -
ddda4d9e64
Much faster prompt processing for I-quants (ARM_NEON) (#550)
Kawrakow
2025-06-23 15:50:24 +02:00 -
548a5f3f0d
iq3_s
ik/gemm_neon_iquants
Iwan Kawrakow
2025-06-23 15:34:41 +02:00 -
26965677e8
iq3_xxs
Iwan Kawrakow
2025-06-23 15:09:46 +02:00 -
c52f58915b
iq2_s
Iwan Kawrakow
2025-06-23 14:42:49 +02:00 -
8b3318676b
iq2_xs
Iwan Kawrakow
2025-06-23 14:14:45 +02:00 -
edb5f9ca8b
iq2_xxs
Iwan Kawrakow
2025-06-23 13:50:38 +02:00 -
032723a333
Much faster prompt processing for IQK quants (ARM_NEON) (#549)
Kawrakow
2025-06-23 11:55:50 +02:00 -
4776dd2809
Much faster prompt processing for IQK quants (ARM_NEON) (#549)
Kawrakow
2025-06-23 11:55:50 +02:00 -
ec4b4536ea
iq2_k
ik/gemm_neon_iqk
Iwan Kawrakow
2025-06-23 11:15:25 +02:00 -
c15688ca3a
iq3_k
Iwan Kawrakow
2025-06-23 10:55:22 +02:00 -
a15cfa0401
iq4_k
Iwan Kawrakow
2025-06-23 09:59:52 +02:00 -
54dfc404e7
iq5_k
Iwan Kawrakow
2025-06-23 09:31:11 +02:00 -
425bbe7609
iq6_k
Iwan Kawrakow
2025-06-22 19:31:45 +02:00 -
eeea8af04f
iq5_ks
Iwan Kawrakow
2025-06-22 18:49:42 +02:00 -
26ebe8dd44
Faster GEMM fir iq2_ks, iq4_ks
Iwan Kawrakow
2025-06-22 18:02:09 +02:00 -
fed6448640
To use GGML_ABORT we need to include ggml-impl.h.
Kawrakow
2025-06-22 17:49:32 +03:00 -
cac763fc20
To use GGML_ABORT we need to include ggml-impl.h.
Iwan Kawrakow
2025-06-22 17:49:32 +03:00 -
258c111d84
Abort if IQK_IMPLEMENT is not defined
Kawrakow
2025-06-22 16:49:38 +03:00 -
22d6817d1e
Abort if IQK_IMPLEMENT is not defined
Iwan Kawrakow
2025-06-22 16:49:38 +03:00 -
d3ca8c23cf
Faster ARM_NEON GEMM implementation for legacy quants (#546)
Kawrakow
2025-06-21 16:35:08 +02:00 -
4f97409b80
Faster ARM_NEON GEMM implementation for legacy quants (#546)
Kawrakow
2025-06-21 16:35:08 +02:00 -
0386bfb19b
Perhaps slightly faster trellis quants (#541)
Kawrakow
2025-06-21 16:32:16 +02:00 -
a98b7678a3
Perhaps slightly faster trellis quants (#541)
Kawrakow
2025-06-21 16:32:16 +02:00 -
aaa164773d
q5_1
ik/gemm_neon_legacy
Iwan Kawrakow
2025-06-21 16:00:22 +02:00 -
ce4fb5863e
q4_1
Iwan Kawrakow
2025-06-21 15:50:21 +02:00 -
8b102792d8
iq4_nl
Iwan Kawrakow
2025-06-21 15:13:45 +02:00 -
a78bed0f8e
q8_0
Iwan Kawrakow
2025-06-21 12:43:30 +02:00 -
a834e4be15
q6_0
Iwan Kawrakow
2025-06-21 12:33:52 +02:00 -
f8efac6295
q5_0
Iwan Kawrakow
2025-06-21 12:21:02 +02:00 -
1f31789b96
q4_0
Iwan Kawrakow
2025-06-21 11:58:38 +02:00 -
a0ba58e9b9
iq2_kt and iq3_kt work with new int trellis
ik/metal_new_trellis
Iwan Kawrakow
2025-06-20 10:47:22 +03:00 -
5b677c3caf
Enable next_128() also on AVX2
ik/trellis_opt
Iwan Kawrakow
2025-06-20 08:34:45 +03:00 -
1287a66627
With fancy simd also set func16
Iwan Kawrakow
2025-06-20 08:06:25 +03:00 -
1dfc023fef
Cleanup
Iwan Kawrakow
2025-06-19 17:27:54 +03:00 -
6c0b796435
WIP
Iwan Kawrakow
2025-06-19 16:57:29 +03:00 -
8fcede9c34
This looks better for iq4_kt TG
Iwan Kawrakow
2025-06-19 15:40:38 +03:00 -
14578c3dce
This seems slightly faster for IQ2_KT, IQ3_KT TG
Iwan Kawrakow
2025-06-19 14:51:15 +03:00 -
293203b3dd
New integer trellis on ARM_NEON (#544)
Kawrakow
2025-06-20 09:26:36 +03:00 -
1843ed22c5
New integer trellis on ARM_NEON (#544)
Kawrakow
2025-06-20 09:26:36 +03:00 -
a45e368444
iq3_kt is now working on NEON
ik/neon_iq3_kt
Iwan Kawrakow
2025-06-20 07:25:48 +03:00 -
031eadab1d
Adapt iq3_kt to new trellis on NEON
Iwan Kawrakow
2025-06-19 19:38:30 +03:00 -
1d6e143ecb
Fix NEON build (#542)
Kawrakow
2025-06-19 18:37:22 +03:00 -
144ee1c4c6
Fix NEON build (#542)
Kawrakow
2025-06-19 18:37:22 +03:00 -
1e534df8ea
Fix NEON build
ik/fix_neon_build
Iwan Kawrakow
2025-06-19 18:35:16 +03:00 -
d1f92e24d3
add dry sampler (#513)
firecoperana
2025-06-19 02:24:53 -05:00 -
3f111ad7bb
add dry sampler (#513)
firecoperana
2025-06-19 02:24:53 -05:00 -
638fb80e8a
Minor readme update (#535)
saood06
2025-06-19 02:18:39 -05:00 -
c5368148cf
Minor readme update (#535)
saood06
2025-06-19 02:18:39 -05:00 -
d595dfaa2f
Update CMakeLists.txt to fix NDEBUG handling (#537)
Anton Sokolchenko
2025-06-19 09:18:21 +02:00 -
39e17589a2
Update CMakeLists.txt to fix NDEBUG handling (#537)
Anton Sokolchenko
2025-06-19 09:18:21 +02:00 -
08d2100c07
Fix missed block_q8_x2 bf16 -> i16 change (#540)
Kawrakow
2025-06-19 09:35:36 +03:00 -
c6166b4020
Fix missed block_q8_x2 bf16 -> i16 change (#540)
Kawrakow
2025-06-19 09:35:36 +03:00 -
19ac0b595c
Fix missed block_q8_x2 bf16 -> i16 change
ik/fix_538
Iwan Kawrakow
2025-06-19 09:02:42 +03:00 -
829a4d7177
move thing fix
s6/readme-minor1
Saood Karim
2025-06-18 12:36:41 -05:00 -
ed17aa1015
move thing
Saood Karim
2025-06-18 12:35:55 -05:00 -
4fa4aeec5d
Fix KT Neon / ARM typo (#536)
Louie Helm
2025-06-18 16:55:02 +00:00 -
0ade534305
Fix KT Neon / ARM typo (#536)
Louie Helm
2025-06-18 16:55:02 +00:00 -
ea8a9019cd
move thing
Saood Karim
2025-06-18 11:47:39 -05:00 -
e31481b834
Condense CUDA implementations).
Saood Karim
2025-06-18 11:42:35 -05:00 -
87105fc3b4
Fix MSVC compilation error
Kawrakow
2025-06-18 16:48:36 +03:00 -
7479c2a3e5
Fix MSVC compilation error
Iwan Kawrakow
2025-06-18 16:48:36 +03:00 -
d345a15a84
New IQ2_KT, IQ3_KT and IQ4_KT, V2 (#529)
Kawrakow
2025-06-18 16:20:54 +03:00 -
d85c64428e
New IQ2_KT, IQ3_KT and IQ4_KT, V2 (#529)
Kawrakow
2025-06-18 16:20:54 +03:00