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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
-
10929e6395
Update AUTHORS
Kawrakow
2025-07-23 18:14:51 +02:00 -
9ee72225dc
Function calling support for Kimi-K2 (#628)
Anton Sokolchenko
2025-07-23 18:11:42 +02:00 -
3701fb1686
Function calling support for Kimi-K2 (#628)
Anton Sokolchenko
2025-07-23 18:11:42 +02:00 -
2c0d1b8bff
iq4_kss: repack/convert to q8_k_r8 (NEON)
ik/iq4_kss_improvements
Iwan Kawrakow
2025-07-23 17:33:35 +02:00 -
179e2d36f6
iq4_kss: repack/convert to q8_k_r8 (AVX2)
Iwan Kawrakow
2025-07-23 18:19:30 +03:00 -
8b72e9390d
iq4_kss: CUDA MMQ
Iwan Kawrakow
2025-07-23 17:22:28 +03:00 -
ba6f691a0c
iq4_kss: slightly better quantization
Iwan Kawrakow
2025-07-23 17:00:43 +03:00 -
eaa2510a28
Add GitHub data: filename sanitization (#640)
Thomas
2025-07-23 13:31:53 +02:00 -
0451f10a42
Add GitHub data: filename sanitization (#640)
Thomas
2025-07-23 13:31:53 +02:00 -
3600d82e98
Fix pauses after a comma (#639)
Kawrakow
2025-07-23 11:45:58 +02:00 -
7093a35869
Fix pauses after a comma (#639)
Kawrakow
2025-07-23 11:45:58 +02:00 -
b685f9b4aa
Fix pauses after a comma
ik/fix_comma_pauses
Iwan Kawrakow
2025-07-23 12:25:04 +03:00 -
94aa54df76
Add GitHub data (#637)
Thomas
2025-07-22 18:18:40 +02:00 -
ab7d193fe0
Add GitHub data (#637)
Thomas
2025-07-22 18:18:40 +02:00 -
9513222ba5
Revert "Update README.md"
t0002
Kawrakow
2025-07-22 15:22:46 +03:00 -
866c70e60d
Revert "Update README.md"
Iwan Kawrakow
2025-07-22 15:22:46 +03:00 -
4ea000892d
Add .mailmap
Kawrakow
2025-07-22 14:51:00 +03:00 -
fa9441809a
Add .mailmap
Iwan Kawrakow
2025-07-22 14:51:00 +03:00 -
c3cd543d77
Update README.md
Kawrakow
2025-07-22 09:01:59 +02:00 -
b48d71fec8
Update README.md
ikawrakow
2025-07-22 09:01:59 +02:00 -
18eeb48941
Webui: New Features for Conversations, Settings, and Chat Messages (#618)
firecoperana
2025-07-20 05:33:55 -05:00 -
d44c2d3f5a
Webui: New Features for Conversations, Settings, and Chat Messages (#618)
firecoperana
2025-07-20 05:33:55 -05:00 -
e1164e1fd8
Adding IQ1_KT - 1.75 bpw SOTA quants (#616)
Kawrakow
2025-07-20 10:05:23 +02:00 -
f989fb03bd
Adding IQ1_KT - 1.75 bpw SOTA quants (#616)
Kawrakow
2025-07-20 10:05:23 +02:00 -
d0bc1f8296
IQ1_M GEMM for ARM_NEON (#631)
Kawrakow
2025-07-20 09:49:59 +02:00 -
07673c6c33
IQ1_M GEMM for ARM_NEON (#631)
Kawrakow
2025-07-20 09:49:59 +02:00 -
6bc5812c21
Set repacking threshold
ik/iq1_m_neon
Iwan Kawrakow
2025-07-20 09:47:32 +02:00 -
957b9e8339
iq1_m GEMM on NEON
Iwan Kawrakow
2025-07-20 09:34:43 +02:00 -
3da192ac33
Remove forgotten change
Kawrakow
2025-07-18 20:11:57 +03:00 -
38012f7290
Remove forgotten change
Iwan Kawrakow
2025-07-18 20:11:57 +03:00 -
712eb7b45c
GEMM for iq1_m (#630)
Kawrakow
2025-07-18 18:55:43 +02:00 -
cc82006f51
GEMM for iq1_m (#630)
Kawrakow
2025-07-18 18:55:43 +02:00 -
8800f62ccf
GEMM for iq1_m
ik/iq1m_gemm
Iwan Kawrakow
2025-07-18 19:16:00 +03:00 -
77eaa532c7
iq1_kt: add to constants.py
ik/iq1_kt
Iwan Kawrakow
2025-07-17 18:56:07 +03:00 -
1f273689bb
q5_K tweaks
ik/quantization_tweaks
Iwan Kawrakow
2025-07-17 18:03:24 +03:00 -
597cdea43f
q4_K tweaks
Iwan Kawrakow
2025-07-17 17:50:17 +03:00 -
060ed8ba13
q3_K tweaks
Iwan Kawrakow
2025-07-17 17:28:41 +03:00 -
8c944f29c5
q2_K tweaks
Iwan Kawrakow
2025-07-17 16:52:39 +03:00 -
912b74c151
Minor iq3_k tweak
Iwan Kawrakow
2025-07-17 16:00:28 +03:00 -
ed5ed600bc
iq3_ks quantization tweaks
Iwan Kawrakow
2025-07-17 12:53:46 +03:00 -
39ef8eeb9d
Two things
Iwan Kawrakow
2025-07-17 11:25:36 +03:00 -
cc51044e72
Add GGML_MAX_CONTEXTS definition in CMakeLists.txt (#622)
Thireus ☠
2025-07-17 07:50:42 +01:00 -
b94f3af56f
Add GGML_MAX_CONTEXTS definition in CMakeLists.txt (#622)
Thireus ☠
2025-07-17 07:50:42 +01:00 -
eddeaac009
Bump Windows max open files from 512 to 2048 (#620)
Thireus ☠
2025-07-17 07:50:26 +01:00 -
6950c82c30
Bump Windows max open files from 512 to 2048 (#620)
Thireus ☠
2025-07-17 07:50:26 +01:00 -
a65acba08a
Adding frgotten file
Iwan Kawrakow
2025-07-16 22:23:39 +03:00 -
1755a76933
iq1_kt: very slightly faster convert/repack to q8_0_r8 on NEON
Iwan Kawrakow
2025-07-16 15:20:18 +02:00 -
410e9d25cd
iq1_kt: convert/repack to q8_0_r8 (NEON)
Iwan Kawrakow
2025-07-16 15:11:53 +02:00 -
31554f534f
iq1_kt: tiny bit better GEMV on NEON
Iwan Kawrakow
2025-07-16 12:47:49 +02:00 -
882fc0235e
iq1_kt: slightly faster NEON - still pathetic
Iwan Kawrakow
2025-07-16 12:33:11 +02:00 -
3b6597c7a1
iq1_kt: NEON GEMM/GEMV
Iwan Kawrakow
2025-07-16 11:51:15 +02:00 -
6d1ddf1c26
iq1_kt: slightly faster GEMV
Iwan Kawrakow
2025-07-16 11:22:09 +03:00 -
572ed1e71c
iq1_kt: convert/repack to q8_0_r8 (AVX2)
Iwan Kawrakow
2025-07-16 08:28:05 +03:00 -
224bfaf138
iq1_kt: AVX2 GEMM/GEMV
Iwan Kawrakow
2025-07-16 07:57:25 +03:00 -
f90b75f078
iq1_kt: CUDA MMVQ
Iwan Kawrakow
2025-07-15 19:59:33 +03:00 -
0b5b9e3b68
iq1_kt: CUDA MMQ
Iwan Kawrakow
2025-07-15 19:33:33 +03:00 -
3da565c9c9
iq1_kt: CUDA dequantize
Iwan Kawrakow
2025-07-15 19:06:50 +03:00 -
4665e5b2f3
iq1_kt: basics
Iwan Kawrakow
2025-07-15 17:51:49 +03:00 -
5e357db589
Fixup kimi-k2 convert indentation (#617)
ubergarm
2025-07-16 09:24:20 -04:00 -
c4fbced37d
Fixup kimi-k2 convert indentation (#617)
ubergarm
2025-07-16 09:24:20 -04:00 -
da38486de5
Bump GGML_MAX_CONTEXTS to allow loading more shards (#611)
Thireus ☠
2025-07-16 13:11:19 +01:00 -
4803142300
Bump GGML_MAX_CONTEXTS to allow loading more shards (#611)
Thireus ☠
2025-07-16 13:11:19 +01:00 -
d3ed217798
kimi-k2 convert script and chat template (#612)
ubergarm
2025-07-15 13:54:04 -04:00 -
13b2f19372
kimi-k2 convert script and chat template (#612)
ubergarm
2025-07-15 13:54:04 -04:00 -
19c57dbe1d
Vulkan: a fresh start (#608)
Kawrakow
2025-07-15 08:03:13 +02:00 -
2081b3fccb
Vulkan: a fresh start (#608)
Kawrakow
2025-07-15 08:03:13 +02:00 -
f375799f17
Adding IQ2_KL (#602)
Kawrakow
2025-07-14 18:55:08 +02:00 -
45fae1a144
Adding IQ2_KL (#602)
Kawrakow
2025-07-14 18:55:08 +02:00 -
da8998c6c6
Ported kimi-k2 support from llama.cpp (#609)
Aleksey Nikiforov
2025-07-14 12:43:52 -04:00 -
f5353047ef
Ported kimi-k2 support from llama.cpp (#609)
Aleksey Nikiforov
2025-07-14 12:43:52 -04:00 -
c462c5bdf6
q8_k_r8: AVX512 version
ik/q8_k_r8_avx512
Iwan Kawrakow
2025-07-14 18:45:55 +03:00 -
14ef9ebe9a
Vulkan: fix u_batch > 4096/n_active_experts
ik/vulkan_again
Iwan Kawrakow
2025-07-14 17:28:55 +03:00 -
c7f3515a58
Vulkan needs f32 precision for flash attention
Iwan Kawrakow
2025-07-14 14:42:58 +03:00 -
ae12c8b616
Seems to be working with coopmat
Iwan Kawrakow
2025-07-14 13:33:18 +03:00 -
495139a3e3
It compiles
Iwan Kawrakow
2025-07-14 11:43:37 +03:00 -
f6d33e821e
Add iq2_kl to constants.py
ik/iq2_kl
Iwan Kawrakow
2025-07-13 20:17:38 +03:00 -
c6d6467952
iq2_kl: slightly better Metal dequantize
Iwan Kawrakow
2025-07-12 08:27:27 +02:00 -
7da419b9c9
iq2_kl: slightly better Metal dequantize
Iwan Kawrakow
2025-07-12 08:11:28 +02:00 -
e27708b341
iq2_kl: Metal GEMV - slightly better (46.5 t/s -> 47.2 t/s)
Iwan Kawrakow
2025-07-12 07:46:09 +02:00 -
1693cc6e60
iq2_kl: Metal GEMV - slightly better (44.5 t/s -> 46.5 t/s)
Iwan Kawrakow
2025-07-12 07:34:35 +02:00 -
1921d41675
iq2_kl: Metal GEMV - slightly better (40 t/s -> 44.5 t/s)
Iwan Kawrakow
2025-07-12 07:23:46 +02:00 -
fe84026d43
iq2_kl: Metal GEMV - pretty slow
Iwan Kawrakow
2025-07-11 19:41:09 +02:00 -
3ff615fb76
iq2_kl: Metal dequantize
Iwan Kawrakow
2025-07-11 18:41:12 +02:00 -
278945ff84
iq2_kl: convert/repack to q8_k_r8 (NEON)
Iwan Kawrakow
2025-07-11 17:43:10 +02:00 -
dd1c2a14d7
iq2_kl: NEON
Iwan Kawrakow
2025-07-11 16:32:59 +02:00 -
b1956cd122
iq2_kl: WIP NEON
Iwan Kawrakow
2025-07-11 15:50:47 +02:00 -
4a3b5e3119
iq2_kl: AVX2 GEMM/GEMV
Iwan Kawrakow
2025-07-11 15:40:53 +03:00 -
738031ba0e
iq2_kl: convert/repack to q8_k_r8 (AVX2)
Iwan Kawrakow
2025-07-11 14:31:44 +03:00 -
b805f69c5a
iq2_kl: better Zen4
Iwan Kawrakow
2025-07-11 13:09:58 +03:00 -
cd32c732f5
iq2_kl: Zen4 GEMM/GEMV
Iwan Kawrakow
2025-07-11 12:02:44 +03:00 -
23e9033f7b
iq2_kl: MMVQ
Iwan Kawrakow
2025-07-10 16:53:04 +03:00 -
72f57c7f34
iq2_kl: MMQ
Iwan Kawrakow
2025-07-10 16:10:07 +03:00 -
29acfb6337
iq2_kl: small improvement in PPL
Iwan Kawrakow
2025-07-10 14:53:54 +03:00 -
d0f85cb9c2
iq2_kl: CUDA dequantize
Iwan Kawrakow
2025-07-10 14:22:37 +03:00 -
dfae22680b
iq2_kl: basics
Iwan Kawrakow
2025-07-10 12:40:07 +03:00 -
b7c986e4ff
Experiments for 2.6875 bpw quants
Iwan Kawrakow
2025-07-10 10:28:30 +03:00 -
4f56069442
Add iq3_ks to constants.py (#606)
Kawrakow
2025-07-13 19:14:26 +02:00 -
255c22046b
Add iq3_ks to constants.py (#606)
Kawrakow
2025-07-13 19:14:26 +02:00 -
9d7b8394e3
Add iq3_ks to constants.py
ik/add_iq3ks_to_gguf
Iwan Kawrakow
2025-07-13 20:13:15 +03:00 -
276c045496
Add compression to server.cpp
Saood Karim
2025-07-13 04:31:00 -05:00