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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_fattn
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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
-
71bc74d738
Add missing enum values for qwen3 and qwen3moe (#356)
Kawrakow
2025-04-29 10:05:38 +02:00 -
9ba362706c
Add missing enum values for qwen3 and qwen3moe (#356)
Kawrakow
2025-04-29 10:05:38 +02:00 -
b036119637
Add missing enum values for qwen3 and qwen3moe
ik/add_missing_enum_values_qwen3
Iwan Kawrakow
2025-04-29 11:04:38 +03:00 -
8b62ee32ca
Apply Qwen3 PR from llama.cpp (#355)
Ben Harris
2025-04-29 16:02:08 +08:00 -
1064f5bc31
Apply Qwen3 PR from llama.cpp (#355)
Ben Harris
2025-04-29 16:02:08 +08:00 -
2f2803a1d7
Update AUTHORS
Kawrakow
2025-04-29 07:22:06 +02:00 -
99b87a375f
Update AUTHORS
Kawrakow
2025-04-29 07:22:06 +02:00 -
9d9f9f96b2
CPU FA improvements (#351)
Kawrakow
2025-04-29 07:19:43 +02:00 -
cda24b58cb
CPU FA improvements (#351)
Kawrakow
2025-04-29 07:19:43 +02:00 -
5d65eaaf29
Edits
Iwan Kawrakow
2025-04-28 17:50:49 +03:00 -
f0b1d049a3
Update README.md
Kawrakow
2025-04-28 16:27:44 +02:00 -
1f77976476
Update README.md
ikawrakow-patch-1
Kawrakow
2025-04-28 16:25:48 +02:00 -
20d50172d0
Much better FA TG with q8_0 KV cache
ik/fattn_work_buffer
Iwan Kawrakow
2025-04-28 11:26:28 +03:00 -
802d4de1b5
WIP
Iwan Kawrakow
2025-04-24 18:38:41 +03:00 -
9be8b490b1
WIP
Iwan Kawrakow
2025-04-24 09:25:13 +03:00 -
cd44692bc0
Use Sum4q4 for q4_0
Iwan Kawrakow
2025-04-23 15:43:59 +03:00 -
b19fd13141
Use mul_mat_qX_0_q8_2_Tx for q4_0 in FA
Iwan Kawrakow
2025-04-23 14:35:34 +03:00 -
ddcdf25e54
Use mul_mat_qX_0_q8_2_Tx for q6_0 in FA
Iwan Kawrakow
2025-04-23 14:12:08 +03:00 -
9f310ea663
Try to improve for unusual number of heads/number of threads
Iwan Kawrakow
2025-04-22 12:37:11 +03:00 -
39714026fe
WIP
Iwan Kawrakow
2025-04-21 19:03:26 +03:00 -
a7cd27f7e0
WIP (Zen4)
Iwan Kawrakow
2025-04-21 11:27:33 +03:00 -
26eb64c4f9
Slightly better
Iwan Kawrakow
2025-04-21 09:40:58 +03:00 -
bcacf33350
WIP
Iwan Kawrakow
2025-04-19 09:12:50 +03:00 -
998c1b2117
WIP
Iwan Kawrakow
2025-04-18 19:09:24 +03:00 -
fae18dd0bc
WIP
Iwan Kawrakow
2025-04-18 17:00:06 +03:00 -
b498633203
WIP
Iwan Kawrakow
2025-04-18 13:50:30 +03:00 -
74a21d48d6
Add header to avoid comp0iler warnings
Iwan Kawrakow
2025-04-18 09:08:25 +03:00 -
6801a4368c
FA: provide work buffer for K repacking
Iwan Kawrakow
2025-04-17 16:14:40 +03:00 -
42d7e58a96
Add GLM-4-0414 Model Support (#344)
ubergarm
2025-04-26 11:34:04 -04:00 -
baeefb4731
Add GLM-4-0414 Model Support (#344)
ubergarm
2025-04-26 11:34:04 -04:00 -
815307d3bd
Fix division by zero bug (#349)
Kawrakow
2025-04-26 09:19:43 +02:00 -
9e846f0eb1
Fix division by zero bug (#349)
Kawrakow
2025-04-26 09:19:43 +02:00 -
957308ca09
Fix division by zero bug
ik/fix_div_zero
Iwan Kawrakow
2025-04-26 10:08:37 +03:00 -
86be28d5bd
Add support for Cohere2 (#341)
Kawrakow
2025-04-26 08:13:25 +02:00 -
715fc552ad
Add support for Cohere2 (#341)
Kawrakow
2025-04-26 08:13:25 +02:00 -
4413f17b58
Fix q4_1 and q5_1 on Arm (#348)
Kawrakow
2025-04-25 19:48:08 +02:00 -
770892086c
Fix q4_1 and q5_1 on Arm (#348)
Kawrakow
2025-04-25 19:48:08 +02:00 -
78458aa83d
Fix q4_1 and q5_1 on Arm
ik/fix_q41_q51_arm
Iwan Kawrakow
2025-04-25 19:42:21 +02:00 -
95675f6194
Command-A needs fp32 precision for K*Q
ik/cohere2
Iwan Kawrakow
2025-04-25 15:51:03 +03:00 -
eb47293337
Fixe IQ4_NL on AVX2
Iwan Kawrakow
2025-04-25 15:37:06 +03:00 -
e6a7c26dc5
Add support for Cohere2
Iwan Kawrakow
2025-04-23 09:08:43 +03:00 -
fb98619852
Add ability to manually set arch flags (#347)
Kawrakow
2025-04-25 13:24:18 +02:00 -
c817160d03
Add ability to manually set arch flags (#347)
Kawrakow
2025-04-25 13:24:18 +02:00 -
d641a5fef3
Add ability to manually set arch flags
ik/arch_flags
Iwan Kawrakow
2025-04-25 11:41:49 +02:00 -
542351d088
Fix FA on ARM (#346)
Kawrakow
2025-04-25 11:01:08 +02:00 -
25d1a0dca8
Fix FA on ARM (#346)
Kawrakow
2025-04-25 11:01:08 +02:00 -
160bf27714
Fix FA on ARM
ik/fix_arm_fa
Iwan Kawrakow
2025-04-25 10:58:05 +02:00 -
c26f5b315d
Fix LLaMA-4 attention (#342)
Kawrakow
2025-04-25 09:21:03 +02:00 -
f176122a3d
Fix LLaMA-4 attention (#342)
Kawrakow
2025-04-25 09:21:03 +02:00 -
2d2a03df24
cuda: use switch in constexpr funcs (#343)
Kawrakow
2025-04-24 17:37:12 +02:00 -
c9eec1729f
cuda: use switch in constexpr funcs (#343)
Kawrakow
2025-04-24 17:37:12 +02:00 -
f71763c2d2
cuda: use switch in constexpr funcs
ik/pickup_13095
Iwan Kawrakow
2025-04-24 18:34:00 +03:00 -
6250937c49
Fix LLaMA-4 attention
ik/fix_llama4_attention
Iwan Kawrakow
2025-04-24 13:59:19 +03:00 -
bf095b682f
Update gguf-py constants (#298)
saood06
2025-04-24 00:34:10 -05:00 -
222a195743
Update gguf-py constants (#298)
saood06
2025-04-24 00:34:10 -05:00 -
adb6b6fb3f
Update GGML_QUANT_SIZES
s6/fix_python
Saood Karim
2025-04-23 23:06:26 -05:00 -
614e59733e
BitNet adjustments (#338)
Kawrakow
2025-04-22 08:46:31 +02:00 -
9dac3edf2f
BitNet adjustments (#338)
Kawrakow
2025-04-22 08:46:31 +02:00 -
e79f523bcc
BitNet adjustments
ik/bitnet_adjustments
Iwan Kawrakow
2025-04-22 09:36:32 +03:00 -
e6c85a5b95
Add support for bitnet2b_2501 model (#337)
saood06
2025-04-22 01:34:13 -05:00 -
cc39800723
Add support for bitnet2b_2501 model (#337)
saood06
2025-04-22 01:34:13 -05:00 -
3d7206e6ea
Support both model names
s6/bitnet2b_2501
Saood Karim
2025-04-21 21:47:17 -05:00 -
2641658c90
Fixes
Saood Karim
2025-04-21 04:31:58 -05:00 -
356918048b
add support for bitnet2b_2501 model
potassiummmm
2025-03-12 18:16:03 +08:00 -
16f945d9bb
Fix termux/android build (#336)
saood06
2025-04-21 02:13:46 -05:00 -
93cd77b655
Fix termux/android build (#336)
saood06
2025-04-21 02:13:46 -05:00 -
d75c151624
Attempt fix 13
s6/termux_fix
Saood Karim
2025-04-21 01:56:05 -05:00 -
8e82ee73cb
Attempt fix 12
Saood Karim
2025-04-20 22:24:06 -05:00 -
cf6cfdc290
Attempt fix 11
Saood Karim
2025-04-20 22:18:03 -05:00 -
ca1aae058e
Attempt fix 10
Saood Karim
2025-04-20 22:14:10 -05:00 -
44ef87f07a
Attempt fix 9
Saood Karim
2025-04-20 22:08:03 -05:00 -
9aa1b15742
Attempt fix 8
Saood Karim
2025-04-20 02:15:02 -05:00 -
16d2c206e9
Attempt fix 7
Saood Karim
2025-04-20 02:01:24 -05:00 -
309e7ada7b
Attempt fix 6
Saood Karim
2025-04-20 01:45:44 -05:00 -
f0dc73dabf
Attempt fix 5
Saood Karim
2025-04-20 01:30:58 -05:00 -
b79a92cb29
Attempt fix 4
Saood Karim
2025-04-20 01:09:52 -05:00 -
5c2380a55b
Attempt fix 3
Saood Karim
2025-04-20 00:38:03 -05:00 -
1882327e9b
Attempt fix 2
Saood Karim
2025-04-20 00:34:15 -05:00 -
bb285c428b
Attempt fix
Saood Karim
2025-04-20 00:27:27 -05:00 -
4a70adae94
Better TG performance for GQA models (CPU) (#332)
Kawrakow
2025-04-17 08:08:40 +02:00 -
3bb64d9330
Better TG performance for GQA models (CPU) (#332)
Kawrakow
2025-04-17 08:08:40 +02:00 -
3e41c56a8a
Minor
ik/tg_tweaks
Iwan Kawrakow
2025-04-16 17:15:05 +03:00 -
5fe73695b0
Better CPU FA implementation for TG when GQA
Iwan Kawrakow
2025-04-16 15:02:59 +03:00 -
cec920940b
Slightly better CPU TG performance for GQA
Iwan Kawrakow
2025-04-16 11:29:46 +03:00 -
5a98a66b5c
Better gemm/gemv on AVX2 fr q4_0_r8 (#331)
Kawrakow
2025-04-15 17:18:50 +02:00 -
f7c5a94e75
Better gemm/gemv on AVX2 fr q4_0_r8 (#331)
Kawrakow
2025-04-15 17:18:50 +02:00 -
3164fa3310
Better gemm/gemv on AVX2 fr q4_0_r8
ik/faster_avx2_q40
Iwan Kawrakow
2025-04-15 18:12:22 +03:00 -
1a786850e6
Allow q8_0 KV cache for head size 256 (#330)
Kawrakow
2025-04-15 17:05:31 +02:00 -
1bbb143eb3
Allow q8_0 KV cache for head size 256 (#330)
Kawrakow
2025-04-15 17:05:31 +02:00 -
a164a50a36
We need also these
ik/gemma_q80_kvcache
Iwan Kawrakow
2025-04-15 13:56:29 +03:00 -
e86c0333a5
Allow q8_0 KV cache for head size 256
Iwan Kawrakow
2025-04-15 12:43:41 +03:00 -
70a1d99fb8
imatrix: collect layer influence statistics (#328)
Kawrakow
2025-04-14 19:43:19 +02:00 -
05dbbeaf14
imatrix: collect layer influence statistics (#328)
Kawrakow
2025-04-14 19:43:19 +02:00 -
9be8812727
Add ability to hide imatrix details in llama-quantize (#329)
Kawrakow
2025-04-14 19:41:31 +02:00 -
028e0cfa19
Add ability to hide imatrix details in llama-quantize (#329)
Kawrakow
2025-04-14 19:41:31 +02:00 -
8bff04c9d6
Use stripped tensor name, not src0->name
ik/imatrix_lsim
Iwan Kawrakow
2025-04-14 19:00:06 +03:00 -
4ed6076940
Add ability to hide imatrix details in llama-quantize
ik/hide_imatrix
Iwan Kawrakow
2025-04-14 16:36:57 +03:00 -
a891d49d59
imatrix: separate metric for attention and ffn importance
Iwan Kawrakow
2025-04-14 16:26:31 +03:00 -
02629c9ab9
imatrix: collect layer influence statiscs also for the last layer
Iwan Kawrakow
2025-04-14 11:48:28 +03:00 -
34be9d8d57
imatrix: collect layer influence statistics
Iwan Kawrakow
2025-04-14 10:03:39 +03:00