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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
-
634da2f0c9
Zen4: Faster PP for IQ2_KS, IQ4_KS, IQ5_KS (#428)
Kawrakow
2025-05-17 10:42:33 +03:00 -
c35a383bcd
Zen4: Faster PP for IQ2_KS, IQ4_KS, IQ5_KS (#428)
Kawrakow
2025-05-17 10:42:33 +03:00 -
d7ebb3eae4
Zen4: faster PP for iq2_ks
ik/zen4_faster_iq4ks_iq5ks
Iwan Kawrakow
2025-05-17 10:22:38 +03:00 -
2f557a0fd6
Zen4: faster PP for iq4_ks and iq5_ks
Iwan Kawrakow
2025-05-17 09:48:11 +03:00 -
db111c91ee
IQ5_KS_R4: row-interleaved IQ5_KS (#426)
Kawrakow
2025-05-17 08:57:26 +03:00 -
7abdf2b099
IQ5_KS_R4: row-interleaved IQ5_KS (#426)
Kawrakow
2025-05-17 08:57:26 +03:00 -
9dd452d4cb
Fix iq5_ks on NEON
ik/iq5_ks_r4
Iwan Kawrakow
2025-05-16 10:15:17 +03:00 -
2881f5fd7c
iq5_ks_r4: NEON
Iwan Kawrakow
2025-05-16 08:49:21 +03:00 -
2b040aef21
iq5_ks_r4: AVX2 works
Iwan Kawrakow
2025-05-15 20:03:13 +03:00 -
25ce0f0372
iq5_ks_r4: Zen4 works
Iwan Kawrakow
2025-05-15 19:45:42 +03:00 -
48ebde8b8b
iq5_ks_r4: basics
Iwan Kawrakow
2025-05-15 18:39:38 +03:00 -
e31ba05fcd
Fix AVX2 implementation of IQ4_K, IQ4_KS, IQ5_K, IQ6_K (#427)
Kawrakow
2025-05-16 17:25:15 +03:00 -
134d548173
Fix AVX2 implementation of IQ4_K, IQ4_KS, IQ5_K, IQ6_K (#427)
Kawrakow
2025-05-16 17:25:15 +03:00 -
177dd173d6
Fix IQ6_K on AVX2
ik/fix_iq4k_avx2
Iwan Kawrakow
2025-05-16 16:49:26 +03:00 -
2b6c050cca
Fix IQ5_K on AVX2
Iwan Kawrakow
2025-05-16 16:14:34 +03:00 -
1ddbcd3106
Fix IQ4_KS on AVX2
Iwan Kawrakow
2025-05-16 15:47:02 +03:00 -
2fe2630b7d
Fix IQ4_K on AVX2
Iwan Kawrakow
2025-05-16 14:57:28 +03:00 -
06532ebd0e
Adding forgotten template instance for iq5_ks (#424)
Kawrakow
2025-05-15 16:50:15 +03:00 -
34ae71c4d7
Adding forgotten template instance for iq5_ks (#424)
Kawrakow
2025-05-15 16:50:15 +03:00 -
349a697654
Adding forgotten template instance for iq5_ks
ik/add_missing_mmq_iq5ks
Iwan Kawrakow
2025-05-15 16:48:20 +03:00 -
90e53a0b8b
Adding IQ5_KS - 5.25 bpw quants (#422)
Kawrakow
2025-05-15 16:02:39 +03:00 -
3d92d7f802
Adding IQ5_KS - 5.25 bpw quants (#422)
Kawrakow
2025-05-15 16:02:39 +03:00 -
a7ceba3dc6
iq5_ks: Metal dot product
ik/iq5_ks
Iwan Kawrakow
2025-05-15 15:48:29 +03:00 -
cf93e69f0f
iq5_ks: Metal dequantize
Iwan Kawrakow
2025-05-15 15:10:58 +03:00 -
b8db611a92
iq5_ks: NEON
Iwan Kawrakow
2025-05-15 13:56:00 +03:00 -
e2ecb1a0a3
iq5_ks: AVX2
Iwan Kawrakow
2025-05-15 13:35:36 +03:00 -
65b9d3302e
iq5_ks: Zen4
Iwan Kawrakow
2025-05-15 12:34:20 +03:00 -
f0355f2522
iq5_ks: MMQ works
Iwan Kawrakow
2025-05-15 11:44:32 +03:00 -
31ecbaa478
iq5_ks: dot product works on CUDA
Iwan Kawrakow
2025-05-15 10:42:07 +03:00 -
ecfbaba74b
iq5_ks: CUDA dequantize works
Iwan Kawrakow
2025-05-15 10:22:18 +03:00 -
d6eb80d9ee
iq5_ks: quantize
Iwan Kawrakow
2025-05-15 09:44:37 +03:00 -
560820cdb4
iq5_ks: basics
Iwan Kawrakow
2025-05-15 09:38:23 +03:00 -
17d721820a
Fix standard attention on the CPU (#421)
Kawrakow
2025-05-15 08:43:39 +03:00 -
3f8c865b92
Fix standard attention on the CPU (#421)
Kawrakow
2025-05-15 08:43:39 +03:00 -
ab6077718f
Fix standard attention on the CPU
ik/fix_standard_attention_cpu
Iwan Kawrakow
2025-05-15 08:40:47 +03:00 -
5e31a7df43
CUDA: quantized GEMM for for IQ2_KS, IQ2_K, IQ3_K (#418)
Kawrakow
2025-05-15 08:15:08 +03:00 -
14ed9fb44d
CUDA: quantized GEMM for for IQ2_KS, IQ2_K, IQ3_K (#418)
Kawrakow
2025-05-15 08:15:08 +03:00 -
217905c8b3
Fix iq2_ks
ik/cuda_mmq_iq2_k
Iwan Kawrakow
2025-05-14 19:03:54 +03:00 -
f069a57817
MMQ for iq2_ks
Iwan Kawrakow
2025-05-14 18:41:42 +03:00 -
1aceccae35
MMQ for iq3_k
Iwan Kawrakow
2025-05-14 17:06:27 +03:00 -
b44eaaa145
This works
Iwan Kawrakow
2025-05-14 16:09:15 +03:00 -
92b765dc64
MMQ for iq2_k
Iwan Kawrakow
2025-05-14 15:47:37 +03:00 -
51db1bf2d2
CUDA: quantized GEMM for for IQ4_K, IQ5_K, IQ6_K (#417)
Kawrakow
2025-05-14 14:04:11 +03:00 -
0435b68e6d
CUDA: quantized GEMM for for IQ4_K, IQ5_K, IQ6_K (#417)
Kawrakow
2025-05-14 14:04:11 +03:00 -
d91316e475
MMQ for iq6_k
ik/cuda_mmq_iq4_k
Iwan Kawrakow
2025-05-14 12:34:22 +03:00 -
0bdbf33184
MMQ for iq5_k: slightly faster
Iwan Kawrakow
2025-05-14 12:07:32 +03:00 -
775b9091cb
Cleanup
Iwan Kawrakow
2025-05-14 11:53:11 +03:00 -
7ec38dab8a
MMQ for iq5_k
Iwan Kawrakow
2025-05-14 11:28:01 +03:00 -
5376413185
MMQ for iq4_k: working now
Iwan Kawrakow
2025-05-14 08:16:57 +03:00 -
f7802849b4
MMQ for iq4_k: WIP (not working)
Iwan Kawrakow
2025-05-09 18:28:24 +03:00 -
fba62d61c0
Fix SER (CUDA) (#416)
Kawrakow
2025-05-14 07:29:28 +03:00 -
b90d6ede2e
Fix SER (CUDA) (#416)
Kawrakow
2025-05-14 07:29:28 +03:00 -
79bdbbb3c0
This seems to work
ik/fix_ser_cuda
Iwan Kawrakow
2025-05-13 20:01:54 +03:00 -
e78e7f5e6e
This seems to fix it.
Iwan Kawrakow
2025-05-13 17:10:05 +03:00 -
564cbbaa7a
Cleanup
Iwan Kawrakow
2025-05-13 15:04:37 +03:00 -
c5b914ad4f
Fixing SER bugs
Iwan Kawrakow
2025-05-13 14:55:57 +03:00 -
d002b9b4a0
Fix SER (CPU) (#415)
Kawrakow
2025-05-13 17:55:04 +03:00 -
13740622e9
Fix SER (CPU) (#415)
Kawrakow
2025-05-13 17:55:04 +03:00 -
4071472bdc
Fix imatrix calculation for MLA models (#411)
Kawrakow
2025-05-13 17:53:38 +03:00 -
0c57f84dc4
Fix imatrix calculation for MLA models (#411)
Kawrakow
2025-05-13 17:53:38 +03:00 -
86dbdea6fc
Better CPU FA performance for DeepSeek-Lite (#410)
Kawrakow
2025-05-13 17:53:20 +03:00 -
553c08b6b4
Better CPU FA performance for DeepSeek-Lite (#410)
Kawrakow
2025-05-13 17:53:20 +03:00 -
2c18ef1400
Cleanup
ik/fix_ser
Iwan Kawrakow
2025-05-13 15:04:37 +03:00 -
10ae78e08a
Fixing SER bugs
Iwan Kawrakow
2025-05-13 14:55:57 +03:00 -
537f72f9cc
Update README.md
Kawrakow
2025-05-12 15:48:37 +03:00 -
4ba6bbb44a
Update README.md
Kawrakow
2025-05-12 15:48:37 +03:00 -
be1d5c4b7e
Fix new CUDA FA on Touring (#413)
Kawrakow
2025-05-12 15:09:33 +03:00 -
627f406437
Fix new CUDA FA on Touring (#413)
Kawrakow
2025-05-12 15:09:33 +03:00 -
d2362176df
Fix new CUDA FA on Touring
ik/fix_412
Iwan Kawrakow
2025-05-12 15:01:35 +03:00 -
902024a64c
Fix imatrix calculation for MLA models
ik/fix_mla_imatrix
Iwan Kawrakow
2025-05-12 13:20:22 +03:00 -
83dab6a7ce
It must be like this
ik/cpu_deepseek_fa
Iwan Kawrakow
2025-05-12 10:19:28 +03:00 -
7b120637d9
Better CPU FA performance for DeepSeek-Lite
Iwan Kawrakow
2025-05-12 09:25:48 +03:00 -
ceb8f513e4
Add batch warmup to sweep-bench (#375)
Kawrakow
2025-05-12 07:50:26 +03:00 -
1d2da7feae
Add batch warmup to sweep-bench (#375)
Kawrakow
2025-05-12 07:50:26 +03:00 -
2e585d4508
Enable faster prompt processing with mainline llama.cpp GGUFs (#409)
Kawrakow
2025-05-12 07:49:51 +03:00 -
f27cd40542
Enable faster prompt processing with mainline llama.cpp GGUFs (#409)
Kawrakow
2025-05-12 07:49:51 +03:00 -
0c02e16a39
Faster DeepSeek FA on CUDA (#408)
Kawrakow
2025-05-12 07:49:00 +03:00 -
465569dff8
Faster DeepSeek FA on CUDA (#408)
Kawrakow
2025-05-12 07:49:00 +03:00 -
aa8ec5dfa6
GPU offload policy (#405)
Kawrakow
2025-05-12 07:47:46 +03:00 -
8669c3db2b
GPU offload policy (#405)
Kawrakow
2025-05-12 07:47:46 +03:00 -
999d991152
Add newly created tensors to model.tensors_by_name
ik/enable_mla3_in_crippled_ggufs
Iwan Kawrakow
2025-05-11 18:03:22 +03:00 -
bf12612941
Enable MLA-3 in crippled GGUFs: seems to work
Iwan Kawrakow
2025-05-11 16:49:40 +03:00 -
8ee5008f7e
Enable MLA-3 in crippled GGUFs: WIP
Iwan Kawrakow
2025-05-11 14:18:24 +03:00 -
8f7bd74afb
Revert "Fix race in the CUDA DeepSeek FA kernel (#406)"
Kawrakow
2025-05-11 12:22:19 +03:00 -
504fb890d9
Revert "Fix race in the CUDA DeepSeek FA kernel (#406)"
Iwan Kawrakow
2025-05-11 12:22:19 +03:00 -
d7008ad52d
constexpr and minor changes
ik/cuda_flash_mla3_v2
Iwan Kawrakow
2025-05-11 11:21:51 +03:00 -
d1601d463b
Rearrange MLA K cache so it first new CUDA FA implementation
Iwan Kawrakow
2025-05-11 10:48:26 +03:00 -
130cdf2715
New DeepSeek FlashMLA
Iwan Kawrakow
2025-05-11 09:58:03 +03:00 -
0abcf0749e
Fix race in the CUDA DeepSeek FA kernel (#406)
Kawrakow
2025-05-11 08:12:47 +03:00 -
36e6e888b7
Fix race in the CUDA DeepSeek FA kernel (#406)
Kawrakow
2025-05-11 08:12:47 +03:00 -
2f32589b8e
Fix race in the CUDA DeepSeek FA kernel
ik/fix_cuda_fa_race
Iwan Kawrakow
2025-05-11 08:03:10 +03:00 -
154a195f75
Minor
ik/offload_policy
Iwan Kawrakow
2025-05-10 19:07:02 +03:00 -
3a671301f8
Adding GPU offload policy
Iwan Kawrakow
2025-05-10 18:59:46 +03:00 -
a961f41762
TG improvements for MoE models (#404)
Kawrakow
2025-05-10 18:52:54 +03:00 -
a2d24c97e5
TG improvements for MoE models (#404)
Kawrakow
2025-05-10 18:52:54 +03:00 -
c4e1c2c905
CUDA: fix TG with SER
ik/remove_unnessessary_ids_copy
Iwan Kawrakow
2025-05-10 11:06:48 +03:00 -
b38112028e
CPU: fix get_rows when SER is used
Iwan Kawrakow
2025-05-10 10:18:33 +03:00 -
10557832b1
cuda: Remove unnecessary device to host copy of row ids
Iwan Kawrakow
2025-05-10 09:49:08 +03:00 -
47fa8380c6
Handle incompatible DeepSeek GGUFs (#394)
Kawrakow
2025-05-09 22:00:40 +03:00 -
43a154d8b8
Handle incompatible DeepSeek GGUFs (#394)
Kawrakow
2025-05-09 22:00:40 +03:00