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ik/refactor_iqk
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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_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_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
-
0383dfb177
CUDA: set current device in compute_forward (#1039)
Kawrakow
2025-12-05 16:47:50 +01:00 -
e741ec8a5d
CUDA: Fix FA for Pascal GPU (#1036)
firecoperana
2025-12-05 09:42:14 -06:00 -
42e4c61243
CUDA: Fix FA for Pascal GPU (#1036)
firecoperana
2025-12-05 09:42:14 -06:00 -
b18f658a7d
CUDA: set current device in compute_forward
ik/cuda_set_device
Kawrakow
2025-12-05 15:40:48 +00:00 -
f4def9b300
Don't split the output tensor (#1038)
Kawrakow
2025-12-05 15:56:53 +01:00 -
2125f68636
Don't split the output tensor (#1038)
Kawrakow
2025-12-05 15:56:53 +01:00 -
ed8a3d8e3d
Don't split the output tensor
ik/dont_split_output
Kawrakow
2025-12-05 13:16:11 +00:00 -
b43801a2d2
Fix debug build (#1037)
Kawrakow
2025-12-05 14:06:22 +01:00 -
9264abfbaf
Fix debug build (#1037)
ik/fix_debug_build
Kawrakow
2025-12-05 14:06:22 +01:00 -
b715342e82
K-cache Hadamard transforms (CUDA) (#1034)
Kawrakow
2025-12-04 18:46:22 +01:00 -
efc8c8ef8d
K-cache Hadamard transforms (CUDA) (#1034)
Kawrakow
2025-12-04 18:46:22 +01:00 -
c374b221b6
Mistral3-large
ik/mistral3_large
Iwan Kawrakow
2025-12-04 18:05:40 +02:00 -
6387a5800a
Minor
ik/k_cache_hadamard_cuda
Kawrakow
2025-12-04 05:47:48 +00:00 -
180b3f0a40
Hadamard transforms for K-cache on CUDA
Kawrakow
2025-12-03 19:14:05 +00:00 -
658ced0abd
Hadamard transforms for K-cache - CPU only (#1033)
Kawrakow
2025-12-04 06:51:11 +01:00 -
18fdd80eaf
Hadamard transforms for K-cache - CPU only (#1033)
Kawrakow
2025-12-04 06:51:11 +01:00 -
9c17d5f176
WIP: Hadamard transforms for K-cache
ik/k_cache_hadamard
Kawrakow
2025-12-03 14:26:46 +00:00 -
08961718f3
Allow empty splits (#1029)
Kawrakow
2025-12-03 13:52:41 +01:00 -
0581f90c0f
Allow empty splits (#1029)
Kawrakow
2025-12-03 13:52:41 +01:00 -
bcb218102d
Use standard attention for Ministral3 (#1032)
Kawrakow
2025-12-03 13:43:31 +01:00 -
90f36eb517
Use standard attention for Ministral3 (#1032)
Kawrakow
2025-12-03 13:43:31 +01:00 -
ab19054a79
Use standard attention for Ministral3
ik/mistral3_std_attn
Kawrakow
2025-12-03 10:51:32 +00:00 -
74c56067b4
Fix bug in ggml_cuda_op_scale_tensor (#1031)
Kawrakow
2025-12-03 11:32:19 +01:00 -
7fbe8d3ac2
Fix bug in ggml_cuda_op_scale_tensor (#1031)
Kawrakow
2025-12-03 11:32:19 +01:00 -
c5f9a5c29a
Fix bug in ggml_cuda_op_scale_tensor
ik/fix_cuda_scale_bug
Kawrakow
2025-12-03 10:28:26 +00:00 -
fcc2df11df
Adding ministral3: this seems to work (#1030)
Kawrakow
2025-12-03 11:01:21 +01:00 -
cf20d0c756
Adding ministral3: this seems to work (#1030)
Kawrakow
2025-12-03 11:01:21 +01:00 -
84129f7eb6
Adding ministral3: this seems to work
ik/ministral3
Iwan Kawrakow
2025-12-03 11:41:44 +02:00 -
dde8028336
WIP: allocate graph
ik/graph_alloc
Kawrakow
2025-12-03 07:54:53 +00:00 -
b415e734e5
Fix also output
ik/allow_empty_splits
Kawrakow
2025-12-03 04:53:44 +00:00 -
de1614e753
Fix type, add additional asserts
Kawrakow
2025-12-03 04:44:23 +00:00 -
452c4e14d7
Allow empty splits
Kawrakow
2025-12-02 17:52:28 +00:00 -
40097e7e41
Slightly better graph split strategy (#1026)
Kawrakow
2025-12-02 18:50:52 +01:00 -
92410bbd1e
Slightly better graph split strategy (#1026)
Kawrakow
2025-12-02 18:50:52 +01:00 -
49ec5726d7
Is this better for multi-GPU and split mode "graph"?
ik/is_this_better_for_multi_gpu
Kawrakow
2025-12-02 08:44:46 +00:00 -
c4c266847f
Slightly better graph split strategy
ik/slightly_better_graph_split_strategy
Kawrakow
2025-12-02 08:18:55 +00:00 -
8e3041b263
POC: CUDA tensor parallel (MoE models) (#1022)
Kawrakow
2025-12-01 19:25:40 +01:00 -
a719349982
POC: CUDA tensor parallel (MoE models) (#1022)
Kawrakow
2025-12-01 19:25:40 +01:00 -
864b496831
Try to better distribute the splits
ik/poc_tp_glm4.5
Kawrakow
2025-12-01 13:18:56 +00:00 -
c51968b6d8
Split mode graph for qwen3moe
Kawrakow
2025-12-01 11:56:05 +00:00 -
63d0389e18
WIP split mode attn
Kawrakow
2025-12-01 09:34:14 +00:00 -
a8cb1860b3
Guards against using merge_qkv with split mode "graph"
Kawrakow
2025-12-01 07:11:54 +00:00 -
ee0f02dcb0
Guarad against using split mode "graph" for unsupported models
Kawrakow
2025-12-01 06:39:17 +00:00 -
a27904877a
Minor
Kawrakow
2025-11-30 16:56:47 +00:00 -
eb9882407f
Better
Kawrakow
2025-11-30 16:12:20 +00:00 -
4fe175b555
Row-interleaved quants work
Kawrakow
2025-11-30 08:02:48 +00:00 -
bbb1b1da6c
Slightly better
Kawrakow
2025-11-30 07:51:34 +00:00 -
c37c1bdc33
Slightly better
Kawrakow
2025-11-30 06:50:03 +00:00 -
bfbfac0f1b
This works but is slow
Kawrakow
2025-11-30 06:38:18 +00:00 -
072020a678
WIP tensor overrides
Kawrakow
2025-11-29 17:37:27 +00:00 -
663a9ccbbf
Remove more split mode row remnants
Kawrakow
2025-11-29 14:00:58 +00:00 -
bf2a1dad98
Make graph reuse work with split mode graph
Kawrakow
2025-11-29 09:17:07 +00:00 -
abc5bd6e74
Work around compiler bug
Kawrakow
2025-11-29 07:08:50 +00:00 -
9e1d14f9c3
WIP GLM4.5 - this works
Kawrakow
2025-11-28 15:05:01 +00:00 -
43f644e482
WIP GLM4.5 - runs with wrong results
Kawrakow
2025-11-28 14:09:24 +00:00 -
f218e16e17
Leave FFN partial results as f16
Kawrakow
2025-11-28 07:25:20 +00:00 -
ceaa71bcc8
Rename split mode "row" to split mode "graph"
Kawrakow
2025-11-27 15:11:33 +00:00 -
d8d9c7bdca
This results in faster PP.
Kawrakow
2025-11-27 14:46:19 +00:00 -
e7d897e26f
Allow for f16 source in fused_rms_norm
Kawrakow
2025-11-27 14:45:35 +00:00 -
094b51d5ae
Make it work with partial offload
Kawrakow
2025-11-27 07:55:21 +00:00 -
5305590f04
Show memory used per device
Kawrakow
2025-11-27 06:35:26 +00:00 -
7d84dca29e
Fix attn split
Kawrakow
2025-11-27 05:03:52 +00:00 -
52a7cbe482
Playing games with the scheduler
Kawrakow
2025-11-26 20:34:37 +00:00 -
4bcfb40711
This is slightly better
Kawrakow
2025-11-26 17:18:28 +00:00 -
97143330a1
This works, but it is slow
Kawrakow
2025-11-26 15:50:46 +00:00 -
4303587f1c
WIP
Kawrakow
2025-11-26 12:11:27 +00:00 -
5d68e4eb35
WIP: it runs with wrong result
Kawrakow
2025-11-26 09:27:12 +00:00 -
bc4be331ee
WIP: also allocate the KV cache using tensor split
Kawrakow
2025-11-25 15:30:37 +00:00 -
32c6df015b
WIP
Kawrakow
2025-11-25 14:51:33 +00:00 -
5ea430aaa4
Remove most of split mode row
Kawrakow
2025-11-24 09:45:34 +02:00 -
507f3a4d14
Fix build with RPC not enabled (#1025)
Kawrakow
2025-11-30 19:04:54 +01:00 -
02b717c8c6
Fix build with RPC not enabled (#1025)
Kawrakow
2025-11-30 19:04:54 +01:00 -
598e8e7d5f
Fix build with RPC not enabled
ik/fix_rpc_off2
Iwan Kawrakow
2025-11-30 20:01:51 +02:00 -
15771072c7
RPC: support multiple devices including cpu (#1024)
firecoperana
2025-11-30 11:48:02 -06:00 -
e89064e657
RPC: support multiple devices including cpu (#1024)
firecoperana
2025-11-30 11:48:02 -06:00 -
1cad1ec1cc
Update grammar (#1023)
firecoperana
2025-11-30 11:45:38 -06:00 -
52adcf1e90
Update grammar (#1023)
firecoperana
2025-11-30 11:45:38 -06:00 -
869557c8fd
Update mtmd to improve accuracy of M-RoPE (#993)
firecoperana
2025-11-29 00:27:15 -06:00 -
0a3e1d1449
Update mtmd to improve accuracy of M-RoPE (#993)
firecoperana
2025-11-29 00:27:15 -06:00 -
d24ea9e48e
server : add Anthropic Messages API support (#1012)
hksdpc255
2025-11-29 17:24:59 +11:00 -
e7ecdb8f0d
server : add Anthropic Messages API support (#1012)
hksdpc255
2025-11-29 17:24:59 +11:00 -
ec45020e37
Leave FFN partial results as f16
ik/poc_tp
Kawrakow
2025-11-28 07:25:20 +00:00 -
259718f8cb
Rename split mode "row" to split mode "graph"
Kawrakow
2025-11-27 15:11:33 +00:00 -
0b76f23334
This results in faster PP.
Kawrakow
2025-11-27 14:46:19 +00:00 -
ed67bcbb2a
Allow for f16 source in fused_rms_norm
Kawrakow
2025-11-27 14:45:35 +00:00 -
fbbac10872
Make it work with partial offload
Kawrakow
2025-11-27 07:55:21 +00:00 -
59ab4ec151
Show memory used per device
Kawrakow
2025-11-27 06:35:26 +00:00 -
0e00db8acb
Fix attn split
Kawrakow
2025-11-27 05:03:52 +00:00 -
c9e129b3db
Playing games with the scheduler
Kawrakow
2025-11-26 20:34:37 +00:00 -
929f328c77
This is slightly better
Kawrakow
2025-11-26 17:18:28 +00:00 -
7376d1c6eb
This works, but it is slow
Kawrakow
2025-11-26 15:50:46 +00:00 -
b6f00ada65
WIP
Kawrakow
2025-11-26 12:11:27 +00:00 -
b703d00edc
WIP: it runs with wrong result
Kawrakow
2025-11-26 09:27:12 +00:00 -
93cdd71673
WIP: also allocate the KV cache using tensor split
Kawrakow
2025-11-25 15:30:37 +00:00 -
135fc5f4c1
WIP
Kawrakow
2025-11-25 14:51:33 +00:00 -
df8704ca78
Remove most of split mode row
Kawrakow
2025-11-24 09:45:34 +02:00 -
bcdd3031d8
Attempt to fix #1014 (#1017)
Kawrakow
2025-11-27 15:58:18 +01:00 -
d6daee337c
Attempt to fix #1014 (#1017)
Kawrakow
2025-11-27 15:58:18 +01:00 -
4c4c84ba7f
Attempt to fix #1014
ik/try_fix_1014
Iwan Kawrakow
2025-11-27 11:11:23 +02:00 -
e60f71887b
Fix llama-bench mla parameter (#1016)
Kawrakow
2025-11-27 09:33:30 +01:00