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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
-
9932e6b102
Fix gemma3 vision (#803)
Kawrakow
2025-09-27 11:15:32 +02:00 -
3d4977cb6e
Fix gemma3 vision (#803)
Kawrakow
2025-09-27 11:15:32 +02:00 -
a438096765
Remove unnecessary assert in im2col (CPU)
ik/fix_gemma3_vision
Iwan Kawrakow
2025-09-27 12:11:33 +03:00 -
f4360e3aca
Remove unnecessary assert in im2col
Iwan Kawrakow
2025-09-27 12:07:47 +03:00 -
e2f21c8dc8
Move minja and nlohmann/json to vendor (#802)
Kawrakow
2025-09-27 09:12:35 +02:00 -
95780cddc9
Move minja and nlohmann/json to vendor (#802)
Kawrakow
2025-09-27 09:12:35 +02:00 -
54375a5587
Move minja and nlohmann/json to vendor
ik/vendor
Iwan Kawrakow
2025-09-27 10:11:03 +03:00 -
346f580267
Remove stb_image.h copy in common - it is now in vendor (#801)
Kawrakow
2025-09-27 08:55:42 +02:00 -
5064ff8a54
Remove stb_image.h copy in common - it is now in vendor (#801)
Kawrakow
2025-09-27 08:55:42 +02:00 -
40c05459c3
Remove stb_image.h copy in common - it is now in vendor
ik/dedup_stb_image
Iwan Kawrakow
2025-09-27 09:52:58 +03:00 -
c1a0e15377
Port mdmd from mainline + Qwen2/2.5-VL support (#798)
Kawrakow
2025-09-27 08:45:29 +02:00 -
87e4762720
Port mdmd from mainline + Qwen2/2.5-VL support (#798)
Kawrakow
2025-09-27 08:45:29 +02:00 -
7d8d232896
sync: vendor (#799)
firecoperana
2025-09-26 11:22:47 -05:00 -
367654f99e
sync: vendor (#799)
firecoperana
2025-09-26 11:22:47 -05:00 -
be7eb79d44
Add mtmd: this fixes gibberish on second image
ik/add_mtmd
Iwan Kawrakow
2025-09-26 18:25:47 +03:00 -
f62995283d
LOG stuff
Iwan Kawrakow
2025-09-26 12:52:52 +03:00 -
e3e572fe6f
Fix new/free mismatch
Iwan Kawrakow
2025-09-26 12:52:25 +03:00 -
09b3381976
Fix typo
Iwan Kawrakow
2025-09-26 12:52:04 +03:00 -
7e6a1fd912
GLU, not GPU
Iwan Kawrakow
2025-09-26 11:20:05 +03:00 -
dbcc01bc43
Add mtmd: do not attempt to load a GPU backend if none are available
Iwan Kawrakow
2025-09-26 09:08:48 +03:00 -
042f595632
Add mtmd: use LOG_TEE so generated tokens show up in terminal
Iwan Kawrakow
2025-09-26 08:46:42 +03:00 -
e7ddefc9c5
Add mtmd: fix swiglu
Iwan Kawrakow
2025-09-26 08:39:18 +03:00 -
933b99cbd8
Add mtmd: Qwen2.5-VL text seems to work with this change
Iwan Kawrakow
2025-09-26 06:32:55 +03:00 -
f2a094d92d
Add mtmd: add Qwen2-VL
Iwan Kawrakow
2025-09-25 20:09:46 +03:00 -
ae9ac97246
Add mtmd: refresh CUDA rope
Iwan Kawrakow
2025-09-25 18:57:35 +03:00 -
293a59d4f1
Add mtmd: refresh CPU rope
Iwan Kawrakow
2025-09-25 18:49:25 +03:00 -
879201c26d
Add CUDA implementation for GGML_OP_CONV_2D and GGML_OP_CONV_2D_DW
Iwan Kawrakow
2025-09-25 18:29:52 +03:00 -
8732eebc94
Add CPU implementation for GGML_OP_CONV_2D and GGML_OP_CONV_2D_DW
Iwan Kawrakow
2025-09-25 18:20:27 +03:00 -
292c934ac8
Add CUDA implementation for GGML_OP_GLU
Iwan Kawrakow
2025-09-25 17:22:58 +03:00 -
c86dadd09f
Add CPU implementation for GGML_OP_GLU
Iwan Kawrakow
2025-09-25 16:23:46 +03:00 -
24618e301b
Add mtmd: builds successfully
Iwan Kawrakow
2025-09-25 15:40:46 +03:00 -
6b0c8e02a8
Add mtmd: clip.cpp compiles
Iwan Kawrakow
2025-09-25 13:23:13 +03:00 -
59133173fa
Add mtmd: clip initialization compiles
Iwan Kawrakow
2025-09-25 11:22:19 +03:00 -
31a9ddb658
Add mtmd: mtmd.cpp compiles
Iwan Kawrakow
2025-09-25 09:37:35 +03:00 -
7829a6024a
Add mtmd: the beginning
Iwan Kawrakow
2025-09-25 08:51:06 +03:00 -
bc34573356
CPU: faster FA (#797)
Kawrakow
2025-09-26 09:00:25 +02:00 -
c108e4b7c9
CPU: faster FA (#797)
Kawrakow
2025-09-26 09:00:25 +02:00 -
4f9b0ec4f0
Fix logprobs (#787)
Yap Sok Ann
2025-09-25 20:43:30 +07:00 -
6bb76b142d
Fix logprobs (#787)
Yap Sok Ann
2025-09-25 20:43:30 +07:00 -
11621fe433
Avoid computing FA chunks where the mask is -infinity also for f16/bf16
ik/better_fa_masking
Iwan Kawrakow
2025-09-24 17:23:40 +03:00 -
5a4dfb5aa1
Avoid computing FA chunks where the mask is -infinity
Iwan Kawrakow
2025-09-24 16:55:25 +03:00 -
f8b66238fa
Fused matrix multiplications (CUDA and CPU) (#796)
Kawrakow
2025-09-24 16:52:54 +02:00 -
8e497e704e
Fused matrix multiplications (CUDA and CPU) (#796)
Kawrakow
2025-09-24 16:52:54 +02:00 -
9c6988f61c
Fix dequantization when requantizing (#795)
Kawrakow
2025-09-24 12:44:30 +02:00 -
0d1bbde1c4
Fix dequantization when requantizing (#795)
Kawrakow
2025-09-24 12:44:30 +02:00 -
08080356ab
Fix dequantization when requantizing
ik/fix_dequantize_when_requantizing
Iwan Kawrakow
2025-09-24 11:44:33 +03:00 -
15dfadccae
Revert timing on committed by mistake
ik/fuse_qkv
Iwan Kawrakow
2025-09-24 11:00:37 +03:00 -
fc719f0a4e
This is not needed
Iwan Kawrakow
2025-09-24 10:59:51 +03:00 -
44559ba4ee
Use llm_build_mul_mat_qkv
Iwan Kawrakow
2025-08-31 09:42:02 +03:00 -
ff4f403231
Doesn't do much on the GPU either
Iwan Kawrakow
2025-08-31 08:48:51 +03:00 -
cef57a6b13
Quick attempt to fuse the Q, K, V GEMMs
Iwan Kawrakow
2025-08-30 13:48:50 +03:00 -
f59b2909d4
cpu: fused softmax+topk (#794)
Kawrakow
2025-09-24 09:02:21 +02:00 -
cde2eb5e95
cpu: fused softmax+topk (#794)
Kawrakow
2025-09-24 09:02:21 +02:00 -
17f7f1ed18
Update webui to handle reasoning content and include usage stats in server only when requested (#791)
firecoperana
2025-09-24 00:45:09 -05:00 -
09db3a494f
Update webui to handle reasoning content and include usage stats in server only when requested (#791)
firecoperana
2025-09-24 00:45:09 -05:00 -
08d116cd02
Cleanup
ik/cpu_topk_moe
Iwan Kawrakow
2025-09-24 08:30:26 +03:00 -
f649c55ef3
cpu: fused softmax+topk
Iwan Kawrakow
2025-09-23 20:27:22 +03:00 -
8b4208e789
Fix #772 (#790)
Kawrakow
2025-09-23 16:43:02 +02:00 -
45afaf3391
Fix #772 (#790)
Kawrakow
2025-09-23 16:43:02 +02:00 -
079231c291
model : add grok-2 support (#782)
firecoperana
2025-09-23 09:31:01 -05:00 -
8cd2d7ccd7
model : add grok-2 support (#782)
firecoperana
2025-09-23 09:31:01 -05:00 -
0a70ca0bc0
Fix #772
ik/try_fix_772
Iwan Kawrakow
2025-09-23 17:25:47 +03:00 -
4591e83825
cuda: fused top_k+softmax as used in most MoE models (#789)
Kawrakow
2025-09-23 13:45:57 +02:00 -
18f04350e9
cuda: fused top_k+softmax as used in most MoE models (#789)
Kawrakow
2025-09-23 13:45:57 +02:00 -
3132dd368f
cuda: fused top_k+softmax as used in most MoE models
ik/cuda_topk_moe
Iwan Kawrakow
2025-09-23 13:59:44 +03:00 -
af5f2859c2
Fix compiler warnings (#788)
Kawrakow
2025-09-23 10:30:15 +02:00 -
64e357c327
Fix compiler warnings (#788)
Kawrakow
2025-09-23 10:30:15 +02:00 -
8794a2fecd
Fix compiler warnings
ik/fix_compiler_warnings
Iwan Kawrakow
2025-09-23 11:28:52 +03:00 -
a6da22beb2
Deepseek V3.1 native tool calling support (OpenAI Style) (#771)
firecoperana
2025-09-13 00:51:40 -05:00 -
6d2e7ca42d
Deepseek V3.1 native tool calling support (OpenAI Style) (#771)
firecoperana
2025-09-13 00:51:40 -05:00 -
de97c33b40
fix convert error for ernie 4.5 (#774)
firecoperana
2025-09-11 00:59:24 -05:00 -
0ce2f93581
fix convert error for ernie 4.5 (#774)
firecoperana
2025-09-11 00:59:24 -05:00 -
8403308d8e
fix v1 completions streaming mode (#768)
firecoperana
2025-09-09 08:38:12 -05:00 -
d323871ba9
fix v1 completions streaming mode (#768)
firecoperana
2025-09-09 08:38:12 -05:00 -
540a26514f
This is very slightly better (#762)
Kawrakow
2025-09-05 21:31:02 +02:00 -
c519d4177b
This is very slightly better (#762)
Kawrakow
2025-09-05 21:31:02 +02:00 -
3a6ebc7764
This is very slightly better
ik/ooae2
Iwan Kawrakow
2025-09-05 10:25:41 +03:00 -
f74dd77143
Fix ggml_is_contiguously_allocated (#764)
Kawrakow
2025-09-05 19:05:02 +02:00 -
c15f8ac508
Fix ggml_is_contiguously_allocated (#764)
Kawrakow
2025-09-05 19:05:02 +02:00 -
4b66e9234c
Fix ggml_is_contiguously_allocated
ik/fix_contiguously_allocated
Iwan Kawrakow
2025-09-05 20:01:27 +03:00 -
426032c27a
Add Ernie 4.5 MOE and 0.3B Support (#759)
firecoperana
2025-09-05 04:54:35 -05:00 -
33e071201f
Add Ernie 4.5 MOE and 0.3B Support (#759)
firecoperana
2025-09-05 04:54:35 -05:00 -
49979ba9e9
llama: enable K-shift for quantized KV cache for cuda (#760)
firecoperana
2025-09-05 04:54:18 -05:00 -
cec8b70a7e
llama: enable K-shift for quantized KV cache for cuda (#760)
firecoperana
2025-09-05 04:54:18 -05:00 -
13c3b6412e
Offload only activated experts to the GPU (#698)
Kawrakow
2025-09-04 12:22:30 +02:00 -
0c15494c30
Offload only activated experts to the GPU (#698)
Kawrakow
2025-09-04 12:22:30 +02:00 -
144d456717
Better CPU SWA (#757)
Kawrakow
2025-09-04 11:58:16 +02:00 -
06cc7c6894
Better CPU SWA (#757)
Kawrakow
2025-09-04 11:58:16 +02:00 -
910a27ab9b
Better CPU SWA
ik/cpu_swa_v2
Iwan Kawrakow
2025-09-04 11:08:42 +03:00 -
4a6a6f17ee
Alternative CUDA FA for SWA models (#754)
Kawrakow
2025-09-04 08:42:18 +02:00 -
f5e68bf8b6
Alternative CUDA FA for SWA models (#754)
Kawrakow
2025-09-04 08:42:18 +02:00 -
b02e137f60
This is slightly better
ik/cuda_swa3
Iwan Kawrakow
2025-09-04 09:06:31 +03:00 -
bf0b5088e0
f32 vec kernel
Iwan Kawrakow
2025-09-03 14:52:32 +03:00 -
2a09cd1c08
Need also this
Iwan Kawrakow
2025-09-03 13:58:11 +03:00 -
d858286847
Using vec kernel when we have SWA
Iwan Kawrakow
2025-09-03 13:45:36 +03:00 -
3c43f9dc7d
Add a command line argument
ik/sched_copy_experts
Iwan Kawrakow
2025-09-02 18:58:34 +03:00 -
9ef79d3073
Log out of bounds access details
Iwan Kawrakow
2025-08-16 17:48:52 +03:00 -
15911fa35c
Do not recalculate activated expers for fused up/gate
Iwan Kawrakow
2025-08-16 14:05:15 +03:00 -
5951266711
This seems to do the trick for -fmoe
Iwan Kawrakow
2025-08-16 13:54:31 +03:00 -
160fe837dc
Offload only activated experts
Iwan Kawrakow
2025-08-16 13:06:17 +03:00