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ik/is_this_better_for_multi_gpu
ik/issue_214
ik/issue_217
ik/issue_224
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ik/k_cache_hadamard_cuda
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ik/merge_qkv
ik/merge_up_gate_exps_2
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ik/metal_bf16
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ik/non_contiguous_rope
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ik/qmix_tweaks
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ik/quantize_ffn_gate_inp
ik/quantize_q8k_avx2
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ik/qwen35moe
ik/qwen3_graph
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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
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ik/rename_4_8
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ik/repack_also_experts
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ik/sanitize_importance_iqk
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ik/skip_rowids_computation
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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/step35
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ik/try_fix_1201
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ik/try_fix_367
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ik/try_svd
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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_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_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
-
02676a999c
Better -no-fmoe TG on CUDA
ik/use_mmq_id_for_moe
Iwan Kawrakow
2025-11-08 16:13:14 +02:00 -
8f0fad3109
Also use it in the fused up+gate op
Iwan Kawrakow
2025-11-08 12:48:01 +02:00 -
675f36787d
Better
Iwan Kawrakow
2025-11-08 12:20:54 +02:00 -
b96d7df1d4
Use mmq_id in mul_mat_id
Iwan Kawrakow
2025-11-08 12:02:07 +02:00 -
54848a4c7e
Adapt to latest main
ik/fuse_kvcache_copy
Iwan Kawrakow
2025-11-07 09:19:45 +02:00 -
906a3bffd9
Fuse copies to K- and V-cache on CUDA
Iwan Kawrakow
2025-11-05 15:21:32 +02:00 -
3614c4f098
Adopt fix from mainline PR 17089 (#920)
Kawrakow
2025-11-08 07:44:20 +02:00 -
55576c93b2
Adopt fix from mainline PR 17089 (#920)
Kawrakow
2025-11-08 07:44:20 +02:00 -
fc31862add
Adopt fix from mainline PR 17089
ik/another_mmq_id_fix
Iwan Kawrakow
2025-11-08 07:41:28 +02:00 -
d0850dccc8
Disable add + fused_rms_norm fusion (#916)
Kawrakow
2025-11-07 19:38:18 +02:00 -
d62e8c51ed
Disable add + fused_rms_norm fusion (#916)
Kawrakow
2025-11-07 19:38:18 +02:00 -
1c31b25380
Fix PPL increase caused by mmq_id (#913)
Kawrakow
2025-11-07 18:58:09 +02:00 -
12b9902395
Fix PPL increase caused by mmq_id (#913)
Kawrakow
2025-11-07 18:58:09 +02:00 -
3549305b7a
Disable add + fused_rms_norm fusion
ik/disable_add_fused_rms
Iwan Kawrakow
2025-11-07 18:47:52 +02:00 -
f9a411e5db
More informative PPL readout line (#914)
Nexes the Elder
2025-11-07 15:41:24 +01:00 -
6a805c73b4
More informative PPL readout line (#914)
Nexes the Elder
2025-11-07 15:41:24 +01:00 -
e49cfff302
Fix PPL increase caused by mmq_id
ik/fix_mmq_id
Iwan Kawrakow
2025-11-07 13:56:24 +02:00 -
532a05e466
CUDA: set compute parameters via command line arguments (#910)
Kawrakow
2025-11-07 07:11:23 +02:00 -
9d0b834405
CUDA: set compute parameters via command line arguments (#910)
Kawrakow
2025-11-07 07:11:23 +02:00 -
49befdd4fb
Fix iqk_mul_mat when number of rows is not multiple of repack rows (#911)
Kawrakow
2025-11-06 19:07:46 +02:00 -
665434e5ec
Fix iqk_mul_mat when number of rows is not multiple of repack rows (#911)
Kawrakow
2025-11-06 19:07:46 +02:00 -
4fe0705abe
Fix iqk_mul_mat when number of rows is not multiple of repack rows
ik/fix_iqk_for_strange_numrows
Iwan Kawrakow
2025-11-06 19:00:25 +02:00 -
e15a215e6b
model : Port Minimax M2 from mainline (#907)
firecoperana
2025-11-06 16:09:24 +00:00 -
0378f38c27
model : Port Minimax M2 from mainline (#907)
firecoperana
2025-11-06 16:09:24 +00:00 -
06e9fcd4d8
Also llama-bench
ik/cuda_params
Iwan Kawrakow
2025-11-06 18:08:03 +02:00 -
ccabf5713d
cuda: set compute parameters via command line arguments
Iwan Kawrakow
2025-11-06 15:55:44 +02:00 -
66ef68bc14
Fix compiler warning
Kawrakow
2025-11-06 07:12:07 +02:00 -
575e2c2821
Fix compiler warning
Iwan Kawrakow
2025-11-06 07:12:07 +02:00 -
18f5a6caef
Bug fixes for completions and prompt caching in server (#906)
firecoperana
2025-11-06 05:10:51 +00:00 -
d0dfbf9771
Bug fixes for completions and prompt caching in server (#906)
firecoperana
2025-11-06 05:10:51 +00:00 -
50f95d7bf3
Disable CUDA fusion by default for now (#903)
Kawrakow
2025-11-05 10:58:12 +02:00 -
320fc606cd
Disable CUDA fusion by default for now (#903)
Kawrakow
2025-11-05 10:58:12 +02:00 -
bdfa4bbe29
Disable CUDA fusion by default for now
ik/disable_fusion_by_default
Iwan Kawrakow
2025-11-05 10:56:00 +02:00 -
cb30f8e057
Merge Q and K into a single tensor (#892)
Kawrakow
2025-11-05 10:54:36 +02:00 -
1a3aaa33c1
Merge Q and K into a single tensor (#892)
Kawrakow
2025-11-05 10:54:36 +02:00 -
e68f50be9a
Allow quantization of ffn_gate_inp (#896)
Kawrakow
2025-11-05 10:44:32 +02:00 -
abb966eba1
Allow quantization of ffn_gate_inp (#896)
Kawrakow
2025-11-05 10:44:32 +02:00 -
7978f04996
Add vision support in llama-server (#901)
firecoperana
2025-11-05 08:43:46 +00:00 -
15159a87d4
Add vision support in llama-server (#901)
firecoperana
2025-11-05 08:43:46 +00:00 -
92607d44c4
Much better CPU TG performance at long context for GLM-4.5 (#899)
Kawrakow
2025-11-05 10:20:26 +02:00 -
5b38d431ac
Much better CPU TG performance at long context for GLM-4.5 (#899)
Kawrakow
2025-11-05 10:20:26 +02:00 -
98357d9aa5
Adding cmake option to disable CUDA fusion (#902)
Kawrakow
2025-11-05 07:09:27 +02:00 -
85035d606c
Adding cmake option to disable CUDA fusion (#902)
Kawrakow
2025-11-05 07:09:27 +02:00 -
5aa5ebcb97
Adding cmake option to disable CUDA fusion
ik/option_to_disable_cuda_fusion
Iwan Kawrakow
2025-11-05 06:20:36 +02:00 -
11feb49562
Fix compilation failure after merging #883 (#900)
Kawrakow
2025-11-04 19:28:52 +02:00 -
dfa9689e72
Fix compilation failure after merging #883 (#900)
Kawrakow
2025-11-04 19:28:52 +02:00 -
ba593f3ba6
Fix compilation failure after merging #883
ik/fix_after_883
Iwan Kawrakow
2025-11-04 19:27:52 +02:00 -
86597623a5
Port of Qwen3-VL support from mainline (#883)
Thireus ☠
2025-11-04 17:20:54 +00:00 -
5536e99d42
Port of Qwen3-VL support from mainline (#883)
Thireus ☠
2025-11-04 17:20:54 +00:00 -
202924d9fe
Much better CPU TG performance at long context for GLM-4.5
ik/cpu_fa_tg_glm4.5
Iwan Kawrakow
2025-11-04 17:47:36 +02:00 -
efcb5f9d9e
sweep-bench: be able to set TG tokens via -n (#897)
Kawrakow
2025-11-04 14:39:30 +02:00 -
7e956a32ce
sweep-bench: be able to set TG tokens via -n (#897)
Kawrakow
2025-11-04 14:39:30 +02:00 -
42c34f5c49
sweep-bench: be able to set TG tokens via -n
ik/sweep_bench_n_predict
Iwan Kawrakow
2025-11-04 12:55:04 +02:00 -
04e57f4356
Allow quantization of ffn_gate_inp
ik/quantize_ffn_gate_inp
Iwan Kawrakow
2025-11-04 11:34:10 +02:00 -
24f3cb644c
Make V mul mat follow QK mul mat
ik/merge_only_qk
Iwan Kawrakow
2025-11-04 10:39:23 +02:00 -
1280304e46
Merge remote-tracking branch 'origin/main' into ik/merge_only_qk
Iwan Kawrakow
2025-11-04 10:30:05 +02:00 -
c23fda2103
Disable some fusion, RoPE cache off by default (#894)
Kawrakow
2025-11-04 07:50:14 +02:00 -
cd8d0b0832
Disable some fusion, RoPE cache off by default (#894)
Kawrakow
2025-11-04 07:50:14 +02:00 -
8735931413
Minor
ik/disable_some_fusion
Iwan Kawrakow
2025-11-04 07:46:40 +02:00 -
45601bc1bf
Disable some fusion and make rope cahe off by default
Iwan Kawrakow
2025-11-04 07:42:55 +02:00 -
fb0d5a995c
RoPE cache (#887)
Kawrakow
2025-11-03 18:42:20 +02:00 -
1cfd19862f
RoPE cache (#887)
Kawrakow
2025-11-03 18:42:20 +02:00 -
57af463614
Fused fused_rms+fused_rms+rope+rope (without -mqkv)
ik/rope_cache
Iwan Kawrakow
2025-11-03 18:31:56 +02:00 -
9f9866b710
Fused fused_rms+fused_rms+rope+rope (with -mqkv)
Iwan Kawrakow
2025-11-03 18:21:42 +02:00 -
48b02ccaa1
Merge Q and K into a single tensor
Iwan Kawrakow
2025-11-03 14:37:03 +02:00 -
a7b427ffc0
Option to enable CUDA LTO
ik/cuda_lto
Iwan Kawrakow
2025-11-03 10:34:48 +02:00 -
0dc705587a
Add missing break after merge with main
Iwan Kawrakow
2025-11-03 09:46:27 +02:00 -
d2f79beba4
Disable RoPE cache if rope type is not neox or norm
Iwan Kawrakow
2025-11-03 08:28:26 +02:00 -
525dda2e80
Add command line arg to disable rope cache
Iwan Kawrakow
2025-11-03 08:20:03 +02:00 -
aa76ff2c9d
Also qwen3
Iwan Kawrakow
2025-11-02 10:14:43 +02:00 -
60d56fa2d0
WIP
Iwan Kawrakow
2025-11-02 10:00:26 +02:00 -
332c4d6680
Fused rms+rms+rope+rope (neox) - not working
Iwan Kawrakow
2025-11-02 09:48:25 +02:00 -
623d775929
Fused rope+rope (norm)
Iwan Kawrakow
2025-11-02 07:21:17 +02:00 -
f5ac78de5c
Fused rope+rope
Iwan Kawrakow
2025-11-02 06:57:08 +02:00 -
ea97dc3a1c
rope_cache: norm works
Iwan Kawrakow
2025-11-01 18:31:38 +02:00 -
209bf1d29c
WIP
Iwan Kawrakow
2025-11-01 18:17:49 +02:00 -
f2c4b3a8d1
cuda: neox works
Iwan Kawrakow
2025-11-01 17:54:25 +02:00 -
9a790a8905
Introducing rope cache
Iwan Kawrakow
2025-11-01 15:58:11 +02:00 -
846e736e85
cuda: add missing backwards RoPE op (#889)
Kawrakow
2025-11-03 07:45:18 +02:00 -
d890b9fee0
cuda: add missing backwards RoPE op (#889)
Kawrakow
2025-11-03 07:45:18 +02:00 -
3b9ace5c65
cuda: add missing backwards RoPE op
ik/cuda_rope_back
Iwan Kawrakow
2025-11-03 07:37:01 +02:00 -
37c4d19021
Compiler warning
Kawrakow
2025-10-31 14:58:00 +02:00 -
58922c23ca
Compiler warning
Iwan Kawrakow
2025-10-31 14:58:00 +02:00 -
55a704b67a
Fused Q and K fused_rms_norm for TG on CUDA (#882)
Kawrakow
2025-10-31 14:41:28 +02:00 -
8c8a7fb7c8
Fused Q and K fused_rms_norm for TG on CUDA (#882)
Kawrakow
2025-10-31 14:41:28 +02:00 -
b58e81d48c
Remove commented out code
ik/fused_rms_rms
Iwan Kawrakow
2025-10-31 14:30:27 +02:00 -
76789b2d0f
Merge remote-tracking branch 'origin/main' into ik/fused_rms_rms
Iwan Kawrakow
2025-10-31 14:22:54 +02:00 -
cfb840379f
Biased mmvq: minor optimization (#880)
Kawrakow
2025-10-31 14:21:18 +02:00 -
fd3757d4ee
Biased mmvq: minor optimization (#880)
Kawrakow
2025-10-31 14:21:18 +02:00 -
a3bd0158f7
Disable pipeline parallel for tensor override or allocation failed (#879)
firecoperana
2025-10-31 12:20:48 +00:00 -
c7dbe3f2c1
Disable pipeline parallel for tensor override or allocation failed (#879)
firecoperana
2025-10-31 12:20:48 +00:00 -
476e425d51
Fusing Q and K rms_norm for TG on CUDA
Iwan Kawrakow
2025-10-30 16:55:31 +02:00 -
bb4752d019
Biased mmvq: minor optimization
ik/biased_mmvq
Iwan Kawrakow
2025-10-30 10:50:17 +02:00 -
56fc5454ff
Merge Q, K, V (#878)
Kawrakow
2025-10-30 10:49:48 +02:00 -
14760aaf46
Merge Q, K, V (#878)
Kawrakow
2025-10-30 10:49:48 +02:00 -
68e7698ae8
cohere2 - simplify graph building
ik/merge_qkv
Iwan Kawrakow
2025-10-30 08:17:55 +02:00 -
bba84f1c07
merge_qkv: simplify build_qwen3moe
Iwan Kawrakow
2025-10-29 18:39:31 +02:00 -
92517e74ad
fix v1/chat/completions assistant prefill (#874)
jarrodfeaks
2025-10-30 02:21:05 +11:00 -
c029d97492
fix v1/chat/completions assistant prefill (#874)
jarrodfeaks
2025-10-30 02:21:05 +11:00 -
a2f3b08fbd
merge_qkv: qwen3 (dense)
Iwan Kawrakow
2025-10-29 15:59:38 +02:00