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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
-
c23a17b6fe
cuda: use better block sizes for rms_norm (#845)
Kawrakow
2025-10-21 08:12:48 +03:00 -
f5571e241e
cuda: use better block sizes for rms_norm (#845)
Kawrakow
2025-10-21 08:12:48 +03:00 -
5adf63db3b
Remove forgotten printf
ik/rms_block_size
Iwan Kawrakow
2025-10-21 08:07:02 +03:00 -
73b50634e9
Add logs to try debugging #849
ik/debug_849
Iwan Kawrakow
2025-10-21 08:02:29 +03:00 -
c0582b4056
Minor
Iwan Kawrakow
2025-10-20 17:54:08 +03:00 -
0a9752db6c
cuda: use better block sizes for rms_norm
Iwan Kawrakow
2025-10-20 16:12:13 +03:00 -
06ad8d1b2d
Fix PR #842 (#844)
Kawrakow
2025-10-20 11:35:57 +03:00 -
5ae87f6cdf
Fix PR #842 (#844)
Kawrakow
2025-10-20 11:35:57 +03:00 -
1c2b30c88a
Fix PR #842
ik/fix_pr_842
Iwan Kawrakow
2025-10-20 11:35:08 +03:00 -
1f072ab135
Do not allocate KV cache for unused layers (#843)
Kawrakow
2025-10-20 10:09:39 +03:00 -
22540cee60
Do not allocate KV cache for unused layers (#843)
Kawrakow
2025-10-20 10:09:39 +03:00 -
acb0bc63fc
Do not apply experts weight scale if it is 1
ik/no_KV_for_unused_layers
Iwan Kawrakow
2025-10-20 08:21:21 +03:00 -
599c812f12
Do not allocate KV cache for unused layers
Iwan Kawrakow
2025-10-20 08:35:25 +03:00 -
36f9601e8d
Make ooae on by default and add to llama-bench (#842)
Kawrakow
2025-10-20 08:32:41 +03:00 -
1789de5994
Make ooae on by default and add to llama-bench (#842)
Kawrakow
2025-10-20 08:32:41 +03:00 -
83ab55bd5b
Make ooae on by default and add to llama-bench
ik/ooae_on_by_default
Iwan Kawrakow
2025-10-20 07:29:58 +03:00 -
0c050638b6
Change --n-cpu-moe to not keep expert biases on CPU (#841)
Kawrakow
2025-10-19 19:03:03 +03:00 -
2f5dae22e1
Change --n-cpu-moe to not keep expert biases on CPU (#841)
Kawrakow
2025-10-19 19:03:03 +03:00 -
7a41b3b1f5
Various fused ops around expert selection (#840)
Kawrakow
2025-10-19 19:02:46 +03:00 -
28d3e63805
Various fused ops around expert selection (#840)
Kawrakow
2025-10-19 19:02:46 +03:00 -
1d70b89d35
Also fuse sum_rows and div
ik/fused_bailingmoev2
Iwan Kawrakow
2025-10-19 18:04:13 +03:00 -
58d8b2231b
Also for --cpu-moe
ik/n_cpu_moe
Iwan Kawrakow
2025-10-19 15:32:49 +03:00 -
d7319055de
Change --n-cpu-moe to not keep expert biases ion CPU
Iwan Kawrakow
2025-10-19 15:21:43 +03:00 -
0fb9d4963f
cpu: turn off the openai topk fusing for now
Iwan Kawrakow
2025-10-19 13:11:35 +03:00 -
b79aad9d07
Fuse topk+view+get_rows+reshape+softmax (CUDA)
Iwan Kawrakow
2025-10-19 13:00:37 +03:00 -
c8ed454564
Fuse topk+view+get_rows+reshape+softmax (CPU)
Iwan Kawrakow
2025-10-19 11:45:10 +03:00 -
18d9f4fc4d
Fuse sigmoid+add+topk+get_rows (CPU)
Iwan Kawrakow
2025-10-19 10:03:51 +03:00 -
8fe2bb927a
Fuse sigmoid+add+topk+get_rows (CUDA)
Iwan Kawrakow
2025-10-19 09:13:34 +03:00 -
f3ff1a5c48
Minor
Iwan Kawrakow
2025-10-19 07:21:41 +03:00 -
2c66dc86fc
Fix CPU + CUDA
Iwan Kawrakow
2025-10-18 14:55:30 +03:00 -
8f5f93e6b1
Fuse sigmoid+add+grouped_topk+get_rows (CPU)
Iwan Kawrakow
2025-10-18 10:09:32 +03:00 -
1dcc044134
Grouped expert routing (CUDA) (#838)
Kawrakow
2025-10-18 07:22:35 +03:00 -
747f411da5
Grouped expert routing (CUDA) (#838)
Kawrakow
2025-10-18 07:22:35 +03:00 -
b2d3dc7235
This is very slightly better
ik/cuda_grouped_topk
Iwan Kawrakow
2025-10-17 19:27:30 +03:00 -
2bcbf9f81e
cuda: grouped top_k
Iwan Kawrakow
2025-10-17 18:38:53 +03:00 -
fa6fb271f3
WIP
Iwan Kawrakow
2025-10-17 18:07:03 +03:00 -
32540ac619
Ling-1T convert fixup (#837)
ubergarm
2025-10-17 00:52:31 -04:00 -
2f951a8ab5
Ling-1T convert fixup (#837)
ubergarm
2025-10-17 00:52:31 -04:00 -
cde642e591
Grouped expert routing (CPU only) (#836)
Kawrakow
2025-10-16 14:57:02 +03:00 -
dbfd151594
Grouped expert routing (CPU only) (#836)
Kawrakow
2025-10-16 14:57:02 +03:00 -
2c43a989e0
Merge remote-tracking branch 'origin/main' into ik/try_grouped_topk_playing1
ik/try_grouped_topk_playing1
Iwan Kawrakow
2025-10-16 11:33:56 +03:00 -
e66d307e13
Better argsort (CPU) (#835)
Kawrakow
2025-10-16 11:31:03 +03:00 -
ecf8f931ea
Better argsort (CPU) (#835)
Kawrakow
2025-10-16 11:31:03 +03:00 -
b386d5d063
Add grouped expert routing option to llama-bench
Iwan Kawrakow
2025-10-16 11:21:44 +03:00 -
3683e50660
Add command line option to enable grouped expert routing
Iwan Kawrakow
2025-10-16 10:54:14 +03:00 -
c30c35b007
Working merged grouped top_k (CPU)
Iwan Kawrakow
2025-10-16 10:32:53 +03:00 -
ba3e1818a6
Trying to merge, something is not right
Iwan Kawrakow
2025-10-16 09:47:33 +03:00 -
3b8cb3beeb
Cleanup
Iwan Kawrakow
2025-10-16 09:22:37 +03:00 -
bc656aaa5d
This seems to do the trick for grouped experts routing
Iwan Kawrakow
2025-10-16 09:03:47 +03:00 -
7dd8d9c4c1
Minor
ik/cpu_argsort
Iwan Kawrakow
2025-10-15 18:08:42 +03:00 -
ffb3932300
Attemt at grouped topk
Iwan Kawrakow
2025-10-15 17:29:10 +03:00 -
5118036239
Better argsort (CPU)
Iwan Kawrakow
2025-10-15 16:04:24 +03:00 -
f7adde1043
Adding Ling/Ring (a.k.a., Bailing-MoE2) support (#833)
Kawrakow
2025-10-15 14:20:40 +03:00 -
9d364b88ba
Adding Ling/Ring (a.k.a., Bailing-MoE2) support (#833)
Kawrakow
2025-10-15 14:20:40 +03:00 -
e8a705a153
Bits and pieces
ik/bailingmoe2
Iwan Kawrakow
2025-10-15 14:07:03 +03:00 -
7705c5edca
WIP
Iwan Kawrakow
2025-10-15 09:36:14 +03:00 -
2bc3fd32e7
BailingMoE2 conversion
Iwan Kawrakow
2025-10-14 19:03:23 +03:00 -
8f014df83f
Add expert group selection (not working, so turned off)
Iwan Kawrakow
2025-10-14 17:41:18 +03:00 -
6dc8c79d81
Adding Ling/Ring (a.k.a., Bailing-MoE2)
Iwan Kawrakow
2025-10-14 16:24:16 +03:00 -
ba9fefb73d
gpt-oss: duplicate experts biases when necessary (#829)
Kawrakow
2025-10-14 14:38:40 +03:00 -
8d0d01a593
gpt-oss: duplicate experts biases when necessary (#829)
Kawrakow
2025-10-14 14:38:40 +03:00 -
2b71974af9
Fix incomplete utf-8 characters in streaming text completions (#810)
Viktor Ivakin
2025-10-13 16:25:29 +03:00 -
41bdd86555
Fix incomplete utf-8 characters in streaming text completions (#810)
Viktor Ivakin
2025-10-13 16:25:29 +03:00 -
c4253f61e7
gpt-oss: duplicate experts biases when necessary
ik/dup_experts_bias
Iwan Kawrakow
2025-10-13 14:16:46 +03:00 -
4e24d48e63
Attention mask tweaks for better long context performance (#825)
Kawrakow
2025-10-13 14:01:11 +03:00 -
9724ea9213
Attention mask tweaks for better long context performance (#825)
Kawrakow
2025-10-13 14:01:11 +03:00 -
21a0bfb1c0
Fix PATH_MAX not defined on Windows (#828)
Kawrakow
2025-10-13 09:25:57 +03:00 -
1db0c490be
Fix PATH_MAX not defined on Windows (#828)
Kawrakow
2025-10-13 09:25:57 +03:00 -
4f738c9713
Fix PATH_MAX not defined on Windows
ik/fix_827
Iwan Kawrakow
2025-10-13 09:24:40 +03:00 -
91a798c833
Reduce KQ mask padding to 16
ik/mask_mt
Iwan Kawrakow
2025-10-12 15:26:55 +03:00 -
262cb8cc6d
WIP
Iwan Kawrakow
2025-10-12 15:02:39 +03:00 -
95419ed393
Whith FA on, create mask as f16 directly
Iwan Kawrakow
2025-10-12 14:23:05 +03:00 -
9b02dd0405
Parallelize mask
Iwan Kawrakow
2025-10-12 13:15:16 +03:00 -
78409c95ff
Fix performance regression introduced in #823 (#826)
Kawrakow
2025-10-13 08:09:55 +03:00 -
0030bc89c9
Fix performance regression introduced in #823 (#826)
Kawrakow
2025-10-13 08:09:55 +03:00 -
e686c98385
Fix performance regression introduced in #823
ik/fix_perf_regression
Iwan Kawrakow
2025-10-13 08:02:06 +03:00 -
764eefd1bc
Enable and clean up compiler warnings in src (#824)
Kawrakow
2025-10-11 16:01:13 +03:00 -
0ad1d34090
Enable and clean up compiler warnings in src (#824)
Kawrakow
2025-10-11 16:01:13 +03:00 -
8116e91a92
All warnings handled
ik/llama_warnings
Iwan Kawrakow
2025-10-11 15:54:18 +03:00 -
91dd381140
WIP: enable and clean up warnings in src
Iwan Kawrakow
2025-10-11 15:24:38 +03:00 -
4daff01b39
Refactor file llama.cpp (#823)
Kawrakow
2025-10-11 11:35:20 +03:00 -
335a1f9b71
Refactor file llama.cpp (#823)
Kawrakow
2025-10-11 11:35:20 +03:00 -
463220a879
load -> create
ik/refactor_llama.cpp
Iwan Kawrakow
2025-10-11 11:30:52 +03:00 -
4b71c16a75
We are now at 6 seconds to build the src folder
Iwan Kawrakow
2025-10-11 10:13:07 +03:00 -
ca73a21a0e
hparams loading
Iwan Kawrakow
2025-10-10 13:51:47 +03:00 -
6ed8f7d7e0
All graph building is now in llm-build-context.cpp
Iwan Kawrakow
2025-10-10 13:29:41 +03:00 -
e8e8ac1e9f
arch names
Iwan Kawrakow
2025-10-10 09:25:49 +03:00 -
24c0a6e36b
llama_quantize
Iwan Kawrakow
2025-10-10 09:09:43 +03:00 -
431afecd27
LLM_TN
Iwan Kawrakow
2025-10-10 08:41:48 +03:00 -
37bf216d21
llama_build_context
Iwan Kawrakow
2025-10-10 08:33:28 +03:00 -
0582186c66
llama_model and llama_hparams
Iwan Kawrakow
2025-10-09 18:15:32 +03:00 -
51486dc3d4
Debug #733
ik/debug_issue_733
Iwan Kawrakow
2025-10-07 17:53:56 +03:00 -
23275ac066
Remove duplicate 99% KLD output, add additional percentiles to match mainline (#817)
AesSedai
2025-10-04 22:13:32 -07:00 -
f649e36a61
Remove duplicate 99% KLD output, add additional percentiles to match mainline (#817)
AesSedai
2025-10-04 22:13:32 -07:00 -
5a633bb0e9
Mark some multi-prediction tensors as not required. (#814)
Downtown-Case
2025-10-01 13:37:31 -05:00 -
6051ba25ee
Mark some multi-prediction tensors as not required. (#814)
Downtown-Case
2025-10-01 13:37:31 -05:00 -
475223079c
Attempt to fix AVX2 FA (#807)
Kawrakow
2025-09-30 08:06:53 +02:00 -
e94d1a92a5
Attempt to fix AVX2 FA (#807)
Kawrakow
2025-09-30 08:06:53 +02:00 -
f4b750a430
Attempt to fix AVX2 FA
ik/try_fix_avx2_fa
Iwan Kawrakow
2025-09-29 13:20:11 +03:00 -
9932e6b102
Fix gemma3 vision (#803)
Kawrakow
2025-09-27 11:15:32 +02:00