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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
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ik/vendor
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ik/vulkan_fattn
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ik/vulkan_fused_rms
ik/vulkan_multi_add
ik/wip_sync_llama
ik/zen4_faster_iq4ks_iq5ks
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ik/llama4
ik/llama_bench_mla3
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
-
0f7aa11b6d
Improved IQ1_M quantization (#327)
Kawrakow
2025-04-13 10:37:55 +02:00 -
d210661c91
Improved IQ1_M quantization (#327)
Kawrakow
2025-04-13 10:37:55 +02:00 -
4291d7e1e6
Minor
ik/improve_iq1m
Iwan Kawrakow
2025-04-13 08:34:43 +03:00 -
29773692f1
Cleanup
Iwan Kawrakow
2025-04-13 08:11:36 +03:00 -
514637ed47
Much faster and it looks like better iq1_m quantiation
Iwan Kawrakow
2025-04-12 18:55:48 +03:00 -
65fc77c285
Fix KLD precision (#325)
Kawrakow
2025-04-12 16:17:50 +02:00 -
c01449a478
Fix KLD precision (#325)
Kawrakow
2025-04-12 16:17:50 +02:00 -
9b24ae7fc6
Fix KLD precision
ik/fix_kld
Iwan Kawrakow
2025-04-12 10:01:20 +03:00 -
a3b16affaf
Correct L4 rms_norm (#324)
Kawrakow
2025-04-11 10:49:18 +02:00 -
3e7be3d28e
Correct L4 rms_norm (#324)
Kawrakow
2025-04-11 10:49:18 +02:00 -
c5f1a0ad25
Correct L4 rms_norm
ik/l4_rms_norm
Iwan Kawrakow
2025-04-11 11:45:33 +03:00 -
5c127b279f
LlaMA-4 support (text only) (#321)
Kawrakow
2025-04-10 09:05:21 +02:00 -
474435f58b
LlaMA-4 support (text only) (#321)
Kawrakow
2025-04-10 09:05:21 +02:00 -
b51661bbff
llama4: this seems to be working
ik/llama4
Iwan Kawrakow
2025-04-09 12:02:22 +03:00 -
7a1fc34023
llama4: WIP
Iwan Kawrakow
2025-04-09 09:56:45 +03:00 -
80846bb2c9
WIP
ik/improve_iq2ks
Iwan Kawrakow
2025-04-08 17:16:16 +03:00 -
346295577a
WIP - LLaMA-2 is slightly better
Iwan Kawrakow
2025-04-08 16:16:57 +03:00 -
c50d00d0dc
Guard against attempts to use MLA for non-MLA models (#320)
Kawrakow
2025-04-08 08:47:24 +02:00 -
5f44f4b3d0
Guard against attempts to use MLA for non-MLA models (#320)
Kawrakow
2025-04-08 08:47:24 +02:00 -
5ec2cb63ae
Guard against attempts to use MLA for non-MLA models
ik/mla_guard
Iwan Kawrakow
2025-04-08 09:45:08 +03:00 -
d223b26daf
Update AUTHORS
Kawrakow
2025-04-07 17:31:35 +02:00 -
22d7440ba2
Update AUTHORS
Kawrakow
2025-04-07 17:31:35 +02:00 -
21725684a4
Update AUTHORS
Kawrakow
2025-04-07 17:28:19 +02:00 -
f03ae19aad
Update AUTHORS
Kawrakow
2025-04-07 17:28:19 +02:00 -
16b36613d5
Use links for ggml/llama.cpp authors (#318)
Kawrakow
2025-04-07 17:25:06 +02:00 -
b38759127a
Use links for ggml/llama.cpp authors (#318)
Kawrakow
2025-04-07 17:25:06 +02:00 -
ae7cf9a766
More
ik/update_license
Iwan Kawrakow
2025-04-07 17:58:09 +03:00 -
2ca1ab007c
This file is not html
Iwan Kawrakow
2025-04-07 16:22:15 +03:00 -
9cc2374796
Use links for ggml/llama.cpp authors
Iwan Kawrakow
2025-04-07 16:12:11 +03:00 -
86c9b08846
Better iq2_xs quantization (#312)
Kawrakow
2025-04-07 12:39:04 +02:00 -
2309ecda80
Better iq2_xs quantization (#312)
Kawrakow
2025-04-07 12:39:04 +02:00 -
8210ed4883
Add copyright notices (#317)
Kawrakow
2025-04-07 10:43:26 +02:00 -
a051f08b8f
Add copyright notices (#317)
Kawrakow
2025-04-07 10:43:26 +02:00 -
9bd4357cbc
Update LICENSE
Kawrakow
2025-04-07 10:41:40 +02:00 -
abbabf7ca1
Update LICENSE
Kawrakow
2025-04-07 10:41:40 +02:00 -
8b9be1a048
Add copyright notices
ik/copyright
Iwan Kawrakow
2025-04-07 11:19:54 +03:00 -
0dbcd57267
Try not repacking q8_0 for FA computations
ik/try_fa_no_q80_repack
Iwan Kawrakow
2025-04-06 09:49:59 +03:00 -
d3c0cc788b
We need to synchronize before using device to host async memcpy (#313)
Kawrakow
2025-04-05 14:31:27 +02:00 -
ec84855c6a
We need to synchronize before using device to host async memcpy (#313)
Kawrakow
2025-04-05 14:31:27 +02:00 -
c2bab6cee5
We need to synchronize before using device to host async memcpy
ik/fix_cuda_memcpy_async
Iwan Kawrakow
2025-04-05 15:28:20 +03:00 -
fe157dee95
Better iq2_xs quantization
ik/improve_iq2_xs
Iwan Kawrakow
2025-04-05 11:51:26 +03:00 -
c7fceae221
Add -flax-vector-conversions for GCC on ARM (#311)
Kawrakow
2025-04-04 11:04:19 +02:00 -
c616306a01
Add -flax-vector-conversions for GCC on ARM (#311)
Kawrakow
2025-04-04 11:04:19 +02:00 -
8b711a5880
Add -flax-vector-conversions for GCC on ARM
ik/flax-vector-conversions
Iwan Kawrakow
2025-04-04 11:03:02 +02:00 -
9ab6dc9f91
Metal: FA and FlashMLA (#310)
Kawrakow
2025-04-03 17:54:25 +02:00 -
073eda985e
Metal: FA and FlashMLA (#310)
Kawrakow
2025-04-03 17:54:25 +02:00 -
2596f7b856
Metal FA: MLA options now all work
ik/metal_fattn_update
Iwan Kawrakow
2025-04-03 17:03:52 +02:00 -
53c2e1489c
WIP
Iwan Kawrakow
2025-04-03 16:29:40 +02:00 -
1f260865ef
Fix GCC compilation errors on ARM (#309)
Kawrakow
2025-04-03 15:50:53 +02:00 -
2ee6263e24
Fix GCC compilation errors on ARM (#309)
Kawrakow
2025-04-03 15:50:53 +02:00 -
310bce3c1d
One more
ik/fix_gcc_arm
Iwan Kawrakow
2025-04-03 13:10:53 +02:00 -
9c7af40ff6
Fix GCC compilation errors on ARM
Iwan Kawrakow
2025-04-03 11:02:14 +02:00 -
2cb31c6592
Metal FA: go to float
Iwan Kawrakow
2025-04-03 09:54:33 +02:00 -
e757dea3bf
Metal: WIP to update Metal FA implementation
Iwan Kawrakow
2025-04-03 09:12:00 +02:00 -
3b5da96073
Metal: much faster MoE prompt processing (#307)
Kawrakow
2025-04-03 07:15:49 +02:00 -
07dbc1aa06
Metal: much faster MoE prompt processing (#307)
Kawrakow
2025-04-03 07:15:49 +02:00 -
f258e60e60
Much better
ik/metal_moe
Iwan Kawrakow
2025-04-02 19:57:40 +02:00 -
d9d372249e
Some cleanup
Iwan Kawrakow
2025-04-02 18:39:50 +02:00 -
2a5552830b
MoE improvements on Metal
Iwan Kawrakow
2025-04-02 15:26:19 +02:00 -
79db2e243f
docs: update README.md (#304)
Ikko Eltociear Ashimine
2025-04-02 04:30:25 +09:00 -
6d405d1fd1
docs: update README.md (#304)
Ikko Eltociear Ashimine
2025-04-02 04:30:25 +09:00 -
df20261b6a
Fix ARM_NEON build failure due to q8_2 (#303)
Kawrakow
2025-04-01 13:48:20 +02:00 -
21a5b8bd28
Fix ARM_NEON build failure due to q8_2 (#303)
Kawrakow
2025-04-01 13:48:20 +02:00 -
c8dee5b35d
Fix ARM_NEON build failure due to q8_2
ik/fix_neon_q82
Iwan Kawrakow
2025-04-01 13:45:33 +02:00 -
1bc60d6cc9
Quantization improvements (2) (#302)
Kawrakow
2025-04-01 10:31:06 +02:00 -
190e7866db
Quantization improvements (2) (#302)
Kawrakow
2025-04-01 10:31:06 +02:00 -
a630958fb4
Additional guards for interleaved quants (#299)
Kawrakow
2025-04-01 08:29:47 +02:00 -
b07a337bfe
Additional guards for interleaved quants (#299)
Kawrakow
2025-04-01 08:29:47 +02:00 -
ba3030c9c3
Fix #300 (#301)
Kawrakow
2025-04-01 08:29:25 +02:00 -
6e5156cab5
Fix #300 (#301)
Kawrakow
2025-04-01 08:29:25 +02:00 -
86513a6e06
Small improvement for type-1 quants
ik/iqk_q_improvements
Iwan Kawrakow
2025-03-31 16:33:18 +03:00 -
55688c49aa
Fix #300
ik/fix_300
Iwan Kawrakow
2025-03-31 15:22:08 +03:00 -
7d55051faa
Simplify
ik/interleaved_guards
Iwan Kawrakow
2025-03-31 13:46:20 +03:00 -
48fcd53bcd
Make sure no interleaved quants are being used for token embeddings
Iwan Kawrakow
2025-03-31 12:44:40 +03:00 -
a7f026eebb
Update LlamaFileType
Saood Karim
2025-03-31 02:12:45 -05:00 -
e98daabcf1
Update GGMLQuantizationType
Saood Karim
2025-03-31 01:15:45 -05:00 -
56860314c6
iq3_k: slightly better quantization
Iwan Kawrakow
2025-03-29 09:12:45 +02:00 -
3c3825d7f6
Quantization improvements (#295)
Kawrakow
2025-03-29 08:09:52 +01:00 -
4819257ce6
Quantization improvements (#295)
Kawrakow
2025-03-29 08:09:52 +01:00 -
b9c25fe753
Sae for iq4_nl, iq4_xs
ik/make_qx_quants
Iwan Kawrakow
2025-03-28 07:20:56 +02:00 -
c8d47fab04
Better make_qx_quants
Iwan Kawrakow
2025-03-27 19:35:43 +02:00 -
9898f480fe
Make sure tensor row size is multiple of block size also when quantizing with --pure (#294)
Kawrakow
2025-03-27 10:48:52 +01:00 -
23b0addb34
Make sure tensor row size is multiple of block size also when quantizing with --pure (#294)
Kawrakow
2025-03-27 10:48:52 +01:00 -
7e706abdc1
Merge remote-tracking branch 'origin/main' into ik/change_q_pure
ik/change_q_pure
Iwan Kawrakow
2025-03-27 11:47:29 +02:00 -
75687d2af3
Add check if selected type is possible with --pure
Iwan Kawrakow
2025-03-27 09:17:34 +02:00 -
d71e84bdc1
Use bf16 instead of fp16 block scales for q8_1 (#292)
Kawrakow
2025-03-27 05:49:16 +01:00 -
d0b52076da
Use bf16 instead of fp16 block scales for q8_1 (#292)
Kawrakow
2025-03-27 05:49:16 +01:00 -
918abd1683
q8_0_r8 on avx2
ik/use_q8_2
Iwan Kawrakow
2025-03-26 19:19:43 +02:00 -
b428bf14b8
Also q4_1 and q5_1
Iwan Kawrakow
2025-03-26 18:52:12 +02:00 -
f1b4762ed7
q6_0_r4
Iwan Kawrakow
2025-03-26 18:31:22 +02:00 -
a4d7fb77fd
q5_0_r4
Iwan Kawrakow
2025-03-26 18:08:44 +02:00 -
0170c8f93f
q4_0_r8
Iwan Kawrakow
2025-03-26 17:57:28 +02:00 -
9ce890ecac
Use bf16 instead of f16,int16
Iwan Kawrakow
2025-03-26 17:36:49 +02:00 -
8e2d549c68
It works for q8_0
Iwan Kawrakow
2025-03-26 13:52:53 +02:00 -
40ab112869
q8_0 without bells and wistles works
Iwan Kawrakow
2025-03-26 12:49:29 +02:00 -
970c16458a
WIP - not working
Iwan Kawrakow
2025-03-26 12:32:32 +02:00 -
2089147ae0
Disable Zen4 optimizations for Q8_0/Q8_0_R8
ik/test_q80_NaNs
Iwan Kawrakow
2025-03-26 08:25:34 +02:00 -
f31aca2d40
Whitespace
s6/numa_KV
Saood Karim
2025-03-25 14:30:11 -05:00 -
cc8c0e1b49
More cleanup
Saood Karim
2025-03-25 14:29:00 -05:00 -
109f5c0cd8
Cleanup
Saood Karim
2025-03-25 14:23:11 -05:00