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ik/merge_up_gate_exps_2
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ik/qx_k_b32_avx2
ik/r4_faster_zen4
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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
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ik/remove_kv_l
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ik/sanitize_importance_iqk
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ik/sm_graph_cuda_graphs
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ik/sm_graph_max_gpu
ik/sm_graph_q3next
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ik/undo_sync_reduction
ik/update_authors
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ik/use_q8_2
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ik/vendor
ik/vulkan1
ik/vulkan_again
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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
ik/zen4_flash_attn
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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
-
45bd3ea340
iq3_k: NEON
Iwan Kawrakow
2024-07-30 19:17:12 +02:00 -
bfef3dc584
iq3_k: AVX2 iqk_mul_mat
Iwan Kawrakow
2024-07-30 19:01:35 +03:00 -
bfe625f6ea
iq3_k: AVX512 iqk_mul_mat
Iwan Kawrakow
2024-07-30 18:40:10 +03:00 -
366441bd75
iq3_k: faster CUDA dot product
Iwan Kawrakow
2024-07-30 17:18:31 +03:00 -
8d2b5bae2b
iq3_k: CUDA dot product
Iwan Kawrakow
2024-07-30 16:57:39 +03:00 -
c828bd3c57
iq3_k: Basics
Iwan Kawrakow
2024-07-30 16:11:25 +03:00 -
92b3e1c034
iq2_k: very slightly better CUDA dot product
Iwan Kawrakow
2024-07-30 15:17:21 +03:00 -
79cd04b2a6
iq2_k: better CUDA dot product
Iwan Kawrakow
2024-07-30 12:49:55 +03:00 -
534d3bbc48
iq2_k: CUDA dot product finally works
Iwan Kawrakow
2024-07-30 12:33:48 +03:00 -
a26688841f
iq5_k: CUDA dot product finally works
Iwan Kawrakow
2024-07-30 11:22:08 +03:00 -
262fe6d9d2
Factor out iqk CUDA dot products
Iwan Kawrakow
2024-07-30 09:14:18 +03:00 -
3806ee285f
iq5_k: CUDA dot product still not working
Iwan Kawrakow
2024-07-29 21:01:05 +03:00 -
d2b51308d3
iq5_k: Metal
Iwan Kawrakow
2024-07-29 16:47:06 +02:00 -
cc0493f1ff
iq5_k: NEON
Iwan Kawrakow
2024-07-29 13:57:14 +02:00 -
eb5bd49f10
iq5_k: AVX512
Iwan Kawrakow
2024-07-29 14:26:14 +03:00 -
1704a34e6c
iq5_k: AVX2
Iwan Kawrakow
2024-07-29 13:39:50 +03:00 -
f0836bdbbe
iq5_k: Basics
Iwan Kawrakow
2024-07-29 12:38:46 +03:00 -
1c2d026da6
iq2_k: Metal. Dot product is wrong
Iwan Kawrakow
2024-07-29 09:49:32 +02:00 -
89b410dfb7
iq2_k: NEON
Iwan Kawrakow
2024-07-29 07:26:36 +02:00 -
972f134e88
iq2_k: slightly faster AVX512
Iwan Kawrakow
2024-07-29 06:51:44 +03:00 -
d07c58b4b7
iq2_k: simplify AVX512
Iwan Kawrakow
2024-07-28 21:05:56 +03:00 -
3555a3d8ba
iq2_k: AVX2
Iwan Kawrakow
2024-07-28 20:50:21 +03:00 -
76449533f2
iq2_k: Basics
Iwan Kawrakow
2024-07-28 19:43:18 +03:00 -
007d2a56b3
IQ4_K: SOTA 4-bit quantization (#6)
Kawrakow
2024-07-28 12:11:59 +02:00 -
291066e6df
IQ4_K: SOTA 4-bit quantization (#6)
Kawrakow
2024-07-28 12:11:59 +02:00 -
b29f64ea70
iq4_k: scalar dot product
ik/iq4_k
Iwan Kawrakow
2024-07-28 12:09:28 +02:00 -
8ffb6452d4
iq4_k: Metal implementation
Iwan Kawrakow
2024-07-28 10:04:41 +02:00 -
d89c88e8df
iq4_k: NEON implementation
Iwan Kawrakow
2024-07-28 08:36:20 +02:00 -
db87f766e8
iq4_k: AVX2 implementation
Iwan Kawrakow
2024-07-27 21:10:22 +03:00 -
be34f768db
iq4_k: AVX512 implementation
Iwan Kawrakow
2024-07-27 20:13:30 +03:00 -
41d20f6bb5
iq4_k: TG now works on CUDA
Iwan Kawrakow
2024-07-27 18:02:59 +03:00 -
8a2d43813d
iq4_k: basics
Iwan Kawrakow
2024-07-27 17:05:31 +03:00 -
473e280500
Fusing a mat mul op followed by scale op on the CPU
ik/fuse_mul_mat_scale
Iwan Kawrakow
2024-07-27 10:45:56 +03:00 -
8963f383c0
Simdify and multi-thread tanh (#4)
Kawrakow
2024-07-27 08:44:18 +02:00 -
f62615b44f
Simdify and multi-thread tanh (#4)
Kawrakow
2024-07-27 08:44:18 +02:00 -
0ceeb11721
Merge mainline llama.cpp (#3)
Kawrakow
2024-07-27 07:55:01 +02:00 -
154e0d75fc
Merge mainline llama.cpp (#3)
Kawrakow
2024-07-27 07:55:01 +02:00 -
573e5007cd
Remove check
ik/merge_July_26_2024
Iwan Kawrakow
2024-07-26 18:00:26 +03:00 -
ddd97dccc8
Merging mainline - fix Metal
Iwan Kawrakow
2024-07-26 16:41:16 +02:00 -
a0849e49f9
Merging mainline - WIP
Iwan Kawrakow
2024-07-26 17:16:21 +03:00 -
6b2b52d2fe
Merging mainline - WIP
Iwan Kawrakow
2024-07-26 16:32:40 +03:00 -
afd9fd274e
Offload Bitnet token embeddings to the GPU - the right way (#2)
Kawrakow
2024-07-26 12:57:23 +02:00 -
0684c3e9c7
Offload Bitnet token embeddings to the GPU - the right way (#2)
Kawrakow
2024-07-26 12:57:23 +02:00 -
ccdb948329
Offload Bitnet token embeddings to the GPU - the right way
ik/bitnet_token_embedding_gpu_2
Iwan Kawrakow
2024-07-26 13:50:41 +03:00 -
a14a9426ec
Offload Bitnet token embeddings to the GPU (#1)
Kawrakow
2024-07-26 09:41:04 +02:00 -
94b5916319
Offload Bitnet token embeddings to the GPU (#1)
Kawrakow
2024-07-26 09:41:04 +02:00 -
db6b0f6dab
Update README with the new CUDA/Meat performance
ik/bitnet_token_embedding_gpu
Iwan Kawrakow
2024-07-26 09:06:22 +02:00 -
fbafe0989f
bitnet: put token embeddings on the GPU
Iwan Kawrakow
2024-07-26 09:50:52 +03:00 -
4673de8cbe
iqk_mul_mat(NEON): adding forgotten fp16 matrix x vector implementation
Kawrakow
2024-07-25 08:37:13 +02:00 -
c2158c15d9
iqk_mul_mat(NEON): adding forgotten fp16 matrix x vector implementation
Iwan Kawrakow
2024-07-25 08:37:13 +02:00 -
5626b09e4b
Update README.md
Kawrakow
2024-07-24 19:55:06 +02:00 -
28fb349db4
Update README.md
Kawrakow
2024-07-24 19:55:06 +02:00 -
ddaae42194
Update README.md
Kawrakow
2024-07-24 19:44:52 +02:00 -
eb246cd0ae
Update README.md
Kawrakow
2024-07-24 19:44:52 +02:00 -
914b7ef460
Update README.md
Kawrakow
2024-07-24 19:20:46 +02:00 -
fc07ca7847
Update README.md
Kawrakow
2024-07-24 19:20:46 +02:00 -
010466af1e
Add copyright notices
Kawrakow
2024-07-24 20:11:42 +03:00 -
770f3585c2
Add copyright notices
Iwan Kawrakow
2024-07-24 20:11:42 +03:00 -
e0b2dd511c
Remove unused file
Kawrakow
2024-07-24 19:33:19 +03:00 -
9eee03f4ee
Remove unused file
Iwan Kawrakow
2024-07-24 19:33:19 +03:00 -
6fd0a92cb0
Remove security
Kawrakow
2024-07-24 19:25:21 +03:00 -
3d83f58654
Remove security
Iwan Kawrakow
2024-07-24 19:25:21 +03:00 -
28b4229295
Correct spelling in README
Kawrakow
2024-07-24 19:22:43 +03:00 -
b64275ca4e
Correct spelling in README
Iwan Kawrakow
2024-07-24 19:22:43 +03:00 -
b84d0c1744
Update README.md
Kawrakow
2024-07-24 17:38:37 +02:00 -
4192244242
Update README.md
Kawrakow
2024-07-24 17:38:37 +02:00 -
de43999de5
Update README.md
Kawrakow
2024-07-24 16:49:00 +02:00 -
47c1243e3c
Update README.md
Kawrakow
2024-07-24 16:49:00 +02:00 -
cd77618324
Update README.md
Kawrakow
2024-07-24 11:18:50 +02:00 -
8fe7e04456
Update README.md
Kawrakow
2024-07-24 11:18:50 +02:00 -
4bb58ea8f8
Update README.md
Kawrakow
2024-07-24 11:01:16 +02:00 -
a5c39e9476
Update README.md
Kawrakow
2024-07-24 11:01:16 +02:00 -
73b94e5c3f
iqk_mul_mat(NEON): special case for n not divisible by 8
Kawrakow
2024-07-24 08:02:56 +02:00 -
6b4167164c
iqk_mul_mat(NEON): special case for n not divisible by 8
Iwan Kawrakow
2024-07-24 08:02:56 +02:00 -
5992d2652b
ggml: thread syncronization on Arm
Kawrakow
2024-07-24 07:57:47 +02:00 -
2e49f0172f
ggml: thread syncronization on Arm
Iwan Kawrakow
2024-07-24 07:57:47 +02:00 -
005674cecc
Fix "make it work for row sizes that are multiple of 4 on NEON"
Kawrakow
2024-07-22 12:28:18 +02:00 -
abb740c9a4
Fix "make it work for row sizes that are multiple of 4 on NEON"
Iwan Kawrakow
2024-07-22 12:28:18 +02:00 -
847588cc92
Update README.md
Kawrakow
2024-07-23 18:05:05 +02:00 -
0117e386b3
Update README.md
Kawrakow
2024-07-23 18:05:05 +02:00 -
97680f602c
Update README.md
Kawrakow
2024-07-23 12:23:06 +02:00 -
11e2472c64
Update README.md
Kawrakow
2024-07-23 12:23:06 +02:00 -
86d94862ae
iqk_soft_max
ik/mul_mat_ext
Iwan Kawrakow
2024-07-22 16:34:42 +02:00 -
412bc31c75
Extended mul mat: C = alpha * A * B + beta
Iwan Kawrakow
2024-07-22 09:26:55 +03:00 -
8bf126c1d6
When tokenizer info is missing in the model, use llama3 by default
Kawrakow
2024-07-19 12:29:01 +03:00 -
99119ec29c
When tokenizer info is missing in the model, use llama3 by default
Iwan Kawrakow
2024-07-19 12:29:01 +03:00 -
6a94ca46ad
iqk_mul_mat(f16): make it work for row sizes that are multiple of 4 on NEON
Kawrakow
2024-07-18 13:55:51 +02:00 -
30b8bcf1a3
iqk_mul_mat(f16): make it work for row sizes that are multiple of 4 on NEON
Iwan Kawrakow
2024-07-18 13:55:51 +02:00 -
4d1e83f8b8
iqk_mul_mat: attentions matrix multiplications
Kawrakow
2024-07-18 14:00:56 +03:00 -
8db01c0804
iqk_mul_mat: attentions matrix multiplications
Iwan Kawrakow
2024-07-18 14:00:56 +03:00 -
c14a6a6862
iqk_mul_mat(float): make it work for row sizes that are multiple of 4 on AVX2
Kawrakow
2024-07-18 11:39:32 +03:00 -
744eb9ffa9
iqk_mul_mat(float): make it work for row sizes that are multiple of 4 on AVX2
Iwan Kawrakow
2024-07-18 11:39:32 +03:00 -
d556b1d809
Fix Makefile, add GGML_USE_IQK_MULMAT ifdefs to iqk-quantize
Kawrakow
2024-07-17 16:51:34 +03:00 -
6a132862fd
Fix Makefile, add GGML_USE_IQK_MULMAT ifdefs to iqk-quantize
Iwan Kawrakow
2024-07-17 16:51:34 +03:00 -
6f0805a3c7
iq1bn: faster scalar dot product
Kawrakow
2024-07-17 16:09:01 +03:00 -
a4017cc047
iq1bn: faster scalar dot product
Iwan Kawrakow
2024-07-17 16:09:01 +03:00 -
02dc036187
iq1bn: fix scalar dot product
Kawrakow
2024-07-17 13:37:18 +03:00 -
a0df4002fc
iq1bn: fix scalar dot product
Iwan Kawrakow
2024-07-17 13:37:18 +03:00 -
04decf3fc5
iq1bn: faster AVX2
Kawrakow
2024-07-17 10:17:05 +03:00 -
7024ecfeb4
iq1bn: faster AVX2
ik/new_iq1bn
Iwan Kawrakow
2024-07-17 10:17:05 +03:00