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ik/gemm_iq1s
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ik/iq5_ks_r4
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ik/iqk_gemm
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ik/iqk_q_improvements
ik/is_this_better_for_multi_gpu
ik/issue_214
ik/issue_217
ik/issue_224
ik/issue_230
ik/k_cache_hadamard
ik/k_cache_hadamard_cuda
ik/kq_fused_softmax
ik/kq_mask
ik/kq_mask_padding_64
ik/l4_rms_norm
ik/legacy_gemm
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
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ik/mla2_q80_cache_cpu
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ik/mla_fixes
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ik/mla_imatrix
ik/mla_no_transposed_cache
ik/mla_q80
ik/mmq_id_thresh
ik/mmq_iq_ks_r4
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ik/mmvq_args
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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
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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
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ik/poc_tp
ik/poc_tp_glm4.5
ik/prepare_wk_b
ik/q2_k_r4
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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
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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
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ik/repack_also_experts
ik/repack_f16
ik/revert_0bf4d997
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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
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ik/sweep_bench_nrep
ik/sweep_bench_warmup
ik/swiglu
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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
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ikawrakow-patch-1
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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
-
0a17ff156f
Tidy up FlashMS
Iwan Kawrakow
2024-09-12 14:50:50 +03:00 -
7c4bc981dc
AVX2 Flash Attention: quantized K*Q for q4_0, q4_1, q8_0
Iwan Kawrakow
2024-09-12 13:14:37 +03:00 -
3539e4caa2
Zen4 Flash Attention: quantized K*Q for q4_0, q4_1, q8_0
Iwan Kawrakow
2024-09-12 12:55:52 +03:00 -
4ff2c6d188
NEON Flash Attention: quantized K*Q for q8_0
Iwan Kawrakow
2024-09-12 10:38:44 +02:00 -
c3dc5a27bb
NEON Flash Attention: quantized K*Q for q4_1
Iwan Kawrakow
2024-09-12 09:57:04 +02:00 -
0b6d6541d7
NEON Flash Attention: quantized K*Q for q4_0
Iwan Kawrakow
2024-09-12 09:12:35 +02:00 -
2dee479c44
NEON Flash Attention: add support for Q8_0, Q4_0, Q4_1
Iwan Kawrakow
2024-09-12 06:26:37 +02:00 -
7874e4425f
AVX2 Flash Attention 2 (#50)
Kawrakow
2024-09-11 19:55:42 +03:00 -
c920195edd
AVX2 Flash Attention 2 (#50)
Kawrakow
2024-09-11 19:55:42 +03:00 -
95fe6923ad
Fix Zen4
ik/avx2_flash_attn_2
Iwan Kawrakow
2024-09-11 19:44:34 +03:00 -
70f3a8882c
AVX2 Flash Attention: add ability to use Q4_1 for kv-cache
Iwan Kawrakow
2024-09-11 19:37:16 +03:00 -
62809e7097
AVX2 Flash Attention: add ability to use Q4_0 for kv-cache
Iwan Kawrakow
2024-09-11 18:39:05 +03:00 -
89d23a3176
AVX2 Flash Attention: add ability to use Q8_0 for kv-cache
Iwan Kawrakow
2024-09-11 17:34:13 +03:00 -
dd52475507
ARM_NEON Flash Attention (#49)
Kawrakow
2024-09-11 10:26:49 +03:00 -
d98a6753a6
ARM_NEON Flash Attention (#49)
Kawrakow
2024-09-11 10:26:49 +03:00 -
d063007d24
Delete commented out stuff
ik/neon_flash_attention_2
Iwan Kawrakow
2024-09-11 08:50:45 +02:00 -
01b7a3a981
NEON Flash Attention - use fp32 for K*Q operations
Iwan Kawrakow
2024-09-11 08:37:26 +02:00 -
2eb9e212be
NEON Flash Attention - convert Q to f16 before computing Q*K
Iwan Kawrakow
2024-09-11 07:05:52 +02:00 -
67bf083f9d
NEON Flash Attention - first working version
Iwan Kawrakow
2024-09-10 19:01:03 +02:00 -
808f08787a
AVX2 Flash Attention (#48)
Kawrakow
2024-09-10 19:17:04 +03:00 -
72f5dfe12a
AVX2 Flash Attention (#48)
Kawrakow
2024-09-10 19:17:04 +03:00 -
e3919f5f80
Fix ARM_NEON
ik/avx2_flash_attn
Iwan Kawrakow
2024-09-10 18:14:59 +02:00 -
1b12b2658a
Try smaller q_step - no improvement
Iwan Kawrakow
2024-09-10 18:54:05 +03:00 -
33b77fc98e
Fix Zenn4 parts broken via the AVX2 change
Iwan Kawrakow
2024-09-10 18:19:29 +03:00 -
145df42c53
First version of AVX2 Flash attention
Iwan Kawrakow
2024-09-10 17:54:04 +03:00 -
49cbbc9fee
iq2_tn: slightly better performance on AVX2 (#47)
Kawrakow
2024-09-10 16:21:57 +03:00 -
d17d0c4426
iq2_tn: slightly better performance on AVX2 (#47)
Kawrakow
2024-09-10 16:21:57 +03:00 -
65555e504c
iq2_tn: slightly better performance on AVX2
ik/iq2_tn_avx2
Iwan Kawrakow
2024-09-10 13:54:20 +03:00 -
8cb5e74e26
iq2_tn: reuse iq2_bn implementation (Zen4)
ik/iq2_tn_as_iq2_bn
Iwan Kawrakow
2024-09-10 10:39:09 +03:00 -
e486643d59
IQ1_TN Metal implementation (#46)
Kawrakow
2024-09-10 09:43:05 +03:00 -
a1f7a03f50
IQ1_TN Metal implementation (#46)
Kawrakow
2024-09-10 09:43:05 +03:00 -
7d8e49ef1b
Some cleanup
ik/iq1_tn_metal
Iwan Kawrakow
2024-09-10 08:08:19 +02:00 -
d344a7b8ff
iq1_tn: Metal implementation
Iwan Kawrakow
2024-09-10 07:57:05 +02:00 -
cc164dc85d
Add CUDA support for IQ1_TN (#45)
Kawrakow
2024-09-09 21:17:17 +03:00 -
918ada20fa
Add CUDA support for IQ1_TN (#45)
Kawrakow
2024-09-09 21:17:17 +03:00 -
a9b15ed82e
Delete forgotten TODO
ik/iq1_tn_cuda
Iwan Kawrakow
2024-09-09 20:10:11 +03:00 -
db41d67243
Delete commented out stuff
Iwan Kawrakow
2024-09-09 20:08:07 +03:00 -
f808466309
iq1_tn: adding CUDA dot product
Iwan Kawrakow
2024-09-09 20:00:14 +03:00 -
5b40848742
iq1_tn: adding CUDA dequantize
Iwan Kawrakow
2024-09-09 18:42:06 +03:00 -
4a5d5e207d
Adding IQ1_TN - 1.6875 bpw for TriLM ternary models (#44)
Kawrakow
2024-09-09 14:56:34 +03:00 -
8c86231f93
Adding IQ1_TN - 1.6875 bpw for TriLM ternary models (#44)
Kawrakow
2024-09-09 14:56:34 +03:00 -
237a2380ee
Remove unnecessary barrier in ggml_compute_forward_mul_mat
ik/iq1_tn
Iwan Kawrakow
2024-09-09 12:53:23 +03:00 -
e9bb1a54ee
iq2_bn: improve AVX2 implementation
Iwan Kawrakow
2024-09-09 12:38:36 +03:00 -
61738aa7a2
iq2_bn: improve on Zen4
Iwan Kawrakow
2024-09-09 11:03:12 +03:00 -
41c8200d08
iq1_tn: improve Zen4
Iwan Kawrakow
2024-09-09 09:02:33 +03:00 -
45db1385ef
iq1_tn: improve AVX2
Iwan Kawrakow
2024-09-09 08:22:24 +03:00 -
c85d7bef55
iq2_bn: improve performance on NEON
Iwan Kawrakow
2024-09-09 06:46:25 +02:00 -
3487e68cc0
iq1_tn: faster NEON
Iwan Kawrakow
2024-09-08 21:30:06 +02:00 -
8d509a7d71
iq1_tn: NEON
Iwan Kawrakow
2024-09-08 17:40:08 +02:00 -
c82bf200ce
Adding iq1_tn - 1.6875 bpw for TriLM ternary models
Iwan Kawrakow
2024-09-08 17:56:15 +03:00 -
f2ef628e4e
iq2_tn: slightly faster PP (#43)
Kawrakow
2024-09-08 12:41:44 +03:00 -
bf4b19b474
iq2_tn: slightly faster PP (#43)
Kawrakow
2024-09-08 12:41:44 +03:00 -
b7f7eede8a
iq2_tn: slightly faster PP
ik/iq2_tn_faster_pp
Iwan Kawrakow
2024-09-08 12:26:43 +03:00 -
d5aa49b93b
Adding fused rms_norm (#42)
Kawrakow
2024-09-08 10:19:21 +03:00 -
6136a4b803
Adding fused rms_norm (#42)
Kawrakow
2024-09-08 10:19:21 +03:00 -
d2225010b9
Fused rms_norm WIP
ik/fused_rms_norm
Iwan Kawrakow
2024-09-08 07:06:38 +02:00 -
3c46f6f817
Fused rms_norm WIP
Iwan Kawrakow
2024-09-08 06:48:13 +02:00 -
03fa830c5f
Fused rms_norm WIP
Iwan Kawrakow
2024-09-08 06:38:58 +03:00 -
5bbbfc62da
Fused rms_norm WIP
Iwan Kawrakow
2024-09-07 23:04:31 +03:00 -
889cda0bba
Fused rms_norm WIP
Iwan Kawrakow
2024-09-07 21:38:49 +03:00 -
4d5c76b977
Fused rms_norm: works on the CPU
Iwan Kawrakow
2024-09-07 19:21:51 +03:00 -
18f5bb47d8
Add support for bf16 to iqk_mul_mat (#39)
Kawrakow
2024-09-05 07:48:27 +03:00 -
0087008d29
Add support for bf16 to iqk_mul_mat (#39)
Kawrakow
2024-09-05 07:48:27 +03:00 -
8d47523e7e
Improve TG speed (when not memory bound)
ik/mul_mat_bf16
Iwan Kawrakow
2024-09-04 19:37:05 +03:00 -
a4c55558d3
Minor
Iwan Kawrakow
2024-09-04 19:13:33 +03:00 -
357c95ee49
WIP: adding BF16 support to iqk_mul_mat
Iwan Kawrakow
2024-09-04 18:47:38 +03:00 -
02e4cc0c18
Zen4 Flash Attention - bf16 support (#38)
Kawrakow
2024-09-05 07:46:47 +03:00 -
7b1b2b2c06
Zen4 Flash Attention - bf16 support (#38)
Kawrakow
2024-09-05 07:46:47 +03:00 -
c624232525
Zen4 Flash Attnetion: improving bf16
ik/zen4_flash_attn_bf16
Iwan Kawrakow
2024-09-04 17:44:29 +03:00 -
fd6de3eb9c
Zen4 Flash Attnetion: improving bf16
Iwan Kawrakow
2024-09-04 15:22:12 +03:00 -
ec0b5f5062
Zen4 Flash Attnetion: bf16 seems to be working
Iwan Kawrakow
2024-09-04 14:57:42 +03:00 -
8218e77dec
Zen4 Flash Attnetion: WIP bf16
Iwan Kawrakow
2024-09-04 13:09:24 +03:00 -
d47e1c63b3
Performance improvements for legacy quants on ARM_NEON (#37)
Kawrakow
2024-09-04 07:24:04 +03:00 -
f17d0d72f5
Performance improvements for legacy quants on ARM_NEON (#37)
Kawrakow
2024-09-04 07:24:04 +03:00 -
9d3460446d
WIP: trying to improve legacy quants
ik/neon_improve_legacy_quants
Iwan Kawrakow
2024-09-03 16:18:18 +02:00 -
355210a1bb
WIP: trying to improve legacy quants
Iwan Kawrakow
2024-09-03 15:35:30 +02:00 -
0449090ae8
Zen4 Flash Attnetion 2 (#36)
Kawrakow
2024-09-04 07:20:55 +03:00 -
8c94dcd433
Zen4 Flash Attnetion 2 (#36)
Kawrakow
2024-09-04 07:20:55 +03:00 -
fffd040281
Delete unused stuff
ik/zen4_flash_attn_2
Iwan Kawrakow
2024-09-03 13:12:33 +03:00 -
9b6f9bb76c
Zen4 Flash Attnetion: add q4_1
Iwan Kawrakow
2024-09-03 11:13:28 +03:00 -
e73835de95
Zen4 Flash Attnetion: small q8_0 performance improvement
Iwan Kawrakow
2024-09-03 10:56:20 +03:00 -
a4256004a8
Zen4 Flash Attnetion: it works for q4_0 and q8_0
Iwan Kawrakow
2024-09-03 10:17:49 +03:00 -
80d74b32e4
Zen4 Flash Attnetion: WIP generalize to other types
Iwan Kawrakow
2024-09-02 19:40:06 +03:00 -
724854e7db
Fix Zen4 Flash Attention (#35)
Kawrakow
2024-09-02 15:54:24 +03:00 -
9b53c2533f
Fix Zen4 Flash Attention (#35)
Kawrakow
2024-09-02 15:54:24 +03:00 -
de91911d7a
Fix Zen4 Flash Attention
ik/fix_flash_attn
Iwan Kawrakow
2024-09-02 15:51:10 +03:00 -
2db35edf71
Do not process prompts containing binary data for escapes (#33)
Kawrakow
2024-09-02 09:18:48 +03:00 -
5518e24be8
Do not process prompts containing binary data for escapes (#33)
Kawrakow
2024-09-02 09:18:48 +03:00 -
6bc273c1d6
Do not process prompts containing binary data for escapes
ik/fix_multiple_choice
Iwan Kawrakow
2024-09-02 09:12:08 +03:00 -
59c2e77869
Zen4 Flash Attention (#32)
Kawrakow
2024-09-01 16:08:21 +03:00 -
dc023bc3be
Zen4 Flash Attention (#32)
Kawrakow
2024-09-01 16:08:21 +03:00 -
a66d1fc562
Update FlashAttn comment
ik/zen4_flash_attn
Iwan Kawrakow
2024-09-01 12:47:50 +03:00 -
94439ea73c
Flass attention refinements
Iwan Kawrakow
2024-09-01 11:16:07 +03:00 -
8694617908
Add flash attention with soft-cap and fix D = 256 case
Iwan Kawrakow
2024-08-31 19:03:40 +03:00 -
412c6a98af
Zen4 flash attention: moving useful parts from the kq_fused_softmax branch
Iwan Kawrakow
2024-08-31 17:05:50 +03:00 -
1b834ac6e4
Flash attention: templated implementation
ik/kq_fused_softmax
Iwan Kawrakow
2024-08-31 13:10:36 +03:00 -
5ff997021e
Fix build when iqk_mul_mat is disabled (#31)
Kawrakow
2024-08-31 09:11:42 +03:00 -
dbb1db9899
Fix build when iqk_mul_mat is disabled (#31)
Kawrakow
2024-08-31 09:11:42 +03:00 -
eb046ae5f3
Fix build when iqk_mul_mat is disabled
ik/fix_no_iqk_build
Iwan Kawrakow
2024-08-31 08:52:08 +03:00 -
6d9510c680
WIP
Iwan Kawrakow
2024-08-31 07:15:38 +03:00