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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
-
7e5af2073c
Faster MoE inference (#112)
Kawrakow
2024-10-31 12:05:27 +01:00 -
52874c5d21
Faster MoE inference (#112)
Kawrakow
2024-10-31 12:05:27 +01:00 -
23b7da78d1
Metal: speed up mul_mat_id
ik/multi_add
Iwan Kawrakow
2024-10-31 09:47:24 +01:00 -
31c13f100f
multi_add: Metal
Iwan Kawrakow
2024-10-30 12:30:39 +01:00 -
c08af00548
multi_add: simplify
Iwan Kawrakow
2024-10-30 11:02:15 +02:00 -
8af4111f97
multi_add: CUDA
Iwan Kawrakow
2024-10-29 15:08:32 +02:00 -
cf28cff1ff
multi_sdd: CPU works
Iwan Kawrakow
2024-10-29 12:26:34 +02:00 -
70dd470cbc
multi_sdd: WIP
Iwan Kawrakow
2024-10-29 12:11:37 +02:00 -
ba3f7a2e94
Use fused mul - unary op also for MoE models (#111)
Kawrakow
2024-10-26 18:23:54 +02:00 -
5ad6439486
Use fused mul - unary op also for MoE models (#111)
Kawrakow
2024-10-26 18:23:54 +02:00 -
fe767a45ac
Use fused mul - unary op also for MoE models
ik/moe_fused_unary
Iwan Kawrakow
2024-10-26 19:22:02 +03:00 -
cd96f6c4e5
Bitnet: use the fused mul-silu in the FFN network (#110)
Kawrakow
2024-10-26 17:40:32 +02:00 -
2e5f6db5de
Bitnet: use the fused mul-silu in the FFN network (#110)
Kawrakow
2024-10-26 17:40:32 +02:00 -
ee9b052414
Bitnet: use the fused mul-silu in the FFN network
ik/bitnet_fused_unary
Iwan Kawrakow
2024-10-26 18:33:42 +03:00 -
8ccd9bc7e5
Bitnet CUDA improvements (#109)
Kawrakow
2024-10-26 16:26:04 +02:00 -
bd309cb782
Bitnet CUDA improvements (#109)
Kawrakow
2024-10-26 16:26:04 +02:00 -
5e969613e4
iq2_bn(CUDA): quants are not 4-byte aligned
ik/bitnet_cuda
Iwan Kawrakow
2024-10-26 17:07:54 +03:00 -
fa710abffb
iq1_bn: improve CUDA TG
Iwan Kawrakow
2024-10-26 16:53:17 +03:00 -
3b5fa426f1
Improve Bitnet PP on Metal (#108)
Kawrakow
2024-10-26 15:13:45 +02:00 -
3805c84686
Improve Bitnet PP on Metal (#108)
Kawrakow
2024-10-26 15:13:45 +02:00 -
6ffd89eca8
Improve Bitnet PP on Metal
ik/bitnet_improve_metal
Iwan Kawrakow
2024-10-26 14:47:33 +02:00 -
fdfbd98022
Faster IQ1_BN Metal implementation (#107)
Kawrakow
2024-10-26 10:59:59 +02:00 -
f7b05a09dd
Faster IQ1_BN Metal implementation (#107)
Kawrakow
2024-10-26 10:59:59 +02:00 -
2d0f9b3663
iq2_bn(Metal): 710 -> 714 t/s for PP-512
ik/iq1bn_metal
Iwan Kawrakow
2024-10-26 10:54:43 +02:00 -
ca8f9d7e7e
iq1_bn(Metal): 686 -> 702 t/s for PP-512
Iwan Kawrakow
2024-10-26 10:41:14 +02:00 -
885a48b788
iq1_bn(Metal): 89.0 -> 94.7 t/s for TG-128
Iwan Kawrakow
2024-10-26 10:15:43 +02:00 -
a5c3e8839c
iq1_bn(Metal): 87.9 -> 89.0 t/s for TG-128
Iwan Kawrakow
2024-10-26 10:05:28 +02:00 -
ac0fda624e
iq1_bn: faster Metal dot product
Iwan Kawrakow
2024-10-26 09:53:24 +02:00 -
856376a9af
Remove forgotten IQ1_TN, IQ2_TN enum values
Kawrakow
2024-10-25 14:14:56 +03:00 -
19cc3329bf
Remove forgotten IQ1_TN, IQ2_TN enum values
Iwan Kawrakow
2024-10-25 14:14:56 +03:00 -
4b35340f45
Bitnet changes (#106)
Kawrakow
2024-10-25 13:08:43 +02:00 -
6b968f3894
Bitnet changes (#106)
Kawrakow
2024-10-25 13:08:43 +02:00 -
af4255de9c
Revert "Avoid rebuild of GGML graph for each token (#98)"
ik/adapt_iq1_iq2_bn
Iwan Kawrakow
2024-10-25 12:52:59 +02:00 -
5ccd33ea04
Bitnet: use the standard llm_build_kv to build self attention
Iwan Kawrakow
2024-10-24 16:29:26 +03:00 -
d696d64fde
Remove iq1_tn and iq2_tn - Part 2
Iwan Kawrakow
2024-10-24 15:34:19 +03:00 -
5c42877a38
Remove iq1_tn and iq2_tn - Part 1
Iwan Kawrakow
2024-10-24 14:15:03 +02:00 -
6952e676e2
WIP
Iwan Kawrakow
2024-10-24 13:49:20 +02:00 -
3ba962a68d
Adapting iq1_bn, iq2_bn: Metal
Iwan Kawrakow
2024-10-24 08:59:33 +02:00 -
6ef979b7bf
Adapting iq1_bn, iq2_bn: NEON
Iwan Kawrakow
2024-10-23 20:16:09 +02:00 -
6191518aac
Adapting iq1_bn: CUDA works
Iwan Kawrakow
2024-10-23 20:39:24 +03:00 -
fa5bbe53f1
Adapting iq2_bn: CUDA works
Iwan Kawrakow
2024-10-23 20:07:13 +03:00 -
0d17e8c3c7
Adapting iq2_bn: CUDA dequantize
Iwan Kawrakow
2024-10-23 19:33:05 +03:00 -
2db9f1e314
Adapting iq1_bn to work without separate scale tensors
Iwan Kawrakow
2024-10-23 18:21:29 +03:00 -
2e9b3ba92b
Adapting iq2_bn to work without separate scale tensors
Iwan Kawrakow
2024-10-23 17:57:40 +03:00 -
b535dcd416
Fix quantized k-cache without FA (#105)
Kawrakow
2024-10-24 12:20:30 +02:00 -
9114078959
Fix quantized k-cache without FA (#105)
Kawrakow
2024-10-24 12:20:30 +02:00 -
8957ff4963
This fixes it
ik/fix_quantized_k_cache
Iwan Kawrakow
2024-10-24 13:16:06 +03:00 -
d64d602faa
Added Johannes' changes, still getting NaNs with quantized k-cache.
Iwan Kawrakow
2024-10-24 10:44:43 +03:00 -
33a582466d
Add support for Granite and GraniteMoE models (#102)
Kawrakow
2024-10-22 17:28:14 +02:00 -
b61cf7d0d7
Add support for Granite and GraniteMoE models (#102)
Kawrakow
2024-10-22 17:28:14 +02:00 -
8834177686
Granite: avoid NaNs on CUDA by scaling Q before K*Q multiplication
ik/add_granite
Iwan Kawrakow
2024-10-22 12:24:15 +03:00 -
4a952eb16d
Add Granite and GranoteMoE models
Iwan Kawrakow
2024-10-22 11:56:45 +03:00 -
0f3a424166
Enable q6_0 for flash attention (#101)
Kawrakow
2024-10-22 11:34:49 +02:00 -
462c6cd7b1
Enable q6_0 for flash attention (#101)
Kawrakow
2024-10-22 11:34:49 +02:00 -
5f3e6faac8
Enable q6_0 for flash attention
ik/fattn_enable_q6_0
Iwan Kawrakow
2024-10-21 16:30:10 +03:00 -
7c5a91daf1
Enable IQ4_NL for KV-cache in token generation using Flash Attention (#99)
Kawrakow
2024-10-21 12:16:54 +02:00 -
dbf951df15
Enable IQ4_NL for KV-cache in token generation using Flash Attention (#99)
Kawrakow
2024-10-21 12:16:54 +02:00 -
599a2b7806
Fix typo, which is not really a bug
ik/fattn_enable_iq4_nl
Iwan Kawrakow
2024-10-21 13:12:14 +03:00 -
663a889757
Remove file added by mistake
Iwan Kawrakow
2024-10-21 11:07:41 +03:00 -
1322c3f3e5
Add IQ4_NL + IQ4_NL to FA
Iwan Kawrakow
2024-10-21 11:06:24 +03:00 -
ca7e403946
Update printour of allowed quantized KV-cache combinations
Iwan Kawrakow
2024-10-21 08:32:52 +03:00 -
67acecce76
We don't need these
Iwan Kawrakow
2024-10-20 11:57:25 +03:00 -
4ee931abf9
Enable IQ4_NL for V-cache in token generation
Iwan Kawrakow
2024-10-20 11:49:30 +03:00 -
d336410509
Avoid rebuild of GGML graph for each token (#98)
agray3
2024-10-20 07:36:16 +01:00 -
f2d315b46f
Avoid rebuild of GGML graph for each token (#98)
agray3
2024-10-20 07:36:16 +01:00 -
b091a3513e
Bitnet: make the scale tensors optional (#97)
Kawrakow
2024-10-19 18:52:58 +02:00 -
afbf2ef3e2
Bitnet: make the scale tensors optional (#97)
Kawrakow
2024-10-19 18:52:58 +02:00 -
a3fe796f6c
Bitnet: make the scale tensors optional
ik/bitnet_optional_scales
Iwan Kawrakow
2024-10-19 19:36:44 +03:00 -
b94179b741
Quant strategies: attn_q Q4 & attn_v Q6 for Llama 3.1 Q5_K_S (#96)
Nexes the Elder
2024-10-19 17:24:43 +02:00 -
a077f09bcb
Quant strategies: attn_q Q4 & attn_v Q6 for Llama 3.1 Q5_K_S (#96)
Nexes the Elder
2024-10-19 17:24:43 +02:00 -
a049537904
Attempt to blindly fix Windows build failure (#93)
Kawrakow
2024-10-19 11:43:04 +02:00 -
7b886ae3d8
Attempt to blindly fix Windows build failure (#93)
Kawrakow
2024-10-19 11:43:04 +02:00 -
0e76d21b96
Adding agray3's graph caching approach
ik/cached_graph
Iwan Kawrakow
2024-10-18 18:01:08 +03:00 -
e732da1f57
Attempt to blindly fix Windows build failure
ik/fix_reduce_windows
Iwan Kawrakow
2024-10-18 12:35:47 +03:00 -
c4292bf2d9
iq4_knn: Metal - predictably bad
ik/iq4_knn
Iwan Kawrakow
2024-10-18 09:16:49 +02:00 -
780929a6d0
iq4_knn: ARM_NEON
Iwan Kawrakow
2024-10-18 08:02:22 +02:00 -
cc912c3f7c
iq4_knn: Zen4
Iwan Kawrakow
2024-10-18 11:43:13 +03:00 -
ebb5eb0fc8
iq4_knn: Basics + CUDA
Iwan Kawrakow
2024-10-16 18:37:47 +03:00 -
2b1af6bade
CLI - Specify GGML_TYPE to quantize for the main tensors. (#91)
Nexes the Elder
2024-10-18 09:48:15 +02:00 -
03cabe1540
CLI - Specify GGML_TYPE to quantize for the main tensors. (#91)
Nexes the Elder
2024-10-18 09:48:15 +02:00 -
f369c6f921
Adding IQ4_KSS: 4.0 bpw quants (#89)
Kawrakow
2024-10-16 15:18:26 +03:00 -
76b97c8064
Adding IQ4_KSS: 4.0 bpw quants (#89)
Kawrakow
2024-10-16 15:18:26 +03:00 -
9612cd79d6
iq4_kss: very slightly faster Metal dot product
ik/iq4_kss
Iwan Kawrakow
2024-10-16 15:08:15 +03:00 -
1469b22035
iq4_kss: AVX2
Iwan Kawrakow
2024-10-16 10:18:28 +03:00 -
7cbe979ee0
iq4_kss: somewhat faster Metal dot product
Iwan Kawrakow
2024-10-16 08:47:14 +03:00 -
e01045b02e
iq4_kss: Metal
Iwan Kawrakow
2024-10-16 08:10:16 +03:00 -
df09b884e0
iq4_kss: ARM_NEON. Predictably very slow
Iwan Kawrakow
2024-10-16 07:36:15 +03:00 -
50fbe44766
iq4_kss: new bit arrangement - CUDA and Zen4 work
Iwan Kawrakow
2024-10-15 19:17:45 +03:00 -
026adac30d
iq4_kss: CUDA works
Iwan Kawrakow
2024-10-15 15:07:30 +03:00 -
bb0e3f957e
iq4_kss: another small quantization improvement
Iwan Kawrakow
2024-10-15 14:34:11 +03:00 -
b68c2cb0e0
iq4_kss: slightly better quantization
Iwan Kawrakow
2024-10-15 13:49:51 +03:00 -
b159b2b113
iq4_kss: CUDA dequantize works
Iwan Kawrakow
2024-10-15 11:48:48 +03:00 -
fd89bf186e
iq4_kss: WIP
Iwan Kawrakow
2024-10-15 09:40:11 +03:00 -
a09de6eaef
iq4_ks: faster dot product on Metal (#90)
Kawrakow
2024-10-16 14:13:03 +03:00 -
993ca95e9e
iq4_ks: faster dot product on Metal (#90)
Kawrakow
2024-10-16 14:13:03 +03:00 -
3e0c2519d3
iq4_ks: faster dot product on Metal
ik/metal_faster_iq4ks
Iwan Kawrakow
2024-10-16 14:04:59 +03:00 -
1882040c70
Minor iq3_k tweak
Kawrakow
2024-10-14 18:13:11 +03:00 -
ff23008ed4
Minor iq3_k tweak
Iwan Kawrakow
2024-10-14 18:13:11 +03:00 -
250c325e7e
iq3_k: fix and optimize Metal dot product (#87)
Kawrakow
2024-10-14 10:46:41 +03:00 -
302a6225a1
iq3_k: fix and optimize Metal dot product (#87)
Kawrakow
2024-10-14 10:46:41 +03:00