mirror of
https://github.com/ggml-org/llama.cpp.git
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cd8370b40890dd40ae91a1cc0206107cf78c9303
9
Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
  Alberto Cabrera PérezandGeorgi Gerganov
|
cd8370b408 |
ggml-cpu: aarm64: q4_K repack gemm and gemv implementations (dotprod only) (#17494)
* Enabled q4_K_4x8 path * Fixed generic Q4_K 8x4 implementation * wip: dotprod gemm * Working arm q4_K dotprod gemm Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai> * Undo acc rename Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai> * Q4_K arm dotprod gemm Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai> * Fix: q4_qs reinterpret from uint to int Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai> * Removed comments * Fixed macro guards * Fixed unused vars in generic implementation * Fixed unused vars in 8x4 repack * Fixed unused vars in generic implementation, unneeded comment * Missing arch fallback for x86 * minor : style --------- Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> |
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 Alberto Cabrera PérezandDiego Devesa
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dbb852b549 |
ggml-cpu: arm64: q4_K repack gemm and gemv implementations (i8mm) (#16739)
* Enabled q4_K_8x8_q8_K path on ARM * wip: I8mm qs multiplication, pending bias * cpu : arm : REPACK gemm q4_K8x8 implementation Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai> * Guard gemm with proper features, improved superblock scale and min calc Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai> * cpu: arm: Implemented REPACK gemv for Q4_K Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai> * Removed completed TODO * Fixed missing guards when selecting optimal repack type for Q4_K Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai> * Fixed macro guard for gemv * Fixed wrong comment in GEMV * Fixed warning for unused variable * vdotq_s32 -> ggml_vdotq_s32 Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai> * Clang-format issues * Apply suggestions from code review Co-authored-by: Diego Devesa <slarengh@gmail.com> * Removed unnecessary GGML_UNUSED * Fixed guards in q4_k gemm and gemv (repack) --------- Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai> Co-authored-by: Diego Devesa <slarengh@gmail.com> |
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 fj-y-saitoandGeorgi Gerganov
|
df70bedda7 |
arm64: add i8mm route with SVE ggml_vec_dot_q4_K_q8_K and ggml_vec_dot_q6_K_… (#15277)
* add i8mm route with SVE ggml_vec_dot_q4_K_q8_K and ggml_vec_dot_q6_K_q8_K * Surround SVE function with compiler directive * fix compile switch * fix coding style * ggml : fix indent --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> |
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|
fd1234cb46 |
llama : add gpt-oss (#15091)
* oai moe * compat with new checkpoint * add attn sink impl * add rope scaling yarn * logits match with latest transformers code * wip chat template * rm trailing space * use ggml_scale_bias * rm redundant is_swa_all * convert interleaved gate_up * graph : fix activation function to match reference (#7) * vocab : handle o200k_harmony special tokens * ggml : add attention sinks support (#1) * llama : add attn sinks * ggml : add attn sinks * cuda : add attn sinks * vulkan : add support for sinks in softmax remove unnecessary return * ggml : add fused swiglu_oai op (#11) * ggml : add fused swiglu_oai op * Update ggml/src/ggml-cpu/ops.cpp Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> * update CUDA impl * cont : metal impl * add vulkan impl * test-backend-ops : more test cases, clean up * llama : remove unfused impl * remove extra lines --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> --------- Co-authored-by: slaren <slarengh@gmail.com> * repack mxfp4 upon conversion * clean up a bit * enable thinking * add quick hack to render only some special tokens * fix bf16 conversion * remove vocab hack * webui ok * support chat parsing for gpt-oss * fix webui * direct mapping mxfp4, FINALLY * force using mxfp4 * properly use lazy tensor * ggml : add mxfp4 ggml : use e8m0 conversion instead of powf Co-authored-by: Diego Devesa <slarengh@gmail.com> change kvalues_mxfp4 table to match e2m1 (#6) metal : remove quantization for now (not used) cuda : fix disabled CUDA graphs due to ffn moe bias vulkan : add support for mxfp4 cont : add cm2 dequant * ggml : add ggml_add_id (#13) * ggml : add ggml_add_id * add cuda impl * llama : add weight support check for add_id * perf opt * add vulkan impl * rename cuda files * add metal impl * allow in-place ggml_add_id * llama : keep biases on CPU with --cpu-moe * llama : fix compile error ggml-ci * cuda : add fallback for __nv_cvt_e8m0_to_bf16raw ggml-ci * cleanup ggml-ci * sycl : fix supports_op for MXFP4 ggml-ci * fix Unknown reasoning format * ggml-cpu : fix AVX build ggml-ci * fix hip build ggml-ci * cuda : add mxfp4 dequantization support for cuBLAS ggml-ci * ggml-cpu : fix mxfp4 fallback definitions for some architectures ggml-ci * cuda : fix version required for __nv_cvt_e8m0_to_bf16raw --------- Co-authored-by: Xuan Son Nguyen <son@huggingface.co> Co-authored-by: slaren <slarengh@gmail.com> |
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 xctan
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db16e2831c |
ggml-cpu : deduplicate scalar implementations (#14897)
* remove redundant code in riscv * remove redundant code in arm * remove redundant code in loongarch * remove redundant code in ppc * remove redundant code in s390 * remove redundant code in wasm * remove redundant code in x86 * remove fallback headers * fix x86 ggml_vec_dot_q8_0_q8_0 |
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 Aaron Teoandslaren
|
60ef23d6c1 |
ggml-cpu: enable IBM NNPA Vector Intrinsics (#14317)
* ggml-cpu: add nnpa compile flag Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> (cherry picked from commit |
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|
Diego Devesa
|
8f71d0f3e8 |
ggml-cpu : remove unnecesary arm feature detection (#14281)
Support for Arm runtime feature detection has now been added to GGML_CPU_ALL_VARIANTS. This removes the old and not very functional code. |
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 Christian Kastner
|
532802f938 |
Implement GGML_CPU_ALL_VARIANTS for ARM (#14080)
* ggml-cpu: Factor out feature detection build from x86 * ggml-cpu: Add ARM feature detection and scoring This is analogous to cpu-feats-x86.cpp. However, to detect compile-time activation of features, we rely on GGML_USE_<FEAT> which need to be set in cmake, instead of GGML_<FEAT> that users would set for x86. This is because on ARM, users specify features with GGML_CPU_ARM_ARCH, rather than with individual flags. * ggml-cpu: Implement GGML_CPU_ALL_VARIANTS for ARM Like x86, however to pass around arch flags within cmake, we use GGML_INTERNAL_<FEAT> as we don't have GGML_<FEAT>. Some features are optional, so we may need to build multiple backends per arch version (armv8.2_1, armv8.2_2, ...), and let the scoring function sort out which one can be used. * ggml-cpu: Limit ARM GGML_CPU_ALL_VARIANTS to Linux for now The other platforms will need their own specific variants. This also fixes the bug that the the variant-building branch was always being executed as the else-branch of GGML_NATIVE=OFF. The branch is moved to an elseif-branch which restores the previous behavior. |
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 xctanandGeorgi Gerganov
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f470bc36be |
ggml-cpu : split arch-specific implementations (#13892)
* move ggml-cpu-aarch64 to repack * split quantize_row_q8_0/1 * split helper functions * split ggml_vec_dot_q4_0_q8_0 * split ggml_vec_dot_q4_1_q8_1 * split ggml_vec_dot_q5_0_q8_0 * split ggml_vec_dot_q5_1_q8_1 * split ggml_vec_dot_q8_0_q8_0 * split ggml_vec_dot_tq1_0_q8_K * split ggml_vec_dot_tq2_0_q8_K * split ggml_vec_dot_q2_K_q8_K * split ggml_vec_dot_q3_K_q8_K * split ggml_vec_dot_q4_K_q8_K * split ggml_vec_dot_q5_K_q8_K * split ggml_vec_dot_q6_K_q8_K * split ggml_vec_dot_iq2_xxs_q8_K * split ggml_vec_dot_iq2_xs_q8_K * split ggml_vec_dot_iq2_s_q8_K * split ggml_vec_dot_iq3_xxs_q8_K * split ggml_vec_dot_iq3_s_q8_K * split ggml_vec_dot_iq1_s_q8_K * split ggml_vec_dot_iq1_m_q8_K * split ggml_vec_dot_iq4_nl_q8_0 * split ggml_vec_dot_iq4_xs_q8_K * fix typos * fix missing prototypes * rename ggml-cpu-quants.c * rename ggml-cpu-traits * rename arm folder * move cpu-feats-x86.cpp * rename ggml-cpu-hbm * update arm detection macro in quants.c * move iq quant tables * split ggml_quantize_mat_q8_0/K * split ggml_gemv_* * split ggml_gemm_* * rename namespace aarch64 to repack * use weak aliases to replace test macros * rename GGML_CPU_AARCH64 to GGML_CPU_REPACK * rename more aarch64 to repack * clean up rebase leftover * fix compilation errors * remove trailing spaces * try to fix clang compilation errors * try to fix clang compilation errors again * try to fix clang compilation errors, 3rd attempt * try to fix clang compilation errors, 4th attempt * try to fix clang compilation errors, 5th attempt * try to fix clang compilation errors, 6th attempt * try to fix clang compilation errors, 7th attempt * try to fix clang compilation errors, 8th attempt * try to fix clang compilation errors, 9th attempt * more cleanup * fix compilation errors * fix apple targets * fix a typo in arm version of ggml_vec_dot_q4_K_q8_K Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> |