Concedo
396875e1c4
update api docs and lite
2025-03-29 15:39:25 +08:00
Georgi Gerganov
b4ae50810e
metal : improve FA + improve MoE ( #12612 )
...
* ggml : FA with different K, V head sizes (CPU)
ggml-ci
* metal : add FA with HS=192
* metal : extend FA to support different K and V head sizes
ggml-ci
* metal : add FA vector kernels for heads K 192 and V 128
ggml-ci
* ggml : restrict op on other backends to equal head sizes
ggml-ci
* metal : optimize FA-vec kernel
ggml-ci
* metal : FA remove mq registers
* metal : improve MoE mul_mat_id condition
ggml-ci
* metal : fix comments + remove unnecessary addition
ggml-ci
* metal : avoid too much shared memory usage with mul_mat_id
ggml-ci
2025-03-28 20:21:59 +02:00
Radoslav Gerganov
ab6ab8f809
rpc : send hash when tensor data is above some fixed threshold ( #12496 )
...
* rpc : send hash when tensor data is above some fixed threshold
ref #10095
* rpc : put cache under $HOME/.cache/llama.cpp
* try to fix win32 build
* another try to fix win32 build
* remove llama as dependency
2025-03-28 08:18:04 +02:00
Concedo
0c90d2ebcf
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .github/workflows/build.yml
# CMakeLists.txt
# cmake/common.cmake
# docs/backend/SYCL.md
# examples/main/README.md
# examples/speculative/speculative.cpp
# ggml/CMakeLists.txt
# ggml/src/CMakeLists.txt
# ggml/src/ggml-cpu/CMakeLists.txt
# ggml/src/ggml-musa/CMakeLists.txt
# ggml/src/ggml-sycl/CMakeLists.txt
# ggml/src/ggml-vulkan/vulkan-shaders/CMakeLists.txt
# tests/test-backend-ops.cpp
2025-03-19 19:27:11 +08:00
Molly Sophia
7dfad387e3
llama: Add support for RWKV v7 architecture ( #12412 )
...
* ggml: Add op l2_norm
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* ggml: Add op rwkv_wkv7
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* llama: Add support for RWKV7 and ARWKV7 models
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* llama: fix inference with RWKV6Qwen2
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* llama: add more (a)rwkv7 variants in size
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* Apply code-format changes
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* fix MUSA build
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* llama: fix shape error with rwkv using llama-parallel
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
---------
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
2025-03-18 07:27:50 +08:00
Concedo
ec43d2b147
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .github/workflows/build.yml
# README.md
# common/common.cpp
# examples/embedding/embedding.cpp
# examples/json_schema_to_grammar.py
# examples/llama.android/llama/src/main/cpp/llama-android.cpp
# examples/llama.swiftui/README.md
# examples/llama.swiftui/llama.swiftui.xcodeproj/project.pbxproj
# examples/lookahead/lookahead.cpp
# examples/parallel/parallel.cpp
# examples/passkey/passkey.cpp
# ggml/CMakeLists.txt
# ggml/src/CMakeLists.txt
# ggml/src/ggml-cpu/CMakeLists.txt
# requirements.txt
# requirements/requirements-all.txt
# scripts/fetch_server_test_models.py
# tests/test-chat.cpp
# tests/test-json-schema-to-grammar.cpp
2025-03-06 18:54:58 +08:00
Rémy O
07d1572347
ggml-cpu: Faster IQ1 mul_mat_vec on AVX2 using BMI2 instructions ( #12154 )
...
* ggml-cpu: Faster IQ1 mul_mat_vec on AVX2 using BMI2 instructions
* cmake: Add GGML_BMI2 build option
* ggml: enable BMI2 on relevant CPU variants
* ggml-cpu: include BMI2 in backend score
* ggml-cpu: register BMI2 in ggml_backend_cpu_get_features
* ggml-cpu: add __BMI2__ define when using MSVC
2025-03-06 02:26:10 +01:00
mgroeber9110
5bbe6a9fe9
ggml : portability fixes for VS 2017 ( #12150 )
...
* Add include files for std::min/max and std::toupper/tolower
* win32: move _USE_MATH_DEFINES before includes to ensure M_PI is defined
* Use GGML_RESTRICT instead of "restrict" keyword everywhere, and use "__restrict" in MSVC plain C mode
* win32: only use __restrict in MSVC if C11/C17 support is not enabled
---------
Co-authored-by: Marcus Groeber <Marcus.Groeber@cerence.com>
2025-03-04 18:53:26 +02:00
Concedo
6b7d2349a7
Rewrite history to fix bad vulkan shader commits without increasing repo size
...
added dpe colab (+8 squashed commit)
Squashed commit:
[b8362da4] updated lite
[ed6c037d] move nsigma into the regular sampler stack
[ac5f61c6] relative filepath fixed
[05fe96ab] export template
[ed0a5a3e] nix_example.md: refactor (#1401 )
* nix_example.md: add override example
* nix_example.md: drop graphics example, already basic nixos knowledge
* nix_example.md: format
* nix_example.md: Vulkan is disabled on macOS
Disabled in: 1ccd253acchttps://github.com/LostRuins/koboldcpp/issues/1367
[675c62f7] AutoGuess: Phi 4 (mini) (#1402 )
[4bf56982b8c0df04#1397 )
- place after nsigma and before xtc (+3 squashed commit)
Squashed commit:
[87c52b97ee8906f3e85c0e69#1394 )
* stop counting reps
* fix range-based initializer
* strike that - reverse it
2025-03-05 00:02:20 +08:00
William Tambellini
70680c48e5
ggml : upgrade init_tensor API to return a ggml_status ( #11854 )
...
* Upgrade init_tensor API to return a ggml_status
To prepare for an 'abort-free' ggml
(ggml not to abort on OOMs but return a OOM status),
as agreeed with Diego in the ggml repo,
upgrade the init_tensor() and view_init() APIs
to return a ggml_status.
* misc fixes
---------
Co-authored-by: slaren <slarengh@gmail.com>
2025-02-28 14:41:47 +01:00
Concedo
159c47f0e6
Merge commit ' 335eb04a91' into concedo_experimental
...
# Conflicts:
# .github/workflows/build.yml
# CONTRIBUTING.md
# Makefile
# docs/build.md
# examples/llama.swiftui/llama.swiftui/UI/ContentView.swift
# examples/run/run.cpp
# ggml/CMakeLists.txt
# ggml/src/ggml-cpu/CMakeLists.txt
# ggml/src/ggml-cuda/CMakeLists.txt
# ggml/src/ggml-musa/CMakeLists.txt
2025-02-24 11:55:14 +08:00
Aaron Teo
af7747c95a
ggml-cpu: Support s390x SIMD Instruction Set ( #12019 )
...
* ggml: add s390x ARCH_FLAGS for compilation
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: add SIMD for s390x using vector intrinsics
SIMD is activated for:
* ggml_vec_dot_f32
* ggml_vec_dot_f16
* ggml_vec_mad_f32
* ggml_vec_mad_f16
* ggml_vec_mad_f32_unroll
* ggml_vec_scale_f32
* ggml_vec_scale_f16
SIMD is NOT activated for:
* ggml_vec_dot_f16_unroll (pending bugfix)
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: fix missing escape character in GGML_F32x4_REDUCE
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: add temporary patch for GGML_F32_ARR and GGML_F16_ARR
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: fix s390x GGML_F32x4_REDUCE
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: full SIMD activation for F32,F16 s390x
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: add option to disable s390x VXE/VXE2
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: change vecintrin.h include to ggml-cpu-impl
* add __VXE__ and __VXE2__ macros
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* cmake: add s390x target detection for VX/VXE/VXE2
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: move s390x vector intrinsics to ggml-cpu-impl.h
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: s390x Q8_0 SIMD
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: correct documentation for Q8_0
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: s390x reduce code complexity Q8_0
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: s390x bugfix typo Q8_0
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: s390x SIMD activated for Q4_1
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: s390x inline vec_reve
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: s390x SIMD activation for Q4_0
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: add VXE backend feature
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: remove test.py
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: s390x SIMD activation for quantize_row_q8_0
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: s390x SIMD activation for quantize_row_q8_1
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: s390x SIMD activation for iq4_xs
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: bugfix iq4_xs
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: s390x SIMD activation for iq4_nl
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: add float, double, and long vector data type
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: clean up iq4_xs SIMD
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: fix improper use of restrict keyword
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: update warning message for ggml_vec_tbl
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: untested implementation of ggml_vec_dot_iq2_xxs_q8_K
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: update ggml_vec_dot_q4_1_q8_1 to use typedefs
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: switch to restrict for iq4_nl
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: slight dot product speed improvement for q4_1_q8_1
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: s390x SIMD activation for q6_K
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: add missing `_t` to ggml_int8x16x4_t
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: fix missing `_t` for ggml_vec_xl_s8x4
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: fix more missing `_t`
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: add unroll and prefetch to Q8_0
increase of 3.86% for prompt processing and 32.22% for token generation
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: patch Q8_0 to use proper vector sizes
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: optimise Q8_0 dot prod compute kernel further
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: add unroll and prefetch to Q4_1
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: refactor Q6_K variable naming for readability
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: fix Q6_K typos
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: s390x SIMD activation for Q5_K
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: fix wrong char*x16_t naming
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: Q5_K y0 wrong signness
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: fix Q5_K invalid uchar type
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: fix Q5_K invalid uchar type
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: s390x SIMD activation for Q4_K
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: fix Q4_K invalid vector intrinsics
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: simplify ggml_padd_s16 compute kernel
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: correct ggml-cpu vxe wording
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: change ggml_aligned_malloc alignment to 256
256 is the cache line size for s390x platforms
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: resolve pr merge via cherry-pick 225bbbf#11701 )
* ggml: resolve pr merge via cherry-pick 4571953
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml: cmake remove fork when determining s390x machine type
thank you @ericcurtin
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
---------
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
Co-authored-by: Jinyang He <hejinyang@loongson.cn>
Co-authored-by: junchao-zhao <68935141+junchao-loongson@users.noreply.github.com>
2025-02-22 21:39:24 +00:00
Charles Xu
c5d91a7400
ggml-cpu: Add CPU backend support for KleidiAI library ( #11390 )
...
* ggml-cpu: Add CPU backend support for KleidiAI library
* Add environmental variable GGML_KLEIDIAI_SME
* Add support for multithread LHS conversion
* Switch kernel selection order to dotprod and i8mm
* updates for review comments
* More updates for review comments
* Reorganize and rename KleidiAI files
* Move ggml-cpu-traits.h to source file
* Update cmake for SME build and add alignment for SME
* Remove append GGML_USE_CPU_KLEIDIAI to the GGML_CDEF_PUBLIC list
2025-02-20 15:06:51 +02:00
Concedo
f144b1f345
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .devops/llama-cpp-cuda.srpm.spec
# .devops/llama-cpp.srpm.spec
# .devops/nix/package.nix
# .devops/rocm.Dockerfile
# .github/ISSUE_TEMPLATE/020-enhancement.yml
# .github/ISSUE_TEMPLATE/030-research.yml
# .github/ISSUE_TEMPLATE/040-refactor.yml
# .github/ISSUE_TEMPLATE/config.yml
# .github/pull_request_template.md
# .github/workflows/bench.yml.disabled
# .github/workflows/build.yml
# .github/workflows/labeler.yml
# CONTRIBUTING.md
# Makefile
# README.md
# SECURITY.md
# ci/README.md
# common/CMakeLists.txt
# docs/android.md
# docs/backend/SYCL.md
# docs/build.md
# docs/cuda-fedora.md
# docs/development/HOWTO-add-model.md
# docs/docker.md
# docs/install.md
# docs/llguidance.md
# examples/cvector-generator/README.md
# examples/imatrix/README.md
# examples/imatrix/imatrix.cpp
# examples/llama.android/llama/src/main/cpp/CMakeLists.txt
# examples/llama.swiftui/README.md
# examples/llama.vim
# examples/lookahead/README.md
# examples/lookup/README.md
# examples/main/README.md
# examples/passkey/README.md
# examples/pydantic_models_to_grammar_examples.py
# examples/retrieval/README.md
# examples/server/CMakeLists.txt
# examples/server/README.md
# examples/simple-cmake-pkg/README.md
# examples/speculative/README.md
# flake.nix
# grammars/README.md
# pyproject.toml
# scripts/check-requirements.sh
2025-02-16 02:08:39 +08:00
Georgi Gerganov
68ff663a04
repo : update links to new url ( #11886 )
...
* repo : update links to new url
ggml-ci
* cont : more urls
ggml-ci
2025-02-15 16:40:57 +02:00
Concedo
754fef5204
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .devops/cuda.Dockerfile
# .devops/musa.Dockerfile
# .github/workflows/build.yml
# README.md
# docs/docker.md
# examples/imatrix/imatrix.cpp
# examples/llama-bench/llama-bench.cpp
# examples/main/README.md
# examples/perplexity/perplexity.cpp
# examples/server/README.md
# ggml/src/ggml-cpu/ggml-cpu.c
# ggml/src/ggml-cuda/CMakeLists.txt
# models/templates/deepseek-ai-DeepSeek-R1-Distill-Llama-8B.jinja
# models/templates/deepseek-ai-DeepSeek-R1-Distill-Qwen-32B.jinja
# scripts/get_chat_template.py
# scripts/sync-ggml.last
# tests/test-chat.cpp
# tests/test-gguf.cpp
# tests/test-sampling.cpp
2025-02-15 00:49:46 +08:00
Concedo
39fad991cc
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# README.md
# examples/main/README.md
# examples/run/run.cpp
2025-02-14 11:34:29 +08:00
bandoti
fef0cbeadf
cleanup: fix compile warnings associated with gnu_printf ( #11811 )
2025-02-12 10:06:53 -04:00
Danny Milosavljevic
c2a67efe38
vulkan: Make Vulkan optional at runtime ( #11493 ). ( #11494 )
...
Co-authored-by: Jeff Bolz <jbolz@nvidia.com>
2025-02-10 07:17:21 +01:00
Concedo
db6db9dff9
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .github/workflows/build.yml
# .github/workflows/close-issue.yml
# .github/workflows/server.yml
# AUTHORS
# CMakeLists.txt
# Makefile
# README.md
# cmake/llama.pc.in
# common/CMakeLists.txt
# docs/build.md
# examples/batched.swift/Sources/main.swift
# examples/llama.swiftui/llama.cpp.swift/LibLlama.swift
# examples/llava/CMakeLists.txt
# examples/llava/clip.h
# examples/run/run.cpp
# examples/server/README.md
# ggml/CMakeLists.txt
# ggml/src/ggml-cuda/CMakeLists.txt
# ggml/src/ggml-hip/CMakeLists.txt
# ggml/src/ggml-musa/CMakeLists.txt
# scripts/sync-ggml.last
# tests/CMakeLists.txt
# tests/test-backend-ops.cpp
# tests/test-chat-template.cpp
# tests/test-grammar-integration.cpp
# tests/test-json-schema-to-grammar.cpp
2025-02-07 00:52:31 +08:00
Johannes Gäßler
864a0b67a6
CUDA: use mma PTX instructions for FlashAttention ( #11583 )
...
* CUDA: use mma PTX instructions for FlashAttention
* __shfl_sync workaround for movmatrix
* add __shfl_sync to HIP
Co-authored-by: Diego Devesa <slarengh@gmail.com>
2025-02-02 19:31:09 +01:00
Concedo
96407502cd
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# README.md
# examples/llama-bench/llama-bench.cpp
# examples/llama.android/llama/src/main/cpp/llama-android.cpp
# examples/llama.android/llama/src/main/java/android/llama/cpp/LLamaAndroid.kt
# src/llama-vocab.cpp
# tests/test-backend-ops.cpp
2025-01-17 23:13:50 +08:00
Radoslav Gerganov
667d72846c
rpc : early register backend devices ( #11262 )
...
Early register RPC devices and do not propagate RPC specifics in the
llama model structures.
ref: #10609
2025-01-17 10:57:09 +02:00
Johannes Gäßler
9c8dcefe17
CUDA: backwards pass for misc. ops, add tests ( #11257 )
...
* CUDA: backwards pass for misc. ops, add tests
* remove restrict from pointers
2025-01-16 16:43:38 +01:00
Concedo
11cd7c7bb0
survived the storm, again
2025-01-16 22:25:18 +08:00
Johannes Gäßler
432df2d5f9
RoPE: fix back, CUDA support for back + noncont. ( #11240 )
...
* RoPE: fix back, CUDA support for back + noncont.
* fix comments reg. non-cont. RoPE support [no-ci]
2025-01-15 12:51:37 +01:00
Concedo
b154bd3671
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# README.md
# docs/build.md
# docs/development/HOWTO-add-model.md
# tests/test-backend-ops.cpp
# tests/test-chat-template.cpp
2025-01-10 17:57:38 +08:00
Molly Sophia
ee7136c6d1
llama: add support for QRWKV6 model architecture ( #11001 )
...
llama: add support for QRWKV6 model architecture (#11001 )
* WIP: Add support for RWKV6Qwen2
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* RWKV: Some graph simplification
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* Add support for RWKV6Qwen2 with cpu and cuda GLA
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* RWKV6[QWEN2]: Concat lerp weights together to reduce cpu overhead
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* Fix some typos
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* code format changes
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* Fix wkv test & add gla test
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* Fix cuda warning
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* Update README.md
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* Update ggml/src/ggml-cuda/gla.cu
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* Fix fused lerp weights loading with RWKV6
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* better sanity check skipping for QRWKV6 in llama-quant
thanks @compilade
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
Co-authored-by: compilade <git@compilade.net>
---------
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: compilade <git@compilade.net>
2025-01-10 09:58:08 +08:00
Concedo
e788b8289a
You'll never take us alive
...
We swore that death will do us part
They'll call our crimes a work of art
2025-01-09 11:27:06 +08:00
Johannes Gäßler
53ff6b9b9f
GGUF: C++ refactor, backend support, misc fixes ( #11030 )
...
* GGUF: C++ refactor, backend support, misc fixes
remove ggml_tensor.backend
update CODEOWNERS [no ci]
remove gguf_get_data from API
revise GGUF API data types
2025-01-07 18:01:58 +01:00
Concedo
ee486bad3e
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .github/workflows/build.yml
# README.md
# examples/CMakeLists.txt
# examples/batched/batched.cpp
# examples/gritlm/gritlm.cpp
# examples/llama.android/llama/build.gradle.kts
# examples/main/README.md
# examples/retrieval/retrieval.cpp
# examples/server/CMakeLists.txt
# examples/server/README.md
# ggml/CMakeLists.txt
# ggml/src/ggml-cpu/CMakeLists.txt
# ggml/src/ggml.c
# scripts/compare-commits.sh
# scripts/sync-ggml.last
# tests/CMakeLists.txt
# tests/test-backend-ops.cpp
# tests/test-chat-template.cpp
# tests/test-sampling.cpp
2024-12-19 11:57:43 +08:00
Georgi Gerganov
0bf2d10c55
tts : add OuteTTS support ( #10784 )
...
* server : add "tokens" output
ggml-ci
* server : output embeddings for all tokens when pooling = none
ggml-ci
* server : be explicit about the pooling type in the tests
ggml-ci
* server : do not normalize embeddings when there is no pooling
ggml-ci
* llama : add OuteTTS support (wip)
* wip
* extract features
* first conv
* group norm
* resnet conv
* resnet
* attn
* pos net
* layer norm
* convnext
* head
* hann window
* fix n_embd + remove llama.cpp hacks
* compute hann window
* fft
* spectrum processing
* clean-up
* tts : receive input text and generate codes
* clip : fix new conv name
* tts : minor fix
* tts : add header + minor fixes
ggml-ci
* tts : add matchematical constant
ggml-ci
* tts : fix sampling + cut initial noise
* tts : fixes
* tts : update default samplers
ggml-ci
* tts : text pre-processing
* tts : outetts-voc -> wavtokenizer-dec
* tts : remove hardcoded constants
ggml-ci
* tts : fix tensor shapes
* llama : refactor wavtokenizer tensors
ggml-ci
* cont
ggml-ci
* cont [no ci]
* llama : update WavTokenizer to non-causal attn
* llama : handle no-vocab detokenization
* tts : add Python example for OuteTTS (wip)
* tts : extend python example to generate spectrogram
ggml-ci
* server : fix rebase artifacts
* tts : enable "return_tokens" in Python example
ggml-ci
* tts : minor fixes
* common : support HF download for vocoder
2024-12-18 19:27:21 +02:00
Concedo
f456ed7237
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .devops/nix/package.nix
# .devops/tools.sh
# .github/workflows/build.yml
# Makefile
# README.md
# common/CMakeLists.txt
# common/common.h
# examples/llava/CMakeLists.txt
# examples/run/CMakeLists.txt
# examples/run/README.md
# examples/run/run.cpp
# ggml/CMakeLists.txt
# ggml/src/CMakeLists.txt
# ggml/src/ggml-kompute/ggml-kompute.cpp
# tests/test-backend-ops.cpp
# tests/test-rope.cpp
2024-12-15 15:30:10 +08:00
HimariO
ba1cb19cdd
llama : add Qwen2VL support + multimodal RoPE ( #10361 )
...
* Barebone Qwen2VL LLM convertor
* Add Qwen2VL cli entrypoint
* [WIP] add qwen2vl arch
* Verify m-rope output
* Add vl-rope/2d-rope support for qwen2vl ViT
* update qwen2vl cli tool
* update 5D tensor op workaround
* [WIP] qwen2vl vision model
* make batch and clip utils compatible with qwen2vl
* [WIP] create inference workflow, gguf convert script but fix
* correcting vision-rope behavior, add the missing last layer back to ViT
* add arg parser to qwen2vl_surgery
* replace variable size array with vector
* cuda-gdb cmake preset
* add fp32 mrope, vision rope kernel
* add fp16 support for qwen2vl and m-rope
* add `GGML_ROPE_TYPE_MROPE`, `GGML_ROPE_TYPE_VISION`
* fix rope op mode switching, out dated func args
* update `llama_hparams`
* update to keep up stream changes
* resolve linter, test errors
* add makefile entry, update speical image padding token
* add mrope unit test, fix few compiler warnings
* rename `mrope` related function, params
* minor updates on debug util, bug fixs
* add `m-rope` testcase to `test-backend-ops`
* Apply suggestions from code review
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* fix traililng whitespce
* store `llama_hparams.rope_sections` with fixed size array
* update position id tensor size check in GGML_OP_ROPE
* minor updates
* update `ggml_backend_*_supports_op` of unsupported backends
* remote old `rope_section` compare operator
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-12-14 14:43:46 +02:00
lhez
a76c56fa1a
Introducing experimental OpenCL backend with support for Qualcomm Adreno GPUs ( #10693 )
...
* [cl][adreno] Add Adreno GPU support
Add new OpenCL backend to support Adreno GPUs
---------
Co-authored-by: Skyler Szot <quic_sszot@quicinc.com>
Co-authored-by: Shangqing Gu <quic_shawngu@quicinc.com>
Co-authored-by: Alexander Angus <quic_aangus@quicinc.com>
Co-authored-by: Hongqiang Wang <quic_wangh@quicinc.com>
Co-authored-by: Max Krasnyansky <quic_maxk@quicinc.com>
* [cl][ci] Add workflow for CL
* [cl][adreno] Fix memory leak for non SMALL_ALLOC path
* opencl: integrate backend dyn.load interface and fix compiler and format warnings
* opencl: remove small-alloc support and fix build errors for non-opencl platforms
* opencl: fixed merge conflict (MUSA added twice in cmake)
* opencl-ci: use RUNNER_TEMP instead of github.workspace
* opencl: fix embed tool invocation with python3
* opencl: CI workflow fixes
* opencl: Clean up small-alloc in CMake files
* opencl: cleanup ggml-opencl2 header file
* opencl: use ulong for offsets and strides in ADD kernel
* opencl: use cl_ulong for all offsets
* opencl: use cl_ulong for sizes and strides
* opencl: use `GGML_LOG_xxx` instead of `fprintf(stderr, ...)`
* opencl: rename backend `opencl2` -> `opencl`
* opencl: rename kernel files `ggml-opencl2` -> `ggml-opencl`
* opencl: make OpenCL required, remove redundant lib and inc directories
* `ggml-base`, `..` and `.` are added by `ggml_add_backend_library`
* opencl: rename backend - funcs, structs, etc `opencl2` -> `opencl`
* opencl: remove copyright marker since main license already covers
* opencl: replace some more OPENCL2 leftovers
* opencl: remove limits on `tensor_extra`
* opencl: use pools for `tensor_extra`
* opencl: fix compiler warnings with GCC and Clang
Still getting the warning about clCreateCmdQueue being obsolete.
Will fix that separately.
* opencl: fail gracefully if opencl devices are not available
Also for unsupported GPUs.
* opencl: fix MSVC builds (string length error)
* opencl: check for various requirements, allow deprecated API
* opencl: update log message for unsupported GPUs
---------
Co-authored-by: Skyler Szot <quic_sszot@quicinc.com>
Co-authored-by: Shangqing Gu <quic_shawngu@quicinc.com>
Co-authored-by: Alexander Angus <quic_aangus@quicinc.com>
Co-authored-by: Hongqiang Wang <quic_wangh@quicinc.com>
Co-authored-by: Max Krasnyansky <quic_maxk@quicinc.com>
2024-12-13 12:23:52 -08:00
Concedo
bcec998979
backported support for old interleaved aarch64 quants e.g. q4_0_4_4
2024-12-13 17:10:20 +08:00
Concedo
de64b9198c
merge checkpoint 2 - functional merge without q4_0_4_4 (need regen shaders)
2024-12-13 17:04:19 +08:00
Concedo
4c4ce5e808
rewritten checkpoint 1 - before coopmat
2024-12-13 16:55:23 +08:00
Gilad S.
43041d2eb3
ggml: load all backends from a user-provided search path ( #10699 )
...
* feat: load all backends from a user-provided search path
* fix: Windows search path
* refactor: rename `ggml_backend_load_all_in_search_path` to `ggml_backend_load_all_from_path`
* refactor: rename `search_path` to `dir_path`
* fix: change `NULL` to `nullptr`
Co-authored-by: Diego Devesa <slarengh@gmail.com>
* fix: change `NULL` to `nullptr`
---------
Co-authored-by: Diego Devesa <slarengh@gmail.com>
2024-12-11 01:47:21 +01:00
Djip007
19d8762ab6
ggml : refactor online repacking ( #10446 )
...
* rename ggml-cpu-aarch64.c to .cpp
* reformat extra cpu backend.
- clean Q4_0_N_M and IQ4_0_N_M
- remove from "file" tensor type
- allow only with dynamic repack
- extract cpu extra bufts and convert to C++
- hbm
- "aarch64"
- more generic use of extra buffer
- generalise extra_supports_op
- new API for "cpu-accel":
- amx
- aarch64
* clang-format
* Clean Q4_0_N_M ref
Enable restrict on C++
* add op GGML_OP_MUL_MAT_ID for Q4_0_N_M with runtime repack
* added/corrected control on tensor size for Q4 repacking.
* Update ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* Update ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* add debug logs on repacks.
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-12-07 14:37:50 +02:00
PAB
c2082d93a8
ggml : add GGML_PAD_REFLECT_1D operation (ggml/1034)
...
* ggml_pad_reflect_1d defined in header
* implemented on CPU
* called the forward pass
* impl Metal kernel
* added Metal kernel
* added OP_PAD_REFLECT_1D in test-backend-ops.cpp
* add test-pad-reflect-1d test case
* test case support multiple backend
2024-12-05 13:27:31 +02:00
Concedo
557bcaf86e
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .clang-tidy
# .github/workflows/build.yml
# Makefile
# Package.swift
# common/CMakeLists.txt
# examples/batched-bench/CMakeLists.txt
# examples/batched/CMakeLists.txt
# examples/convert-llama2c-to-ggml/CMakeLists.txt
# examples/cvector-generator/CMakeLists.txt
# examples/embedding/CMakeLists.txt
# examples/eval-callback/CMakeLists.txt
# examples/export-lora/CMakeLists.txt
# examples/gbnf-validator/CMakeLists.txt
# examples/gguf-split/CMakeLists.txt
# examples/gguf/CMakeLists.txt
# examples/gritlm/CMakeLists.txt
# examples/imatrix/CMakeLists.txt
# examples/infill/CMakeLists.txt
# examples/llama-bench/CMakeLists.txt
# examples/llava/CMakeLists.txt
# examples/lookahead/CMakeLists.txt
# examples/lookup/CMakeLists.txt
# examples/main-cmake-pkg/CMakeLists.txt
# examples/main/CMakeLists.txt
# examples/parallel/CMakeLists.txt
# examples/passkey/CMakeLists.txt
# examples/perplexity/CMakeLists.txt
# examples/quantize-stats/CMakeLists.txt
# examples/quantize/CMakeLists.txt
# examples/retrieval/CMakeLists.txt
# examples/run/CMakeLists.txt
# examples/save-load-state/CMakeLists.txt
# examples/server/CMakeLists.txt
# examples/simple-chat/CMakeLists.txt
# examples/simple/CMakeLists.txt
# examples/speculative-simple/CMakeLists.txt
# examples/speculative/CMakeLists.txt
# examples/tokenize/CMakeLists.txt
# ggml/CMakeLists.txt
# ggml/src/CMakeLists.txt
# ggml/src/ggml-backend.cpp
# ggml/src/ggml-cpu/CMakeLists.txt
# ggml/src/ggml-vulkan/vulkan-shaders/CMakeLists.txt
# pocs/vdot/CMakeLists.txt
# src/CMakeLists.txt
# src/unicode.cpp
# tests/test-sampling.cpp
2024-11-30 12:24:51 +08:00
Concedo
ec95241e38
temp checkpoint
2024-11-30 11:59:27 +08:00
Diego Devesa
7cc2d2c889
ggml : move AMX to the CPU backend ( #10570 )
...
* ggml : move AMX to the CPU backend
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-11-29 21:54:58 +01:00
Shupei Fan
c202cef168
ggml-cpu: support IQ4_NL_4_4 by runtime repack ( #10541 )
...
* ggml-cpu: support IQ4_NL_4_4 by runtime repack
* ggml-cpu: add __ARM_FEATURE_DOTPROD guard
2024-11-28 13:52:03 +01:00
Concedo
ec581b19d8
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .github/ISSUE_TEMPLATE/010-bug-compilation.yml
# .github/ISSUE_TEMPLATE/011-bug-results.yml
# .github/ISSUE_TEMPLATE/019-bug-misc.yml
# .github/workflows/build.yml
# .github/workflows/docker.yml
# CMakeLists.txt
# Makefile
# Package.swift
# examples/CMakeLists.txt
# examples/eval-callback/CMakeLists.txt
# examples/llama-bench/llama-bench.cpp
# examples/server/README.md
# examples/server/server.cpp
# examples/simple-chat/simple-chat.cpp
# examples/simple/simple.cpp
# examples/speculative-simple/speculative-simple.cpp
# examples/speculative/speculative.cpp
# ggml/CMakeLists.txt
# ggml/src/CMakeLists.txt
# ggml/src/ggml-amx/CMakeLists.txt
# ggml/src/ggml-blas/CMakeLists.txt
# ggml/src/ggml-cann/CMakeLists.txt
# ggml/src/ggml-cpu/CMakeLists.txt
# ggml/src/ggml-cuda/CMakeLists.txt
# ggml/src/ggml-hip/CMakeLists.txt
# ggml/src/ggml-kompute/CMakeLists.txt
# ggml/src/ggml-kompute/ggml-kompute.cpp
# ggml/src/ggml-metal/CMakeLists.txt
# ggml/src/ggml-musa/CMakeLists.txt
# ggml/src/ggml-rpc/CMakeLists.txt
# ggml/src/ggml-sycl/CMakeLists.txt
# ggml/src/ggml-vulkan/CMakeLists.txt
# pocs/CMakeLists.txt
# tests/CMakeLists.txt
# tests/test-backend-ops.cpp
# tests/test-quantize-fns.cpp
2024-11-26 17:01:20 +08:00
Diego Devesa
5931c1f233
ggml : add support for dynamic loading of backends ( #10469 )
...
* ggml : add support for dynamic loading of backends
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-11-25 15:13:39 +01:00
Concedo
282a647689
Merge commit ' 467576b6cc' into concedo_experimental
...
# Conflicts:
# .gitignore
# Makefile
# README.md
# common/common.h
# docs/build.md
# examples/infill/infill.cpp
# examples/perplexity/perplexity.cpp
# examples/server/README.md
# ggml/CMakeLists.txt
# ggml/src/CMakeLists.txt
# ggml/src/ggml-cuda/CMakeLists.txt
# scripts/sync-ggml-am.sh
# scripts/sync-ggml.sh
# tests/CMakeLists.txt
# tests/test-backend-ops.cpp
# tests/test-opt.cpp
# tests/test-quantize-perf.cpp
2024-11-21 16:05:21 +08:00
Johannes Gäßler
8a43e940ab
ggml: new optimization interface (ggml/988)
2024-11-17 08:30:29 +02:00
Concedo
590553ef07
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .devops/llama-cli-intel.Dockerfile
# .devops/llama-server-intel.Dockerfile
# .github/workflows/build.yml
# CMakePresets.json
# Makefile
# docs/backend/SYCL.md
# docs/build.md
# ggml/CMakeLists.txt
# ggml/src/ggml-cpu/CMakeLists.txt
# scripts/compare-llama-bench.py
# scripts/sync-ggml-am.sh
# scripts/sync-ggml.last
2024-11-16 17:20:14 +08:00
