Jeff Bolz
2112462db4
vulkan: im2col and matmul optimizations for stable diffusion (llama/10942)
...
* tests: Add im2col perf tests
* vulkan: optimize im2col, more elements per thread
* vulkan: increase small tile size for NV_coopmat2
* vulkan: change im2col to 512 elements per workgroup
2025-01-04 10:45:01 +02:00
Jeff Bolz
fc84ecd445
vulkan: Use push constant offset to handle misaligned descriptors (llama/10987)
2025-01-04 10:45:01 +02:00
Eve
8de1e99907
vulkan: multi-row k quants (llama/10846)
...
* multi row k quant shaders!
* better row selection
* more row choices
* readjust row selection
* rm_kq=2 by default
2025-01-04 10:45:01 +02:00
Peter
499af9294a
examples, ggml : fix GCC compiler warnings (llama/10983)
...
Warning types fixed (observed under MSYS2 GCC 14.2.0):
* format '%ld' expects argument of type 'long int', but argument has type 'size_t'
* llama.cpp/src/ggml-vulkan/vulkan-shaders/vulkan-shaders-gen.cpp:81:46: warning: missing initializer for member '_STARTUPINFOA::lpDesktop' [-Wmissing-field-initializers] (emitted for all struct field except first)
2025-01-04 10:45:01 +02:00
Djip007
bcf937c216
ggml : more perfo with llamafile tinyblas on x86_64 (llama/10714)
...
* more perfo with llamafile tinyblas on x86_64.
- add bf16 suport
- change dispache strategie (thanks:
https://github.com/ikawrakow/ik_llama.cpp/pull/71 )
- reduce memory bandwidth
simple tinyblas dispache and more cache freindly
* tinyblas dynamic dispaching
* sgemm: add M blocs.
* - git 2.47 use short id of len 9.
- show-progress is not part of GNU Wget2
* remove not stable test
2025-01-04 10:45:01 +02:00
Diego Devesa
b8d90953d7
ggml : use wstring for backend search paths (llama/10960)
...
ggml-ci
2025-01-04 10:45:01 +02:00
Diego Devesa
60a422147b
ggml : fix arm enabled features check (llama/10961)
2025-01-04 10:45:01 +02:00
Diego Devesa
3387415bad
ggml : fix const usage in SSE path (llama/10962)
2025-01-04 10:45:01 +02:00
yuri@FreeBSD
536ca3ec89
ggml : fix run-time on FreeBSD in get_executable_path() (llama/10948)
2025-01-04 10:45:01 +02:00
Jeff Bolz
a4bb983190
vulkan: build fixes for 32b (llama/10927)
...
* vulkan: build fixes for 32b
Should fix #10923
* vulkan: initialize some buffer/offset variables
2025-01-04 10:45:01 +02:00
Jeff Bolz
39c205f555
vulkan: optimize coopmat2 dequant functions (llama/10855)
...
Change the code to do 16b loads when possible and extract the appropriate
component late, so the code is effectively decoding a pair of elements and
then selecting one. This can allow more commoning to happen in the compiler
when neighboring elements are loaded.
2025-01-04 10:45:01 +02:00
Adrien Gallouët
6d502f33dc
ggml-cpu: replace NEON asm with intrinsics in ggml_gemv_q4_0_4x8_q8_0() (llama/10874)
...
* ggml-cpu: replace NEON asm with intrinsics in ggml_gemv_q4_0_4x8_q8_0()
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
* ggml-cpu: format code
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
---------
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2025-01-04 10:45:01 +02:00
Akarshan Biswas
5ea27d089d
SYCL: Migrate away from deprecated ggml_tensor->backend (llama/10840)
...
* Migrate to tensor->buffer for checking backend buffer type: 1
* SYCL: common.cpp try to migrate away from tensor->backend
* SYCL: fix assertions and add proper comments
* SYCL: remove extra space
* SYCL: Add back static to ggml_backend_buffer_is_sycl_split function
* SYCL: Add pragma directive to suppress warning spam
* SYCL: Integrate debug logs with GGML_LOG and other fixes
* Revert "SYCL: Integrate debug logs with GGML_LOG and other fixes"
This reverts commit 2607b7de0f0d2f4f1f690226f86fa861aa39cb97.
Let's keep the current SYCL specific logging mechanism for now
* SYCL: Use GGML_SYCL_DEBUG after reverting
* SYCL: reg_get_proc_address func, update to the current func signature
* SYCL: Refactor SYCL buffer checks in ggml_sycl_cpy_tensor_2d
2025-01-04 10:45:01 +02:00
Diego Devesa
1462d92588
ggml : add test for SVE and disable when it fails (llama/10906)
2025-01-04 10:45:01 +02:00
Adrien Gallouët
7ba1a41f47
ggml: fix arm build with gcc (llama/10895)
...
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2025-01-04 10:45:01 +02:00
Diego Devesa
5ea088636f
ggml : fix arm build (llama/10890)
...
* ggml: GGML_NATIVE uses -mcpu=native on ARM
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
* ggml: Show detected features with GGML_NATIVE
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
* remove msvc support, add GGML_CPU_ARM_ARCH option
* disable llamafile in android example
* march -> mcpu, skip adding feature macros
ggml-ci
---------
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
Co-authored-by: Adrien Gallouët <angt@huggingface.co>
2025-01-04 10:45:01 +02:00
Georgi Gerganov
f32ddb3b1c
tts : add OuteTTS support (llama/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
2025-01-04 10:45:01 +02:00
Johannes Gäßler
79b75ece03
tests: add tests for GGUF (llama/10830)
2025-01-04 10:45:01 +02:00
Daniel Bevenius
6348d73e55
ggml : improve inputs log sched_print_assignments (ggml/1053)
...
This commit attempts to improve the log message for the inputs of the
splits in the sched_print_assignments function.
The motivation for this change is that currently even if there are no
inputs a colon is displayed at the end of the line, which can make it a
little confusing when reading the output as it could be interpreted as
the line below are inputs when they are in fact nodes. With this change
the colon will only be printed if there actually are inputs.
2025-01-04 10:45:01 +02:00
Samuel Durante
fb36a1538a
readme : fix real-time audio input example build instructions ( #2692 )
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2025-01-02 12:05:38 +02:00
Alter
c81b8b910b
objc : rename ggml-cpu-aarch64.c to .cpp ( #2687 )
2025-01-02 12:05:09 +02:00
Konosuke Sakai
85b60f31d0
docs : replace Core ML with OpenVINO ( #2686 )
2025-01-02 12:03:02 +02:00
Georgi Gerganov
227b5ffa36
make : fix "main" -> "whisper-cli"
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2024-12-31 11:46:17 +02:00
Nikolaj Olsson
36a64a253f
ci : re-enable Windows cublas build ( #2676 )
...
* Enable Windows cublas build
* Re-add v12 cuda
2024-12-31 11:11:42 +02:00
KITAITI Makoto
c84b83c370
ruby : Fix of C++ header guard name, model URI support, type signature and more ( #2683 )
...
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* Add test to make Whisper::Context.new accept URI string
* Add test to make Whisper::Context.new accept URI
* Make Whisper::Context.new accept URI string and URI
* Update README
Revert "Fix argument of rb_undefine_finalizer"
* Fix typos
* Add type signature file
* Assign literarl to const variable
* Load Whisper::Model::URI from Init_whisper
* Simplify .gitignore
* Don't load whisper.so from whisper/model/uri.rb
* Use each_with_object instead of each
* Add Development section to README
* Rename header guard to conform to C++ naming convention
2024-12-30 14:26:35 +02:00
Georgi Gerganov
5136fd92c2
examples : handle "main.exe" deprecation
2024-12-30 13:00:18 +02:00
Andreas Lubbe
7d55637f0b
cli : add --suppress_nst support ( #2664 )
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2024-12-24 09:30:07 +02:00
Andreas Lubbe
0994506054
cli : add no_speech_thold ( #2663 )
2024-12-24 09:29:19 +02:00
Georgi Gerganov
53c9a3a984
cmake : remove hardcoded install rpath
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Georgi Gerganov
ed09075ca0
server : fix help print
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2024-12-22 15:32:05 +02:00
KITAITI Makoto
f07a81aa9f
ruby : bug fix on callbacks and no_speech_prob ( #2656 )
...
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* Don't generate documentation on test
* Move .startup to TestBase class
* Extract new_segment_callback as a function
* Extract progress_callback as a function
* Extract abort_callback as a function
* Extract register_callbacks as a function
* Call callbacks in Whiser::Context#full and #full_parallel
* Fix README
* Care about the cases content-size is nil and TTY is not available
* Add tests for no_speech_prob
* Add Whisper::Context#full_get_segment_no_speech_prob and Whisper::Segment#no_speech_prob
2024-12-21 21:52:06 +02:00
Sacha Arbonel
4183517076
server : add no-speech threshold parameter and functionality ( #2654 )
2024-12-21 17:00:08 +02:00
Georgi Gerganov
f4668169a0
whisper : rename suppress_non_speech_tokens to suppress_nst ( #2653 )
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2024-12-21 12:54:35 +02:00
Sacha Arbonel
944ce49439
server : add option to suppress non-speech tokens ( #2649 )
...
* The parameter will suppress non-speech tokens like [LAUGH], [SIGH], etc. from the output when enabled.
* add to whisper_params_parse
* add missing param
2024-12-21 12:05:05 +02:00
Georgi Gerganov
2e59dced12
whisper : rename binaries + fix install ( #2648 )
...
* whisper : rename binaries + fix install
* cont : try to fix ci
* cont : fix emscripten builds
2024-12-21 09:43:49 +02:00
Georgi Gerganov
e4e05981d6
ruby : update gem version to v1.3.1
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2024-12-20 11:53:27 +02:00
Georgi Gerganov
3de9deead5
release : v1.7.3
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2024-12-18 18:12:40 +02:00
Georgi Gerganov
47f989f9b3
ci : msys enable SDL2 build ( #2635 )
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2024-12-18 12:52:41 +02:00
KITAITI Makoto
acc4e13dee
ruby : sync ggml ( #2643 )
2024-12-18 12:52:16 +02:00
Georgi Gerganov
ba6c2a8fd9
android : try to fix build
2024-12-18 12:52:16 +02:00
Georgi Gerganov
6576af00d7
files : remove old sources
2024-12-18 12:52:16 +02:00
Georgi Gerganov
8ac5db0169
sync : ggml
2024-12-18 12:52:16 +02:00
Georgi Gerganov
61edb117a0
talk-llama : sync llama.cpp
2024-12-18 12:52:16 +02:00
Georgi Gerganov
eb97b257eb
sync : ggml
2024-12-18 12:52:16 +02:00
Georgi Gerganov
479499dc0e
ggml : update ggml_backend_cpu_device_supports_op (llama/10867)
...
* ggml : fix cpy op for IQ-quants to use reference impl
ggml-ci
* ggml : disable tests involving i-matrix quantization
* ggml : update ggml_backend_cpu_device_supports_op
ggml-ci
2024-12-18 12:52:16 +02:00
Eve
d420a759c5
vulkan: bugfixes for small subgroup size systems + llvmpipe test (llama/10809)
...
* ensure mul mat shaders work on systems with subgroup size less than 32
more fixes
add test
* only s_warptile_mmq needs to be run with 32 threads or more
2024-12-18 12:52:16 +02:00
Zhiyuan Li
a1ab9b5e91
rwkv6: add wkv6 support for Vulkan backend (llama/10829)
...
* rwkv_wkv6 vulkan shader
* RWKV_WKV6 Vulkan op tests passed
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* Apply code format changes
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
* add [[unroll]] and remove unnecessary conditions
* add uma support
* fix erros in EditorConfig Checker
---------
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
Co-authored-by: Molly Sophia <mollysophia379@gmail.com>
2024-12-18 12:52:16 +02:00
HimariO
e22d38e4f2
llama : add Qwen2VL support + multimodal RoPE (llama/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>
2024-12-18 12:52:16 +02:00
lhez
856fbaa92f
Introducing experimental OpenCL backend with support for Qualcomm Adreno GPUs (llama/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>
2024-12-18 12:52:16 +02:00
谢乃闻
2c05efa4b1
Fix crash caused by ggml_backend_load_all when launching on Android Activity (llama/10812)
...
* Fix crash caused by ggml_backend_load_all when launching on AndroidActivity.
Details:
Calling ggml_backend_load_all during initialization in the AndroidActivity project leads to a crash with the error:
terminating with uncaught exception of type std::__ndk1::__fs::filesystem::filesystem_error: filesystem error: in directory_iterator::directory_iterator(...): Permission denied [./].
This issue occurs because AndroidActivity restricts file access due to sandboxing.
Reproduction:
In the example folder, the LlamaAndroid project can reproduce the crash by calling ggml_backend_load_all first in Java_android_llama_cpp_LLamaAndroid_backend_1init.
* Update ggml/src/ggml-backend-reg.cpp
---------
Co-authored-by: Diego Devesa <slarengh@gmail.com>
2024-12-18 12:52:16 +02:00
