2271 Commits

Author SHA1 Message Date
Daniel Bevenius
ee6286c35d
examples : fix nthread parsing in whisper.wasm (#2938)
This commit fixes the nthread parsing in the whisper.wasm example when
using the `Threads` slider to change the number of threads to be used.

Currently this results in the following error:
```console
main.js:5597 Uncaught TypeError: Cannot convert "5" to int
    at checkAssertions (main.js:5597:21)
    at Object.toWireType (main.js:5611:15)
    at Object.full_default (eval at new_ (main.js:5292:27), <anonymous>:10:26)
    at whisper.wasm/:649:42
```
2025-03-24 14:40:00 +01:00
Daniel Bevenius
c7941d5ccc
examples : fix request path for local worker files (#2937)
This commit adds a fix to the server.py file to handle requests for
web worker files when running the local python server to test the wasm
examples.

The motivation for this is that currently the server is serving files
from the build-em/bin directory which is where the .worker.js files
exist. But when examples access these resources they do so with the
application context path, for example /whisper.wasm/libmain.worker.js
but this will not be found as it currently works.
2025-03-24 14:33:45 +01:00
Daniel Bevenius
b82ac32a6c
ggml : add logging for native build options/vars (#2935)
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This commit adds debug level logging for the native build options and
variables to ggml/CMakeLists.txt.

The motivation for this is that it can be useful to see the effective
result of `GGML_NATIVE`, `GGML_NATIVE_DEFAULT`, and `INS_ENB` for a
cmake build. I've found myself adding similar logging a few times now,
so I thought it might be a good idea to add this.

Example output, specifying `-DCMAKE_MESSAGE_LOG_LEVEL=DEBUG` when
running cmake produces the following output:
```console
-- GGML_NATIVE         : OFF
-- GGML_NATIVE_DEFAULT : OFF
-- INS_ENB             : OFF
```
2025-03-24 09:53:38 +01:00
Peter
edf1ee1ef8
whisper : enhance model download scripts functionality and resolve compiler warning (#2925)
* whisper : improve whisper-cli executable path detection in model download shell scripts

If whisper-cli is found on the path, do not suggest invoking from build directory. This improves flexibility and usability for distribution and packaging scenarios.

* whisper : enhance Windows model download batch script to have comparable functionality and behaviour as shell scripts

* Download models to the current directory if the script is executed from the \bin\ directory (for future distribution scenarios where the script is in the \bin\ subdirectory of a Windows build)
* Add model_path command line argument
* If whisper-cli is found on the path, do not suggest invoking from build directory

* whisper : resolve compiler warning by removing duplicate definition of NOMINMAX in whisper-cli code
2025-03-24 10:39:50 +02:00
Daniel Bevenius
cf5ddb8c21
whisper : initialize decoder's rng with unique seed (#2932)
This change initializes each decoder's random number generator with a
unique seed.

The motivation for this is that currently all decoders are initialized
with the same seed value, 0. The result of this is that for the same
state (logits, probs, and logprobs) they will produce the same output.
2025-03-24 09:36:07 +01:00
Daniel Bevenius
7fe4979f25
ci : remove CMAKE_CUDA_ARCHITECTURES in windows-cublas (#2923)
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This commit removes the -DCMAKE_CUDA_ARCHITECTURES=all flag from the
windows-cublas job in the build.yml file.

The motivation for this is that building for all architectures is
unnecessary and takes a long time. Without this flag the architectures
will instead be set by ggml-cuda.

Refs: https://github.com/ggerganov/whisper.cpp/pull/2915#issuecomment-2743160743
2025-03-22 15:40:28 +01:00
Peter
9bc0dc7235
whisper : update default model download directory behavior to use current working directory when script is in /bin/ directory (#2924)
This change ensures that when the script is packaged and distributed, models are downloaded to the current directory instead of the script's location, preventing conflicts with system directories. This improves flexibility and usability for distribution and packaging scenarios.
2025-03-22 16:27:57 +02:00
Daniel Bevenius
3fc6ad97a3
whisper.swiftui : Add Core ML support to README [no ci] (#2921)
This commit updates the README to include instructions on how to use
a Core ML model with the example.
2025-03-21 11:38:32 +01:00
Daniel Bevenius
663cafc1e8
readme : update Python version to 3.11 for Core ML support [no -ci] (#2919)
This commit updates the recommended version of Python to 3.11 for Core
ML conversion support. It also adds the `-e` flag to the
`generate-coreml-model.sh` script to ensure that the script exits on the
first error.

The motivation for this that when following the installation instructions
using Python 3.10 I get the following error:
```console
(venv) $ ./models/generate-coreml-model.sh base.en

A module that was compiled using NumPy 1.x cannot be run in
NumPy 2.1.3 as it may crash. To support both 1.x and 2.x
versions of NumPy, modules must be compiled with NumPy 2.0.
Some module may need to rebuild instead e.g. with 'pybind11>=2.12'.

If you are a user of the module, the easiest solution will be to
downgrade to 'numpy<2' or try to upgrade the affected module.
We expect that some modules will need time to support NumPy 2.

Traceback (most recent call last):  File "/whisper-work/models/convert-whisper-to-coreml.py", line 2, in <module>
    import torch
  File "/whisper-work/venv/lib/python3.10/site-packages/torch/__init__.py", line 870, in <module>
    from . import _masked
  File "/whisper-work/venv/lib/python3.10/site-packages/torch/_masked/__init__.py", line 420, in <module>
    def sum(input: Tensor,
  File "/whisper-work/venv/lib/python3.10/site-packages/torch/_masked/__init__.py", line 223, in _apply_docstring_templates
    example_input = torch.tensor([[-3, -2, -1], [0, 1, 2]])
/whisper-work/venv/lib/python3.10/site-packages/torch/_masked/__init__.py:223: UserWarning: Failed to initialize NumPy: _ARRAY_API not found (Triggered internally at  /Users/distiller/project/pytorch/torch/csrc/utils/tensor_numpy.cpp:68.)
  example_input = torch.tensor([[-3, -2, -1], [0, 1, 2]])
Minimum required torch version for importing coremltools.optimize.torch is 2.1.0. Got torch version 1.11.0.
Traceback (most recent call last):
  File "/whisper-work/models/convert-whisper-to-coreml.py", line 4, in <module>
    import coremltools as ct
  File "/whisper-work/venv/lib/python3.10/site-packages/coremltools/__init__.py", line 120, in <module>
    from . import converters, models, optimize, proto
  File "/whisper-work/venv/lib/python3.10/site-packages/coremltools/converters/__init__.py", line 7, in <module>
    from . import libsvm, sklearn, xgboost
  File "/Users/danbev/work/ai/whisper-work/venv/lib/python3.10/site-packages/coremltools/converters/xgboost/__init__.py", line 6, in <module>
    from ._tree import convert
  File "/Users/danbev/work/ai/whisper-work/venv/lib/python3.10/site-packages/coremltools/converters/xgboost/_tree.py", line 9, in <module>
    from ._tree_ensemble import convert_tree_ensemble as _convert_tree_ensemble
  File "/Users/danbev/work/ai/whisper-work/venv/lib/python3.10/site-packages/coremltools/converters/xgboost/_tree_ensemble.py", line 11, in <module>
    from ...models.tree_ensemble import TreeEnsembleClassifier
  File "/Users/danbev/work/ai/whisper-work/venv/lib/python3.10/site-packages/coremltools/models/__init__.py", line 6, in <module>
    from . import (
  File "/Users/danbev/work/ai/whisper-work/venv/lib/python3.10/site-packages/coremltools/models/ml_program/__init__.py", line 6, in <module>
    from . import compression_utils
  File "/Users/danbev/work/ai/whisper-work/venv/lib/python3.10/site-packages/coremltools/models/ml_program/compression_utils.py", line 8, in <module>
    from coremltools.converters.mil.mil import Operation as _Operation
  File "/Users/danbev/work/ai/whisper-work/venv/lib/python3.10/site-packages/coremltools/converters/mil/__init__.py", line 7, in <module>
    from .frontend.tensorflow.tf_op_registry import register_tf_op
  File "/Users/danbev/work/ai/whisper-work/venv/lib/python3.10/site-packages/coremltools/converters/mil/frontend/__init__.py", line 6, in <module>
    from . import tensorflow, tensorflow2, torch
  File "/Users/danbev/work/ai/whisper-work/venv/lib/python3.10/site-packages/coremltools/converters/mil/frontend/torch/__init__.py", line 11, in <module>
    from . import ops, quantization_ops
  File "/Users/danbev/work/ai/whisper-work/venv/lib/python3.10/site-packages/coremltools/converters/mil/frontend/torch/ops.py", line 36, in <module>
    from .internal_graph import InternalTorchIRGraph, InternalTorchIRNode
  File "/Users/danbev/work/ai/whisper-work/venv/lib/python3.10/site-packages/coremltools/converters/mil/frontend/torch/internal_graph.py", line 15, in <module>
    from .exir_utils import extract_io_from_exir_program
  File "/Users/danbev/work/ai/whisper-work/venv/lib/python3.10/site-packages/coremltools/converters/mil/frontend/torch/exir_utils.py", line 99, in <module>
    ) -> Dict[str, torch.fx.Node]:
AttributeError: module 'torch' has no attribute 'fx'
```
Using Python3.11 the conversion script runs without any errors.
2025-03-21 10:31:55 +01:00
Daniel Bevenius
be9de81171
whisper : add check for CPU backend initialization (#2918)
This commit adds a check for the CPU backend initialization in the
whisper library. If the initialization fails, an exception is thrown.

The motivation for this change is to make the library more robust and
handle the case when the CPU backend initialization fails.

Resolves: https://github.com/ggerganov/whisper.cpp/issues/2917
2025-03-21 09:53:26 +01:00
Daniel Bevenius
21fb513ef1
examples : update whisper.objc README.md (#2916)
This commit updates the hisper.objc README.md to reflect the changes of
using the xcframework and the new build process.

Since whisper.cpp is no longer compiled by the example project, instead
the library from the xframework will be used, the build instructions
have been removed.
2025-03-21 09:52:53 +01:00
Daniel Bevenius
4e56747944
ci : increase windows-cublas evict-old-files to 5d (#2915)
This commit updates the evict-old-files parameter for the windows-cublas
build job to 5 days.

The motivation for this change is to avoid the full rebuild which takes
around 1.5 hours for the windows-cublas build job. Considering that
there are periods of low traffic on whisper.cpp (like weekends etc.) it
might be better to have a longer eviction policy to avoid the full
rebuild.
2025-03-21 08:19:24 +01:00
Daniel Bevenius
ca75449a92
xcframework : add support for CoreML to ios/macOS (#2912)
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* xcframework : add support for CoreML to ios/macOS

This commit add support for compiling whisper with CoreML support for
iOS and macOS.

The motivation for this change is it will allow users to use a Core ML
model or fall back to a ggml model if Core ML is not available.

With the updated xcframework, I was able to run the whisper.objc example
and successfully load a Core ML model:
```console
whisper_init_state: loading Core ML model from '/Users/danbev/Library/Developer/CoreSimulator/Devices/25E8C27D-0253-4281-AF17-C3F2A4D1D8F4/data/Containers/Bundle/Application/B81F6FF0-BF1A-40DF-AC2A-3908EC4BCC9A/whisper.objc.app/ggml-base.en-encoder.mlmodelc'
whisper_init_state: first run on a device may take a while ...
whisper_init_state: Core ML model loaded
```

* squash! xcframework : add support for CoreML to ios/macOS

Fix grammar in output message.
2025-03-20 18:39:08 +01:00
Daniel Bevenius
80dad86b2c
examples : add WHISPER_SDL2 check to deprecation executables (#2911)
This commit adds a check for `WHISPER_SDL2` to the deprecation warning
examples. This is to prevent the examples from being built when
WHISPER_SDL2 is not enabled.

The motivation for this is that currently these deprecation executables
are generate and when run they refer the user to examples with other
names, for example `whisper-command` but unless they have built with
`WHISPER_SDL2` those executable will not be present:
```console
$ ls build/bin/
bench  command  main  quantize  stream  whisper-bench  whisper-cli
whisper-server

$ ./build/bin/command

WARNING: The binary 'command' is deprecated.
 Please use 'whisper-command' instead.
 See https://github.com/ggerganov/whisper.cpp/tree/master/examples/deprecation-warning/README.md for more information.
```
2025-03-20 18:36:02 +01:00
Daniel Bevenius
485ece6725
ci : use ninja and fix caching for windows-cublas (#2910)
This commit updates the windows-cublas job to use Ninja as the build
system instead of msbuild/msvc.

The motivation for this is that msbuild/mscv does not seem to handle
ccache/sccache well, for example it ignores the
`CMAKE_C_COMPILER_LAUNCHER` etc. variables. But using Ninja as the build
caching works and the build is initially the same speed as it is
currently (without caching) subsequently builds are much faster.

Refs: https://github.com/ggerganov/whisper.cpp/issues/2781
2025-03-20 17:01:48 +01:00
Daniel Bevenius
e7d9d8687a
examples : update wasm examples to include server.py [no ci] (#2908)
This commit updates the README files for the wasm examples to include
instructions on how to run the examples using the provided server.py
which was included in Commit 6e8242f7fe166b7798bbf49b4c65aba8afe1e131
("examples : command.wasm updates (#2904)").

The motivation for this is consistency with the command.wasm example.
2025-03-20 09:07:43 +01:00
Daniel Bevenius
6e8242f7fe
examples : command.wasm updates (#2904)
This commit updates the command.wasm example by adding a server.py script to make it easy to start a local http server to try out the example, updates the build instructions, and also addresses some of the compiler warnings that were being generated.

* emscripten : fix TOTAL_STACK for wasm

This commit moves the TOTAL_STACK setting from the compile flags to the
linker flags. This is because the TOTAL_STACK setting is a linker
setting.

The motivation for this change is that currently the following warnings
are generated when building:
```console
em++: warning: linker setting ignored during compilation: 'TOTAL_STACK' [-Wunused-command-line-argument]
em++: warning: linker setting ignored during compilation: 'TOTAL_STACK' [-Wunused-command-line-argument]
em++: warning: linker setting ignored during compilation: 'TOTAL_STACK' [-Wunused-command-line-argument]
em++: warning: linker setting ignored during compilation: 'TOTAL_STACK' [-Wunused-command-line-argument]
em++: warning: linker setting ignored during compilation: 'TOTAL_STACK' [-Wunused-command-line-argument]
em++: warning: linker setting ignored during compilation: 'TOTAL_STACK' [-Wunused-command-line-argument]
```

* examples : suppress C++17 deprecation warning for std::codecvt_utf8

This commit suppresses the C++17 deprecation warning for
std::codecvt_utf8 similar to what is done in
examples/talk-llama/unicode.cpp.

The motivation for this change is to suppress these warnings:
```console
/Users/danbev/work/ai/whisper-work/examples/common.cpp:251:31: warning: 'codecvt_utf8<wchar_t>' is deprecated [-Wdeprecated-declarations]
  251 |     std::wstring_convert<std::codecvt_utf8<wchar_t>> converter;
      |                               ^
/Users/danbev/work/wasm/emsdk/upstream/emscripten/cache/sysroot/include/c++/v1/codecvt:193:28: note: 'codecvt_utf8<wchar_t>' has been explicitly marked deprecated here
  193 | class _LIBCPP_TEMPLATE_VIS _LIBCPP_DEPRECATED_IN_CXX17 codecvt_utf8 : public __codecvt_utf8<_Elem> {
      |                            ^
/Users/danbev/work/wasm/emsdk/upstream/emscripten/cache/sysroot/include/c++/v1/__config:723:41: note: expanded from macro '_LIBCPP_DEPRECATED_IN_CXX17'
  723 | #    define _LIBCPP_DEPRECATED_IN_CXX17 _LIBCPP_DEPRECATED
      |                                         ^
/Users/danbev/work/wasm/emsdk/upstream/emscripten/cache/sysroot/include/c++/v1/__config:688:49: note: expanded from macro '_LIBCPP_DEPRECATED'
  688 | #      define _LIBCPP_DEPRECATED __attribute__((__deprecated__))
      |                                                 ^
/Users/danbev/work/ai/whisper-work/examples/common.cpp:251:10: warning: 'wstring_convert<std::codecvt_utf8<wchar_t>>' is deprecated [-Wdeprecated-declarations]
  251 |     std::wstring_convert<std::codecvt_utf8<wchar_t>> converter;
      |          ^
/Users/danbev/work/wasm/emsdk/upstream/emscripten/cache/sysroot/include/c++/v1/locale:3145:28: note: 'wstring_convert<std::codecvt_utf8<wchar_t>>' has been explicitly marked deprecated here
 3145 | class _LIBCPP_TEMPLATE_VIS _LIBCPP_DEPRECATED_IN_CXX17 wstring_convert {
      |                            ^
/Users/danbev/work/wasm/emsdk/upstream/emscripten/cache/sysroot/include/c++/v1/__config:723:41: note: expanded from macro '_LIBCPP_DEPRECATED_IN_CXX17'
  723 | #    define _LIBCPP_DEPRECATED_IN_CXX17 _LIBCPP_DEPRECATED
      |                                         ^
/Users/danbev/work/wasm/emsdk/upstream/emscripten/cache/sysroot/include/c++/v1/__config:688:49: note: expanded from macro '_LIBCPP_DEPRECATED'
  688 | #      define _LIBCPP_DEPRECATED __attribute__((__deprecated__))
      |                                                 ^
/Users/danbev/work/ai/whisper-work/examples/common.cpp:257:31: warning: 'codecvt_utf8<wchar_t>' is deprecated [-Wdeprecated-declarations]
  257 |     std::wstring_convert<std::codecvt_utf8<wchar_t>> converter;
      |                               ^
/Users/danbev/work/wasm/emsdk/upstream/emscripten/cache/sysroot/include/c++/v1/codecvt:193:28: note: 'codecvt_utf8<wchar_t>' has been explicitly marked deprecated here
  193 | class _LIBCPP_TEMPLATE_VIS _LIBCPP_DEPRECATED_IN_CXX17 codecvt_utf8 : public __codecvt_utf8<_Elem> {
      |                            ^
/Users/danbev/work/wasm/emsdk/upstream/emscripten/cache/sysroot/include/c++/v1/__config:723:41: note: expanded from macro '_LIBCPP_DEPRECATED_IN_CXX17'
  723 | #    define _LIBCPP_DEPRECATED_IN_CXX17 _LIBCPP_DEPRECATED
      |                                         ^
/Users/danbev/work/wasm/emsdk/upstream/emscripten/cache/sysroot/include/c++/v1/__config:688:49: note: expanded from macro '_LIBCPP_DEPRECATED'
  688 | #      define _LIBCPP_DEPRECATED __attribute__((__deprecated__))
      |                                                 ^
/Users/danbev/work/ai/whisper-work/examples/common.cpp:257:10: warning: 'wstring_convert<std::codecvt_utf8<wchar_t>>' is deprecated [-Wdeprecated-declarations]
  257 |     std::wstring_convert<std::codecvt_utf8<wchar_t>> converter;
      |          ^
/Users/danbev/work/wasm/emsdk/upstream/emscripten/cache/sysroot/include/c++/v1/locale:3145:28: note: 'wstring_convert<std::codecvt_utf8<wchar_t>>' has been explicitly marked deprecated here
 3145 | class _LIBCPP_TEMPLATE_VIS _LIBCPP_DEPRECATED_IN_CXX17 wstring_convert {
      |                            ^
/Users/danbev/work/wasm/emsdk/upstream/emscripten/cache/sysroot/include/c++/v1/__config:723:41: note: expanded from macro '_LIBCPP_DEPRECATED_IN_CXX17'
  723 | #    define _LIBCPP_DEPRECATED_IN_CXX17 _LIBCPP_DEPRECATED
      |                                         ^
/Users/danbev/work/wasm/emsdk/upstream/emscripten/cache/sysroot/include/c++/v1/__config:688:49: note: expanded from macro '_LIBCPP_DEPRECATED'
  688 | #      define _LIBCPP_DEPRECATED __attribute__((__deprecated__))
      |                                                 ^
4 warnings generated.
```

* ggml : suppress double-promotion warning in GGML_F16x4_REDUCE

This commit adds a cast to `ggml_float` in the `GGML_F16x4_REDUCE` macro
to suppress a double-promotion warning.

Currently the following warning is generated when compiling the
command.wasm example:
```console
/whisper-work/ggml/src/ggml-cpu/ggml-cpu.c:1592:5: warning: implicit conversion increases floating-point precision: 'float' to 'ggml_float' (aka 'double') [-Wdouble-promotion]
 1592 |     GGML_F16_VEC_REDUCE(sumf, sum);
      |     ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/Users/danbev/work/ai/whisper-work/ggml/src/ggml-cpu/ggml-cpu.c:932:37: note: expanded from macro 'GGML_F16_VEC_REDUCE'
  932 | #define GGML_F16_VEC_REDUCE         GGML_F16x4_REDUCE
      |                                     ^
/Users/danbev/work/ai/whisper-work/ggml/src/ggml-cpu/ggml-cpu.c:920:44: note: expanded from macro 'GGML_F16x4_REDUCE'
  918 |     res = wasm_f32x4_extract_lane(x[0], 0) +       \
      |         ~ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  919 |           wasm_f32x4_extract_lane(x[0], 1) +       \
      |           ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  920 |           wasm_f32x4_extract_lane(x[0], 2) +       \
      |           ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~
  921 |           wasm_f32x4_extract_lane(x[0], 3);        \
      |           ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/whisper-work/ggml/src/ggml-cpu/ggml-cpu.c:1640:9: warning: implicit conversion increases floating-point precision: 'float' to 'ggml_float' (aka 'double') [-Wdouble-promotion]
 1640 |         GGML_F16_VEC_REDUCE(sumf[k], sum[k]);
      |         ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/Users/danbev/work/ai/whisper-work/ggml/src/ggml-cpu/ggml-cpu.c:932:37: note: expanded from macro 'GGML_F16_VEC_REDUCE'
  932 | #define GGML_F16_VEC_REDUCE         GGML_F16x4_REDUCE
      |                                     ^
/Users/danbev/work/ai/whisper-work/ggml/src/ggml-cpu/ggml-cpu.c:920:44: note: expanded from macro 'GGML_F16x4_REDUCE'
  918 |     res = wasm_f32x4_extract_lane(x[0], 0) +       \
      |         ~ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  919 |           wasm_f32x4_extract_lane(x[0], 1) +       \
      |           ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  920 |           wasm_f32x4_extract_lane(x[0], 2) +       \
      |           ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~
  921 |           wasm_f32x4_extract_lane(x[0], 3);        \
      |           ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
2 warnings generated.
```
wasm_f32x4_extract_lane returns a 32-bit float and this is what the
addition is performed on. But there is an implicit conversion from
32-bit float to 64-bit double when the result is assigned to `res`,
which is of type `ggml_float`. My understanding here is that this is
intentional and adding a cast to `ggml_float` should suppress the
warning.

* emscripten : add -Wno-deprecated to for emscripten

This commit adds -Wno-deprecated to the CMAKE_CXX_FLAGS for emscripten
builds.

The motivation for this is that currently there a number of warnings
generated like the following:
```console
warning: JS library symbol '$print' is deprecated. Please open a bug if you have a continuing need for this symbol [-Wdeprecated]
warning: JS library symbol '$printErr' is deprecated. Please open a bug if you have a continuing need for this symbol [-Wdeprecated]
em++: warning: warnings in JS library compilation [-Wjs-compiler]
em++: warning: linker setting ignored during compilation: 'ENVIRONMENT' [-Wunused-command-line-argument]
warning: JS library symbol '$print' is deprecated. Please open a bug if you have a continuing need for this symbol [-Wdeprecated]
warning: JS library symbol '$printErr' is deprecated. Please open a bug if you have a continuing need for this symbol [-Wdeprecated]
em++: warning: warnings in JS library compilation [-Wjs-compiler]
warning: JS library symbol '$print' is deprecated. Please open a bug if you have a continuing need for this symbol [-Wdeprecated]
warning: JS library symbol '$printErr' is deprecated. Please open a bug if you have a continuing need for this symbol [-Wdeprecated]
em++: warning: warnings in JS library compilation [-Wjs-compiler]
em++: warning: linker setting ignored during compilation: 'ENVIRONMENT' [-Wunused-command-line-argument]
em++: warning: linker setting ignored during compilation: 'ENVIRONMENT' [-Wunused-command-line-argument]
```

The downside of this is that we might miss other deprecation warnings
in the future so I'm not sure if this is acceptable. But it make the
wasm examples cleaner without the warnings.

* examples : fix tautological-compare warning in stb_vorbis.c [no ci]

This commit applies a fix to address a tautological-compare warning
in stb_vorbis.c.

The motivation for this is that currently the following warning is
generated when compiling the commmand-wasm example:
```console
/Users/danbev/work/ai/whisper-work/examples/stb_vorbis.c:1404:75: warning: pointer comparison always evaluates to false [-Wtautological-compare]
 1404 |       if (f->stream_start + loc >= f->stream_end || f->stream_start + loc < f->stream_start) {
      |                                                                           ^
1 warning generated.
```

This fix was taken from an open pull request on the stb repository
that addreses this issue:
https://github.com/nothings/stb/pull/1746

* squash! examples : update command.wasm instructions [no ci]

This commit adds a Python script to serve the the wasm examples build
in the `build-em` directory. Initially I thought that it would be enough
to start a simple python server but I did not notice that there was an
error in the browser console when I did that:
```console
command.js:1 Uncaught (in promise) DataCloneError: Failed to execute 'postMessage' on 'Worker': SharedArrayBuffer transfer requires self.crossOriginIsolated.
    at command.js:1:1206224
    at new Promise (<anonymous>)
    at loadWasmModuleToWorker (command.js:1:1204981)
    at Array.map (<anonymous>)
    at Object.loadWasmModuleToAllWorkers (command.js:1:1206428)
    at command.js:1:1204318
    at callRuntimeCallbacks (command.js:1:1202062)
    at preRun (command.js:1:6136)
    at run (command.js:1:1294094)
    at removeRunDependency (command.js:1:7046)
```
We need a few CORS headers to be set and in order hopefully make this
easy for users a Python script is added to the examples directory.
This should be able to server all the wasm examples provided they have
been built. command.wasm's README.md is updated to reflect this change.

* examples : remove unused functions

This commit removed the unused functions convert_to_utf8 and
convert_to_wstring from examples/common.cpp.

* Revert "examples : fix tautological-compare warning in stb_vorbis.c [no ci]"

This reverts commit 8e3c47d96141c7675c985562ebdc705e839e338a.

We should not make this change here and instead when the upstream PR is
merged we can sync with it.

Refs: https://github.com/ggerganov/whisper.cpp/issues/2784
2025-03-20 07:02:18 +01:00
Daniel Bevenius
e27fd6f0c0
ci : refactor cuda toolkit installation steps (#2902)
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The commit updates the CUDA tookkit installation steps to use variables
for the CUDA version and the components versions.

The motivation for this change is that the currently the versions for
the components are used in multiple places and it is hard to update
and maintain.
2025-03-19 09:41:14 +01:00
Amanda Der Bedrosian
96db0c5a9c
go : add Encoder Begin Callback (#2900)
Adding in EncoderBeginCallback to the Context's Process callback.
This optional callback function returns false if computation should
be aborted.

Co-authored-by: Amanda Der Bedrosian <aderbedr@gmail.com>
2025-03-19 09:05:04 +02:00
Daniel Bevenius
d2aaffd5d9
ci : add ccache action to windows-cublas job (#2893)
* ci : add ccache action to windows-cublas job

This commit adds the ccache action to the windows-cublas job. This will
allow us to cache the build artifacts and hopefully speed up the build
process.

Refs: https://github.com/ggerganov/whisper.cpp/issues/2781
2025-03-19 04:53:08 +01:00
Daniel Bevenius
215990abde
whisper : fix compiler warnings in whisper.cpp (#2895)
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This commit fixes compiler warnings in whisper.cpp by changing the type
of the loop index variable from int64_t to size_t.

Currently the following warnings are generated by the compiler:
```console
/whisper.cpp/src/whisper.cpp:209:27: warning: comparison of integers of different signs: 'int64_t' (aka 'long long') and 'size_t' (aka 'unsigned long') [-Wsign-compare]
  209 |     for (int64_t i = 0; i < nels; ++i) {
      |                         ~ ^ ~~~~
/whisper.cpp/src/whisper.cpp:219:27: warning: comparison of integers of different signs: 'int64_t' (aka 'long long') and 'size_t' (aka 'unsigned long') [-Wsign-compare]
  219 |     for (int64_t i = 0; i < nels; ++i) {
      |                         ~ ^ ~~~~
```
2025-03-18 13:38:41 +01:00
Daniel Bevenius
7e23d8c64a
ci : add missing env.branch_name to build.yml (#2896)
This commit adds the missing env.branch_name to the build.yml file.

The motivation for this is that the currently the build is failing
during the release job because the branch_name is not set in the
an invalid tag is being used.
2025-03-18 13:38:21 +01:00
Daniel Bevenius
740bf7f6a1
whisper : enable compiler warnings for src (#2891)
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* whisper : enable compiler warnings for src

This commit enables compiler warnings for the src directory. Currently
when the WHISPER_ALL_WARNINGS flag is set to ON is only enables warnings
in ggml, by setting GGML_ALL_WARNINGS to ON. This commit adds the same
compiler flags for whisper's src directory.

The motivation for this is to catch potential bugs and issues early on
in the development process.

* squash! whisper : enable compiler warnings for src

Remove GF_C_FLAGS and GF_CXX_FLAGS from add_compile_options.
2025-03-18 05:19:18 +01:00
Daniel Bevenius
c8e12f59dd
ci : add release job and include xcframework (#2889)
* ci : add release job and include xcframework

This commit adds a release job that uploads the xcframework as an
artifact and creates a release with the xcframework as an asset.

This job can be triggered manually and enables a pre-release tag name to
be specified to that these releases can be distinguished from the
regular releases more easily.

Resolves: https://github.com/ggerganov/whisper.cpp/issues/2886
2025-03-18 05:18:20 +01:00
Daniel Bevenius
83b14c357c
examples : use xcframework in whisper.objc example (#2882)
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* examples : use xcframework in whisper.objc example

This commit updates the whisper.objc example to use the xcframework.

The motivation for this to be consistent with the swift example and to
also act as a reference for how to use the xcframework in an objc
project.

Resolves: https://github.com/ggerganov/whisper.cpp/issues/2881

* examples : setup audio session viewDidload

This commit adds the setup of the audio session in the viewDidload
method of the ViewController.m file. This is necessary to allow the app
to record audio.

The motivation for this is that without this it was not possible to
caputue audio from the microphone. It was possible to click on the
Capture button but nothing happened after that, and the button was not
marked red indicating that the button could be clicked again to stop
capturing. With this change it is possible to capture audio from the
microphone and get it transcribed.
2025-03-17 13:01:24 +01:00
Peter
60b481d881
whisper : add option to use system-installed GGML (#2887)
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2025-03-17 09:54:48 +02:00
Anders Bjarby
4854789751
convert : update convert-h5-to-ggml.py (#2840)
improved handling of missing max_length
2025-03-17 09:41:05 +02:00
Daniel Bevenius
e0f3c9d4dd
examples : add GGML_USE_CPU=ON flag to whisper.objc (#2880)
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This commit adds the GGML_USE_CPU=ON flag to the whisper.objc project in
order to enable the CPU backend for the whisper.objc project.

The motivation for this change is that currently the following error
is generated when running the example:
```console
ggml_backend_buffer_type_t ggml_backend_get_default_buffer_type(ggml_backend_t backend) {
    return ggml_backend_dev_buffer_type(backend->device); <- Thread 1: EXC_BAD_ACCESS (code=1, address=0x70)
}
```
If we inspect the `backend` variable we can see that it is a `nullptr`.
```console
(lldb) p backend
(ggml_backend_t) nullptr
```
When running in a simulator and that automatically means that there will
be no gpu as there is a check for this in the code. But the CPU backend
should still be present.

The objective-c code will compile the whisper sources including the ggml
sources. And if `-DGGMLL_USE_CPU` is not defined then there will be no
CPU backend, and in this particular case of backend at all.

Resolves: https://github.com/ggerganov/whisper.cpp/issues/2870
2025-03-14 15:40:20 +01:00
Benjamin Ryan
1f4886b40d
ggml-ci: update input env variables to GG_BUILD_ (#2879) 2025-03-14 10:53:29 +02:00
Benjamin Ryan
f11de0e73c
ggml-ci: add run.sh (#2877)
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2025-03-14 09:29:55 +02:00
Daniel Bevenius
d5cc27ee4d
examples : add dl to the list of libraries linked (#2875)
* examples : add dl to the list of libraries linked

This commit adds the dynamic linker library to the list of libraries
linked by the examples.

The motivation for this change is that when building the examples on
ubuntu 20.04, which uses GCC 9.4.0, the dynamic linker requires
explicit linking or the following error is generated:
```console
[ 64%] Linking CXX executable ../../bin/whisper-cli
cd /app/whisper.cpp/build/examples/cli && /usr/bin/cmake -E cmake_link_script CMakeFiles/whisper-cli.dir/link.txt --verbose=1
/usr/bin/c++  -O3 -DNDEBUG   CMakeFiles/whisper-cli.dir/cli.cpp.o  -o ../../bin/whisper-cli  -Wl,-rpath,/app/whisper.cpp/build/src:/app/whisper.cpp/build/ggml/src: ../libcommon.a ../../src/libwhisper.so.1.7.4 -pthread ../../ggml/src/libggml.so ../../ggml/src/libggml-cpu.so ../../ggml/src/libggml-base.so
/usr/bin/ld: ../libcommon.a(common-whisper.cpp.o): undefined reference to symbol 'dlclose@@GLIBC_2.2.5'
/usr/bin/ld: /lib/x86_64-linux-gnu/libdl.so.2: error adding symbols: DSO missing from command line
collect2: error: ld returned 1 exit status
make[2]: *** [examples/cli/CMakeFiles/whisper-cli.dir/build.make:89: bin/whisper-cli] Error 1
make[2]: Leaving directory '/app/whisper.cpp/build'
make[1]: *** [CMakeFiles/Makefile2:433: examples/cli/CMakeFiles/whisper-cli.dir/all] Error 2
make[1]: Leaving directory '/app/whisper.cpp/build'
make: *** [Makefile:130: all] Error 2
```

Resolves: https://github.com/ggerganov/whisper.cpp/issues/2854
2025-03-14 04:42:20 +01:00
Martin Destagnol
5bb1d58c6a
whisper: add xcframework build script (#2873)
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* whisper: add xcframework build script

* added apple validation scripts

* fixed Readme

* validation script fix
2025-03-13 13:56:39 +01:00
Georgi Gerganov
7d14005717 objc : fix build, tmp remove GPU support, use C++17
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2025-03-08 15:13:01 +02:00
Georgi Gerganov
4ffb8e3e4d cmake : fix ggml-config (ggml/0) 2025-03-08 15:13:01 +02:00
Georgi Gerganov
1d8d8ae55e sync : ggml 2025-03-08 15:13:01 +02:00
Rémy O
eebf6bc0bd ggml-cpu: faster AVX2 variant for IQ1_M (llama/12216) 2025-03-08 15:13:01 +02:00
BB-fat
dc8f423b40 metal : simplify kernel arguments using a struct (ggml/3229) (llama/12194)
* metal : refactor im2col parameters into a struct

* metal: Change im2col offset types from int32_t to uint64_t to support larger memory offsets

* metal : refactor sum_rows parameters into a struct

* metal : refactor soft_max parameters into a struct

* metal : refactor diag_mask_inf parameters into a struct

* metal : refactor ssm_conv parameters into a struct

* metal : refactor ssm_scan parameters into a struct

* metal : refactor get_rows parameters into a struct

* metal : refactor group_norm parameters into a struct

* metal : refactor conv_transpose_1d parameters into a struct

* metal : refactor upscale parameters into a struct

* metal : refactor pad parameters into a struct

* metal : refactor pad_reflect_1d parameters into a struct

* metal : refactor arange parameters into a struct

* metal : refactor timestep_embedding parameters into a struct

* metal : refactor argsort parameters into a struct

* metal : refactor leaky_relu parameters into a struct

* metal : refactor pool_2d parameters into a struct

* metal : fix trailing whitespace

---------

Co-authored-by: alexju <alexju@tencent.com>
2025-03-08 15:13:01 +02:00
Daniel Bevenius
548e7052f1 metal : fix default.metallib build (llama/12224)
This commit updates the custom command to build the default.metallib
file to use the correct path to ../ggml-common.h by using the variable
METALLIB_COMMON.

The motivation for this change is that currently when building and
specifying GGML_METAL_EMBED_LIBRARY=OFF the following error is
generated:
```console
[ 11%] Linking CXX shared library ../../bin/libggml.dylib
[ 11%] Built target ggml
make[2]: *** No rule to make target `ggml/src/ggml-metal/ggml-common.h', needed by `bin/default.metallib'.  Stop.
make[1]: *** [ggml/src/ggml-metal/CMakeFiles/ggml-metal-lib.dir/all] Error 2
```

With the above change the build could progress but there was a follow
on error about not being able to find the ggml-common.h file in
ggml-metal.metal where is was included as a relative path:
```console
[ 11%] Compiling Metal kernels
/Users/danbev/work/llama.cpp/build/bin/ggml-metal.metal:6:10: error: '../ggml-common.h' file not found, did you mean 'ggml-common.h'?
         ^~~~~~~~~~~~~~~~~~
         "ggml-common.h"
1 error generated.
```
Removing the relative path then allowed the build to complete
successfully.
2025-03-08 15:13:01 +02:00
lhez
a34cb73dc2 opencl: Noncontiguous norm, rms_norm, disable fp16 for some ops (llama/12217)
* opencl: support noncontiguous `norm`

* opencl: support noncontiguous `rms_norm`

* opencl: disable fp16 for `ADD`, `MUL`, `SCALE`, `RELU`, `GELU`, `SILU`, `CLAMP`
2025-03-08 15:13:01 +02:00
xiaofei
82f9496657 cmake : fix undefined reference errors for std::filesystem in ggml (#12092) (llama/12094)
Signed-off-by: Ray Lee <hburaylee@gmail.com>
Co-authored-by: Ray Lee <hburaylee@gmail.com>
2025-03-08 15:13:01 +02:00
Johannes Gäßler
e3c85e75bd CUDA: fix FA logic for PTX 7.0 and CC >= 7.5 (llama/12222) 2025-03-08 15:13:01 +02:00
uvos
b9eab73fa2 HIP/CUDA: set the paramerter value in maintain_cuda_graph instead of replaceing it. (llama/12209)
This avoids conflict with internal cuda/hip runtimes memory managment behavior.
2025-03-08 15:13:01 +02:00
Henry Linjamäki
76385c8311 opencl : fix buffer alignment (llama/12197)
Fix the following error:

```
ggml-alloc.c:99: not enough space in the buffer
ggml_tallocr_alloc: not enough space in the buffer to allocate blk.17.ffn_down.weight (needed 27525120, available 27521024)
```

which occurs when `ggml_backend_opencl_context::alignment` is larger
than `cl_ptr_base` (hard-coded to `0x1000`).

Also, fix `ggml_backend_opencl_context::alignment` was set to
`CL_DEVICE_MEM_BASE_ADDR_ALIGN` which was treated as bytes but the
value is reported in bits.
2025-03-08 15:13:01 +02:00
Henry Linjamäki
442cd1d2e7 opencl : fix ulong kernel args were set from int variables (llama/12174)
... which left garbage bits in the upper half of the kernel args. This
caused segmentation faults when running PoCL.
2025-03-08 15:13:01 +02:00
simon886212
bc8cb97e02 opencl : fix profile-related errors (llama/12095)
Co-authored-by: ubuntu <ubuntu@localhost.localdomain>
2025-03-08 15:13:01 +02:00
Rémy O
8dcadf736b ggml-cpu: Faster IQ1 mul_mat_vec on AVX2 using BMI2 instructions (llama/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
2025-03-08 15:13:01 +02:00
Akarshan Biswas
93986b61e0 SYCL: Disable f16 Unary OPs as not supported by the kernels (llama/12201) 2025-03-08 15:13:01 +02:00
Plamen Minev
bd1a9e34c9 ggml : fix GGMLMetalClass ODR (llama/12200)
-- it might happen if ggml is loaded from 2 separate libraries since each one of them will expose the class. This is more of a guard since we want to use only Metal as embedded library and don't care about the other case.
2025-03-08 15:13:01 +02:00
vmobilis
cc03608e78 ggml : ggml_compute_forward_concat() for arbitrary tensor type (ggml/1118)
* ggml_compute_forward_concat() for arbitrary tensor type

* Check that tensors' type match

* ggml-cpu.c: check type of source tensors

* ggml-cpu.c: move tensor type check to ggml_compute_forward_concat()

* ggml.c: check concatenated tensor type

* Remove tensor type check from ggml_compute_forward_concat() in ggml-cpu.c

..., as it was moved to ggml.c.
2025-03-08 15:13:01 +02:00
Georgi Gerganov
54a54faee4 vulkan : sync (llama/0)
ggml-ci
2025-03-08 15:13:01 +02:00