e46df4850f
vulkan: Allow up to 4096 elements for mul_mat_id row_ids (llama/13326)
...
This assert fired running Qwen_Qwen3-30B-A3B-Q2_K.gguf:
GGML_ASSERT(nei0 * nei1 <= 3072);
The tensor is 8 x 512. Increase this array size to accommodate.
2025-05-13 13:59:21 +03:00
e8a7f1b7bb
sycl: addressing non-contiguous src1 mul_mats (nc and batched) (llama/13343)
...
* sycl: fixed non-contiguous src1 mul_mats (nc and batched)
* Fixed wrong static_cast inside kernel
2025-05-13 13:59:21 +03:00
fbad8058c4
examples : add VAD speech segments example ( #3147 )
...
This commit adds an example that demonstrates how to use a VAD (Voice
Activity Detection) model to segment an audio file into speech segments.
Resolves: https://github.com/ggml-org/whisper.cpp/issues/3144
2025-05-13 12:31:00 +02:00
b2513a6208
vad : remove shortform for --vad option in cli.cpp ( #3145 )
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This commit removes the shortform for the --vad option in cli.cpp.
The motivation for this is that `-v` is often used for verbose or
version is many tools and this might cause confusion.
Refs: https://github.com/ggml-org/whisper.cpp/pull/3065#issuecomment-2873243334
2025-05-13 06:04:05 +02:00
587ea01f55
docs : update README.md for whisper.objc app ( #2569 )
2025-05-13 06:03:50 +02:00
e41bc5c61a
vad : add initial Voice Activity Detection (VAD) support ( #3065 )
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* vad : add initial Voice Activity Detection (VAD) support
This commit add support for Voice Activity Detection (VAD). When enabled
this feature will process the audio input and detect speech segments.
This information is then used to reduce the number of samples that need
to be processed by whisper_full.
Resolves: https://github.com/ggml-org/whisper.cpp/issues/3003
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
2025-05-12 16:10:11 +02:00
e39ba750cd
whisper : remove dummy commit comment [no ci] ( #3143 )
...
This commit removes a dummy comment that was add by
Commit(589b408
2025-05-12 14:40:17 +02:00
db0fc9edc6
docs : fix -owts flag typo karaoke section [no ci] ( #3142 )
2025-05-12 10:56:39 +02:00
186855e38b
cli : print color scheme info for --print-colors ( #3141 )
...
This commit adds a description of the color scheme used in the CLI
when the --print-colors option is enabled.
The motivation for this is that it is not immediately clear what the
color scheme is when using the CLI with the --print-colors option.
Example output:
```console
$ ./build/bin/whisper-cli -f samples/jfk.wav --print-colors
...
main: color scheme: red (low confidence), yellow (medium), green (high confidence)
[00:00:00.000 --> 00:00:11.000] And so my fellow Americans, ask not what your country can do for you, ask what you can do for your country.
```
The description will not be dispayed if the `--no-prints` options is
set.
Refs: https://github.com/ggml-org/whisper.cpp/issues/3135
2025-05-12 10:43:04 +02:00
a513146102
docs : update Readme to recommend same Openvino as Python tools ( #3138 )
2025-05-12 09:06:51 +02:00
4730950492
examples : update link to Paul Tol's color scheme [no ci] ( #3140 )
...
This commit updates the link to Paul Tol's color scheme in the
`examples/common.h` file. The previous link was outdated and
pointed to a non-existent page.
2025-05-12 09:02:06 +02:00
9dd9685c79
ruby : test extra build options only when env var specified ( #3136 )
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* Test Ruby bindings' extra options only when commanded
* ruby : test extra build options only when env var specified
* Fix extra_options
* Update gem date
2025-05-12 06:49:46 +02:00
2e310b841e
ruby : omit test_build_options locally ( #3132 )
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This commit omits the test for `test_build_options` when run locally as
it currently fails on Linux and MacOS platforms.
`
The motivation for this change is that currently when running the tests
locally on a non-macOS platform the test fails with the following error:
```console
.F
========================================================================
Failure: test_build_options(TestPackage):
<["ACCELERATE_FRAMEWORK",
"CMAKE_OSX_ARCHITECTURES",
"CMAKE_OSX_SYSROOT",
"FOUNDATION_LIBRARY",
"METALKIT_FRAMEWORK",
"METAL_FRAMEWORK"]> was expected to be empty.
/home/danbev/work/ai/whisper.cpp/bindings/ruby/tests/test_package.rb:43:in `test_build_options'
40: options = BuildOptions::Options.new
41: assert_empty options.missing_options
42: unless ENV["CI"]
=> 43: assert_empty options.extra_options
44: end
45: end
46: end
========================================================================
```
2025-05-10 08:18:08 +02:00
5d4390d281
examples : add HEAPU8 to all of the exported runtime methods ( #3134 )
...
This commit adds HEAPU8 to the list of exported methods.
The motivation for this commit is that currently this is causing an error on Window systems where HEAPU8 in undefined, which results in the following error message in the web console:
main.js:1 Uncaught TypeError:
Cannot read properties of undefined (reading 'buffer') at __emval_get_property
(main.js:1:1363125) at 003a453a:0xc4a47 at 003a453a:0xc51cd at
Object.full_default (eval at craftInvokerFunction (main.js:1:1347011),
<anonymous>:9:10) at whisper.cpp/:647:42
danbev originally fixed this for whisper.wasm, stream.wasm, and command.stream, but the issue still exists on the other examples which I patch in this code.
Resolves : #3059
2025-05-10 06:44:13 +02:00
9791647653
wasm : add note about worker.js file generation [no ci] ( #3133 )
...
This commit updates the documentation for the WASM examples to include a
note about the generation of the `worker.js` file. As of Emscripten
3.1.58 (April 2024), separate worker.js files are no longer generated
and the worker is embedded in the main JS file.
The motivation for this change is to inform users about the new behavior
of Emscripten and why the `worker.js` file may not be present.
Refs: https://github.com/ggml-org/whisper.cpp/issues/3123
2025-05-09 15:42:45 +02:00
288304ee64
whisper : deprecate WHISPER_CCACHE CMake option ( #3131 )
...
* whisper : deprecate WHISPER_CCACHE CMake option
This commit deprecates the WHISPER_CCACHE CMake option in favor of
the GGML_CCACHE option.
The motivation for this change is that currently when setting, or not
setting WHISPER_CCACHE, the outut message from ggml will be that to
enable ccache you need to set GGML_CCACHE which can be confusing.
This also seems to be inline with what llama.cpp does which does not
have a LLAMA_CCACHE option as far as I know.
Resolves: https://github.com/ggml-org/whisper.cpp/issues/3063
* ruby : change "WHISPER_CCACHE" to "GGML_CCACHE"
* ruby : move GGML_CCACHE to sorted position
2025-05-09 14:13:41 +02:00
b6f3fa4059
stream.wasm : add HEAPU8 to exported runtime methods ( #3130 )
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* stream.wasm : add HEAPU8 to exported runtime methods
This commit adds HEAPU8 to the list of exported methods for stream.wasm.
The motivation for this is that without it HEAPUD8 will be undefined
and when its 'buffer' attribute is accessed this will cause error as
reported in the referenced issue.
Note that to test this make sure that the web browsers caches is cleared
first.
Resolves: https://github.com/ggml-org/whisper.cpp/issues/3123
* command.wasm : add HEAPU8 to exported runtime methods
2025-05-08 16:58:34 +02:00
cb2bd11ee8
sync : ggml
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ggml-ci
2025-05-07 21:00:32 +03:00
09e6b66025
cuda : remove nrows_x in mul_mat_q_process_tile (llama/13325)
...
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com >
2025-05-07 21:00:32 +03:00
d41cf26a0f
CUDA: mix virt/real CUDA archs for GGML_NATIVE=OFF (llama/13135)
2025-05-07 21:00:32 +03:00
3c67195be9
SYCL: Disable reorder optimize by default and stop setting tensor extras when optimize is disabled (llama/13254)
...
* SYCL: Do not set tensor extras when reorder optimize is disabled
* SYCL: Disable reorder optimize by default
2025-05-07 21:00:32 +03:00
f9f78a773f
CUDA: fix bad asserts for partial offload (llama/13337)
2025-05-07 21:00:32 +03:00
be55e25cac
CUDA: fix --split-mode row for MMQ (llama/13323)
2025-05-07 21:00:32 +03:00
2ffdda99e8
CUDA: fix logic for clearing padding with -ngl 0 (llama/13320)
2025-05-07 21:00:32 +03:00
9bbedc51cc
SYCL: Disable mul_mat kernels for noncontiguous tensor b (llama/13308)
...
ggml-ci
2025-05-07 21:00:32 +03:00
1e1fa27add
rpc : use backend registry, support dl backends (llama/13304)
2025-05-07 21:00:32 +03:00
e1bdd148c5
ggml : activate s390x simd for Q3_K (llama/13301)
...
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
2025-05-07 21:00:32 +03:00
7fa8bb303f
CUDA: fix race condition in MMQ stream-k fixup (llama/13299)
2025-05-07 21:00:32 +03:00
7564f5e6f1
CUDA: fix race condition in MMQ ids_dst (llama/13294)
2025-05-07 21:00:32 +03:00
22ba2e27ce
vulkan: Additional type support for unary, binary, and copy (llama/13266)
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Support f16->f32 copy.
Support f16->f16 and f32->f32 unary ops.
Support all combinations of f16/f32 for src0/src1/dst for add/sub/mul/div.
2025-05-07 21:00:32 +03:00
0676b2dab2
ci : add bindings-java jar artifact to release ( #3126 )
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This commit adds the jar artifact from bindings java to the release
process.
2025-05-07 16:26:54 +02:00
4a512cb153
cli : avoid std::exchange
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ggml-ci
2025-05-07 15:39:32 +03:00
76171ce199
sync : ggml
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ggml-ci
2025-05-07 15:39:32 +03:00
5eac2a3fbb
vulkan : fix lint (llama/0)
2025-05-07 15:39:32 +03:00
42938398f9
ggml : Enable MMA for BF16 in llamafile_sgemm (llama/13148)
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This patch upstreams llamafile's cpu matrix multiplication kernels for ppc64le using MMA builtins for BF16 data type.
This change results in 9x - 40x gains
in total speed S t/s (ie all tokens/total time), across various batch sizes tested using llama-batched-bench benchmark.
The patch is tested with Meta-Lllama-3-8B,
and Mistral-7B models (BF16 models generated by using llama-quantize from corresponding FP32 models) on an IBM POWER10 machine.
Signed-off-by: Shalini Salomi Bodapati <Shalini.Salomi.Bodapati@ibm.com >
2025-05-07 15:39:32 +03:00
a8fe90ae15
rpc : avoid uninitialized memory in serialize_tensor (llama/13210)
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Zero out the name and padding buffers.
2025-05-07 15:39:32 +03:00
c5a5a2da5b
ggml: Don't assert fail when tensor data changes (llama/13222)
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The following scenario will cause an assertion failure in the graph
allocator:
- Build and allocate a graph containing a tensor with a non-NULL data
pointer
- Build and allocate a new graph where that data is NULL
Result:
ggml-alloc.c:819: GGML_ASSERT(talloc->buffer_id >= 0) failed
This happens during revalidation because we think that memory should
have been previously allocated based on the current graph but in
reality the previous graph was different. In this situation, we
should do a full reallocation pass.
2025-05-07 15:39:32 +03:00
8316bfd82b
build : fix build info on windows (llama/13239)
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* build : fix build info on windows
* fix cuda host compiler msg
2025-05-07 15:39:32 +03:00
fd1cb9fc12
vulkan: Add bfloat16 support (llama/12554)
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* vulkan: Add bfloat16 support
This adds bfloat16 matrix multiply support based on VK_KHR_shader_bfloat16.
The extension is required for coopmat multiply support, but matrix-vector
multiply trivially promotes bf16 to fp32 and doesn't require the extension.
The copy/get_rows shaders also don't require the extension.
It's probably possible to fall back to non-coopmat and promote to fp32 when
the extension isn't supported, but this change doesn't do that.
The coopmat support also requires a glslc that supports the extension, which
currently requires a custom build.
* vulkan: Support bf16 tensors without the bf16 extension or coopmat support
Compile a variant of the scalar mul_mm shader that will promote the bf16
values to float, and use that when either the bf16 extension or the coopmat
extensions aren't available.
* vulkan: bfloat16 fixes (really works without bfloat16 support now)
* vulkan: fix spirv-val failure and reenable -O
2025-05-07 15:39:32 +03:00
17f6b8225e
vulkan: Handle src1 batch dimension in non-contiguous mat-vec-mul shader (llama/13191)
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* vulkan: Handle src1 batch dimension in non-contiguous mat-vec-mul shader
2025-05-07 15:39:32 +03:00
6374ea32ca
vulkan : kernels for depthwise 2D convolution (CONV_2D_DW) (ggml/1204)
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* vulkan : add kernels for depthwise 2d convolution (OP_CONV_2D_DW)
* review: remove src_x/y < 0 checks; add performance tests
2025-05-07 15:39:32 +03:00
3a66f9f248
ci : zip windows artifacts for release uploading ( #3124 )
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This commit adds steps to the windows jobs to zip and upload
artifacts produced.
The motivation for this is that currently the artifacts are not zipped
which means that will not be picked up by the release job and hence not
be included in github releases.
Resolves: https://github.com/ggml-org/whisper.cpp/issues/3119
2025-05-07 13:12:08 +02:00
9b584b0cc0
ci : add zip extension to xcframework artifact name ( #3120 )
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This commit add the .zip extension to the xcframework artifact name in
the GitHub Actions workflow.
The motivation for this that the release job will look for .zip files
and will not find the xcframework artifact without the extension, and
hence will not upload it to the release.
2025-05-07 12:02:29 +02:00
09846f4e12
whisper: remove MSVC warnings pragmas ( #3090 )
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* ggml : remove MSVC warnings pragmas
This commit removes the MSVC-specific pragmas as these are now handled
in CMakeLists.txt.
* whisper : remove MSVC warning pragmas
This commit removes the MSVC-specific pragmas. These are now handled in
the CMakeLists.txt file.
2025-05-05 13:09:35 +02:00
bcf1ed0163
server: update abort mechanism to handle HTTP connection closure ( #3112 )
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2025-05-05 07:16:54 +02:00
934d4b3083
cli : support "-" for stdout like stdin ( #3050 )
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This changes examples/cli/cli.cpp to be like
examples/common-whisper.cpp. "-of -" can be specified (or this can be
inferred from "-" as the input file) to output to stdout. This is useful
for piping to other applications.
Log fname_out consistently when not stdout
- Terminals have stdout=stderr, so remove the message before
successful output to ease copying
- Don't affect actual error messages
- Move opening the ofstream into the factory, fixing missing
open and/or error messages in output_score/output_wts
- Fix struct naming convention
Closes #3048
2025-05-05 07:15:39 +02:00
988dcd4b5b
docs : Update cli documentation ( #3102 )
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* docs : Update cli documentation
This updates the documentation of cli based on the actual output
In the longterm this should ideally be auto generated to prevent mismatch
* docs : Update cli documentation
This updates the documentation of cli based on the actual output
In the longterm this should ideally be auto generated to prevent mismatch
2025-05-02 14:18:33 +02:00
9f540ad8cb
cmake : removed stdc++fs ( #3097 )
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* removed stdc++fs
* kept line, but removed stdc++fs
2025-05-02 12:41:35 +03:00
1fa17bc752
server : update httplib.h to version 0.20.0 ( #3101 )
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2025-05-02 06:09:41 +02:00
366082d072
ruby : refine HTTP cache feature ( #3109 )
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* Use cache file when model host doesn't support if-modified-since
* Update gem date
* Revert "ruby : ignore "Downloading" output in test_log_suppress (#3106 )"
This reverts commit edbd4cb7f5
2025-05-01 23:04:53 +09:00
