bae5d074c7
vad : store VAD context in whisper_state ( #3156 )
...
* vad : store VAD context in whisper_state
This commit stores the VAD context in the whisper_state structure,
allowing for better management and reuse of the VAD context across
multiple calls to the whisper_vad function.
The motivation for this change is that when updating the stream example
I noticed that the VAD context was being re-initialized every time the
whisper_vad function was called. This involved loading the VAD model
which is expensive and unnecessary if the context can be reused.
Storing this in the whisper_state seems follow the pattern simliar to
how whisper_coreml_context and whisper_openvion_context are stored.
* vad : free vad_context in whisper_free_state
2025-05-16 07:53:26 +02:00
20a20decd9
whisper : add build_*/ to .gitignore [no ci] ( #3157 )
...
This commit add `build_*/` to `.gitignore` to ignore all build
directories that start with `build_`.
The motivation for this is that the Go bindings creates a directory
named build_go, which is not ignored by the current .gitignore. I was
not sure if changing this to build-go could effect exising users so I
opted to update .gitignore instead.
2025-05-15 14:28:10 +02:00
f389d7e3e5
examples : add --print-confidence option to cli ( #3150 )
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* examples : add --print-confidence option to cli
This commit adds a new command-line option `--print-confidence` to the
whisper-cli. When enabled, this option prints the confidence level of each
token in the transcribed text using ANSI formatting codes.
The confidence levels are represented using different styles:
```console
main: confidence: highlighted (low confidence), underlined (medium), dim (high confidence)
```
Refs: https://github.com/ggml-org/whisper.cpp/issues/3135
2025-05-14 19:21:48 +02:00
96d791ae61
vad : add download-vad-model scripts ( #3149 )
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* vad : add download-vad-model scripts
This commit adds a script to download VAD models.
* vad : add vad model download script for windows [no ci]
Refs: https://github.com/ggml-org/whisper.cpp/issues/3146
2025-05-14 16:47:18 +02:00
3882a099e1
server : add --flash-attn usage output ( #3152 )
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This commit adds the `--flash-attn` option to the usage output of the
server example.
The motivation for this change is that while it is possible to set this
option it is not printed in the usage output.
2025-05-14 15:22:05 +02:00
f890560575
talk-llama : sync llama.cpp
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ggml-ci
2025-05-13 13:59:21 +03:00
a14c89aefa
whisper : update to ggml-backend changes ( #0 )
...
ggml-ci
2025-05-13 13:59:21 +03:00
a6a956b36d
sync : ggml
...
ggml-ci
2025-05-13 13:59:21 +03:00
75e9a840c5
ggml : add mrope kernel for metal (llama/13457)
2025-05-13 13:59:21 +03:00
41ed62bdbc
metal : optimize MoE for large batches (llama/13388)
2025-05-13 13:59:21 +03:00
029c8837f8
opencl: remove unnecessary assert for add (llama/13257)
2025-05-13 13:59:21 +03:00
5d8b068249
llama/ggml: add LLM training support (llama/10544)
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* llama/ggml: add LLM training support
more compact progress bar
llama_save_model_to_file
llama_opt_param_filter
ggml_graph_dup force_grads
refactor ggml_opt, fix test-opt
* remove logits_all
* refactor CUDA implementation for ACC
* reset graph at beginning of opt period
2025-05-13 13:59:21 +03:00
93ef22657e
ggml-cpu: Integrate fp32=bf16xbf16 SME KleidiAI kernel (llama/13053)
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* ggml-cpu: Integrate fp32=bf16xbf16 SME KleidiAI kernel
Signed-off-by: Dan Johansson <dan.johansson@arm.com >
* * code review fixes
Signed-off-by: Dan Johansson <dan.johansson@arm.com >
* * adds a comment that clarifies barrier usage
Signed-off-by: Dan Johansson <dan.johansson@arm.com >
---------
Signed-off-by: Dan Johansson <dan.johansson@arm.com >
Co-authored-by: Charles Xu <charles.xu@arm.com >
2025-05-13 13:59:21 +03:00
866f685bbc
CUDA: fix misaligned synchronization in FA (llama/13469)
2025-05-13 13:59:21 +03:00
250bcc041a
enable dpcpp nightly builds with libraries (llama/13406)
2025-05-13 13:59:21 +03:00
90b17a99bf
CUDA: fix crash with partial offloading of MoE (llama/13439)
2025-05-13 13:59:21 +03:00
e1b2ace0f8
Add --no-op-offload to improve -ot pp perf in MoE models like llama4 400B (llama/13386)
2025-05-13 13:59:21 +03:00
6db0e01db6
CUDA: fix race conditions FlashAttention kernels (llama/13438)
2025-05-13 13:59:21 +03:00
16f3546f38
CUDA: fix FlashAttention on Turing (llama/13415)
2025-05-13 13:59:21 +03:00
a04b329ad1
vulkan: scalar flash attention implementation (llama/13324)
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* vulkan: scalar flash attention implementation
* vulkan: always use fp32 for scalar flash attention
* vulkan: use vector loads in scalar flash attention shader
* vulkan: remove PV matrix, helps with register usage
* vulkan: reduce register usage in scalar FA, but perf may be slightly worse
* vulkan: load each Q value once. optimize O reduction. more tuning
* vulkan: support q4_0/q8_0 KV in scalar FA
* CI: increase timeout to accommodate newly-supported tests
* vulkan: for scalar FA, select between 1 and 8 rows
* vulkan: avoid using Float16 capability in scalar FA
2025-05-13 13:59:21 +03:00
45d8b2352e
sycl : implementation of reordered Q4_0 MMVQ for Intel GPUs (llama/12858)
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* sycl : Implemented reorder Q4_0 mmvq
Signed-off-by: Alberto Cabrera <alberto.cabrera@codeplay.com >
* sycl : Fixed mmvq being called when reorder is disabled
* sycl : Improved comments in the quants header
Signed-off-by: Alberto Cabrera <alberto.cabrera@codeplay.com >
* Use static_assert
* safe_div -> ceil_div
* Clarify qi comment
* change the reorder tensor from init to execute OP
* dbg
* Undo changes to test-backend-ops
* Refactor changes on top of q4_0 reorder fix
* Missing Reverts
* Refactored opt_for_reorder logic to simplify code path
* Explicit inlining and unroll
* Renamed mul_mat_algo enum for consistency
---------
Signed-off-by: Alberto Cabrera <alberto.cabrera@codeplay.com >
Co-authored-by: romain.biessy <romain.biessy@codeplay.com >
2025-05-13 13:59:21 +03:00
2d436bfbfb
CUDA: FA support for Deepseek (Ampere or newer) (llama/13306)
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* CUDA: FA support for Deepseek (Ampere or newer)
* do loop unrolling via C++ template
2025-05-13 13:59:21 +03:00
4b7cbb62ef
CUDA: fix crash on large batch size for MoE models (llama/13384)
2025-05-13 13:59:21 +03:00
e27c91f6d6
rpc : add rpc_msg_set_tensor_hash_req (llama/13353)
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* rpc : add rpc_msg_set_tensor_hash_req
Use a dedicated struct for the request of RPC_CMD_SET_TENSOR_HASH which
makes the code cleaner.
* fix
2025-05-13 13:59:21 +03:00
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)
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* 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 )
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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 )
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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 )
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* 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)
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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)
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* 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)
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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
