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37 commits

Author SHA1 Message Date
Georgi Gerganov 8ba42095c5
Revert "ggml : do not use _GNU_SOURCE gratuitously (#1027)"
This reverts commit 3f7a03ebe3.
2023-07-02 21:53:52 +03:00
Przemysław Pawełczyk 3f7a03ebe3
ggml : do not use _GNU_SOURCE gratuitously (#1027)
* Do not use _GNU_SOURCE gratuitously.

What is needed to build whisper.cpp and examples is availability of
stuff defined in The Open Group Base Specifications Issue 6
(https://pubs.opengroup.org/onlinepubs/009695399/) known also as
Single Unix Specification v3 (SUSv3) or POSIX.1-2001 + XSI extensions.

There is no need to penalize musl libc which simply follows standards.

Not having feature test macros in source code gives greater flexibility
to those wanting to reuse it in 3rd party app, as they can build it with
minimal FTM (_XOPEN_SOURCE=600) or other FTM depending on their needs.

It builds without issues in Alpine (musl libc), Ubuntu (glibc), MSYS2.

* examples : include SDL headers before other headers

This is an attempt at fixing macOS build error coming from SDL2 relying
on Darwin extension memset_pattern4/8/16 coming from Apple's string.h.
2023-06-25 16:34:30 +03:00
Georgi Gerganov 5fd1bdd7fc
whisper : add GPU support via cuBLAS (#834)
* make : add WHISPER_CUBLAS

* make : fix CUBLAS build

* whisper : disable Flash Attention + adjust memory buffers

* whisper : remove old commented code

* readme : add cuBLAS instructions

* cmake : add WHISPER_CUBLAS option

* gitignore : ignore build-cublas
2023-04-30 12:14:33 +03:00
Taras Glek 02ec83c5d5
stream : flush upon finishing inference (#811) 2023-04-23 17:00:30 +03:00
Georgi Gerganov f19e23fbd1
whisper : restore decoder temperature fallbacks
I disabled this because there were many complaints about slow decoding.
The current implementation does not allow batching the decoders when
using the "best of" or "beam size" parameters, so the decoding time is
proportional to the number of decoders, which is obviously not great.

However, now there are even more complaints about wrong decodings and
repetition.

So, making a compromise by re-enabling the fallbacks, but defaulting to
just 2 "best of" / "beam size" decoders. Also, the temperature step is
increased from 0.2 to 0.4 - i.e. from maximum of 5 fallbacks to maximum
of 2.

Also, the stream example now has fallbacks enabled by default.

close #471 #477 #508 #612 #719 #731
2023-04-15 16:12:55 +03:00
Ali Alameh 2c4ac2627d
stream : support language auto-detect (#501)
#445  fix Language auto-detect "auto" flag does not work using the stream tool
2023-04-14 20:02:18 +03:00
Georgi Gerganov 478289a4b3
whisper : set no_context == true by default (#537) 2023-03-05 20:53:43 +02:00
Georgi Gerganov 09d7d2b68e
examples : refactor in order to reuse code and reduce duplication (#482)
* examples : refactor common code into a library

* examples : refactor common SDL code into a library

* make : update Makefile to use common libs

* common : fix MSVC M_PI ..

* addon.node : link common lib
2023-02-15 19:28:10 +02:00
Georgi Gerganov 9ba66c2fad
stream : fix handling of --step == --length (#416) 2023-01-18 21:22:52 +02:00
Georgi Gerganov c9aeb33676
stream : fix --keep_context argument to be used correctly (#354) 2023-01-16 19:37:40 +02:00
Georgi Gerganov 8de452c18b
Improve decoding (#291)
* whisper : prepare infra for new decoding strategies

* whisper : apply logit filters and compute logprobs

* whisper : add whisper_get_logits()

* whisper : separate self and cross attention memory

Initial step needed for supporting parallel decoders

* whisper : move probs_id buffer to whisper_context

* whisper : refactor kv cache into separate struct

* whisper : move self-attention kv cache to whisper_decoder

* whisper : wip decoding parameters + strategies

* whisper : wip decoding parameters + strategies (part 2)

* whisper : wip decoding parameters + strategies (part 3)

* whisper : wip decoding parameters + strategies (part 4)

* whisper : fix prompt_past update to not include prompt_init

* whisper : temperature + best_of support

* whisper : support for compression_ration_threshold

We actually use entropy, but it is similar

* command : fix example to use logits instead of obsolete probs

* whisper : handle empty sequence ranking

* whisper : add WHISPER_DEBUG + diagnostic prints + new main args

* whisper : minor fixes

* whisper : add beam-search support

* whisper : bug fix when there no previous context

* whisper : add comments

* stream : disable temperature fallback

For real-time processing, we always want a single decoder running at T=0

* whisper.swiftui : update example - fix paths + add empty folders
2023-01-15 11:29:57 +02:00
Georgi Gerganov a6dbd9188b
stream : fix a bug that inserted a lot of empty audio at the start
The quality was terrible due to this
2023-01-14 19:20:47 +02:00
Syahmi Azhar 1512545149
whisper : add loader class to allow loading from buffer and others (#353)
* whisper : add loader to allow loading from other than file

* whisper : rename whisper_init to whisper_init_from_file

* whisper : add whisper_init_from_buffer

* android : Delete local.properties

* android : load models directly from assets

* whisper : adding <stddef.h> needed for size_t + code style

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-01-08 13:03:33 +02:00
Andy Maloney 84c6b42e65
cmake : update to 3.19 (#351)
- update from 3.0 (from 2014) to 3.19 (from 2020)
- move some global setting onto the targets (through a cmake include)
2023-01-05 21:22:48 +02:00
Georgi Gerganov a466c3404d
stream : fix data race on bool + avoid division-by-zero 2023-01-02 10:20:50 +02:00
Andy Maloney dc90efd504
examples : small code cleanups (#322)
- remove unnecessary initialization of string to ""
- use empty() instead of checking size()
- use emplace_back instead of push_back
- use nullptr instead of NULL
- remove unnecessary call to .data() on string
- use character overload of find_first_of() instead of passing a string
2022-12-23 20:18:51 +02:00
Georgi Gerganov 99da1e5cc8
cmake : enable and fix -Wall -Wextra -Wpedantic C++ warnings 2022-12-19 20:45:08 +02:00
Georgi Gerganov a82d331034
stream : update README.md + comments 2022-12-16 18:04:19 +02:00
Georgi Gerganov 5a5c5ddcca
Update README.md 2022-12-15 20:38:08 +02:00
Georgi Gerganov 34e0b4b9ef
stream : fix build 2022-12-15 20:15:36 +02:00
Georgi Gerganov b0f8013eb9
stream : add sliding window mode 2022-12-15 19:59:17 +02:00
Georgi Gerganov 3c390ffe38
stream.wasm : add web-based real-time transcription (#112) 2022-11-25 23:57:46 +02:00
Georgi Gerganov be16dfa038
whisper.wasm : do not block page while processing (close #86) 2022-11-25 23:07:42 +02:00
Georgi Gerganov b8ce25dec1
refactoring : more readable code 2022-11-25 19:28:04 +02:00
Georgi Gerganov d7024cf9dc
main, stream : remove --verbose flag (#178) 2022-11-24 17:52:04 +02:00
Georgi Gerganov 385236d1d3
stream : "-kc" now enables context keeping from previous segment (#90)
By default, the context keeping is disabled
2022-11-22 18:21:15 +02:00
M. Eren Akbiyik 63ae03b8e0
Prompt previous tokens for streaming (#163)
* feat: prompt previous tokens for streaming

I used a vector pointer instead of vector itself because it gave weird errors, and why not

* convert vector to use with C api

* feat: remove old refs, check for prompt size

* feat: use better way of getting the pointer
2022-11-22 18:10:35 +02:00
Georgi Gerganov f2df9bd768 stream : add "max_tokens" cli arg
Controls the max tokens per segment for the stream example
2022-11-20 21:22:41 +02:00
Georgi Gerganov fb8d77f760 stream : add "audio_ctx" parameter
Used to overwrite the audio context size of the Encoder.
For example, setting "audio_ctx = 512" will make it run about 3 times
faster, processing about 10s of audio, instead of 30s.

The transcription quality drops, but this can be used for real-time
streaming purposes where performance is important.
2022-11-20 21:22:41 +02:00
Georgi Gerganov 62b5ff875c stream : add "max_tokens" parameter
Used to limit the number of tokens in a segment.
Useful to battle with word repetition when using partial encoder context
2022-11-20 21:22:41 +02:00
Georgi Gerganov d351771a4b stream : add "single_segment" option
Force the entire audio chunk to be transcribed into a single segment
2022-11-20 21:22:41 +02:00
Georgi Gerganov c058aaf22e stream : partial encoder experiments 2022-11-20 21:22:41 +02:00
Georgi Gerganov 83c742f1a7 whisper : add option to speed up the audio tempo by x2
Using a Phase Vocoder for speeding up the audio tempo by scaling down
the frequencies in the frequency domain.

This reduces the computation in the Encoder by a factor of 2.
The transcription accuracy is degraded, but for slow to normal speech -
it seems to be still very good.

I think this can find application for real-time transcription - i.e. the
"stream" example.
2022-11-13 16:25:43 +02:00
Georgi Gerganov 5a9e4260a6
stream : add "--capture" option to select capture device (ref #10) 2022-10-30 08:27:04 +02:00
Georgi Gerganov 8347a7bb6a
stream : few updates to make it compatible for Vim usage (#99) 2022-10-27 22:10:50 +03:00
Georgi Gerganov 113a4f06d8 Update README.md 2022-10-25 20:53:48 +03:00
Georgi Gerganov c6710efde2 refactoring : move main + stream in examples + other stuff 2022-10-25 20:53:48 +03:00