Commit Graph

142 Commits

Author SHA1 Message Date
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
Thijs Raymakers 6108d3cc58
whisper : use correct seek_end when offset is used (#833)
Whenever an `offset_ms` is provided, the value of `seek_end` is
calculated incorrectly. This causes Whisper to keep transcribing
after the end of the file.

The current behavior looks like
```
[00:34:40.000 --> 00:34:47.000]   This is an example audio file.
[00:34:47.000 --> 00:34:49.000]   The text has been redacted
[00:34:49.000 --> 00:34:51.000]   This is the end of the audio.
[00:34:51.000 --> 00:34:52.000]   ***
[00:34:52.000 --> 00:34:53.000]   ***
[00:34:53.000 --> 00:34:54.000]   ***
[00:34:55.000 --> 00:34:56.000]   ***
...
```

The expected behavior should be
```
[00:34:40.000 --> 00:34:47.000]   This is an example audio file.
[00:34:47.000 --> 00:34:49.000]   The text has been redacted
[00:34:49.000 --> 00:34:51.000]   This is the end of the audio.
- end of program -
```

This commit changes the calculation of the `seek_end` variable to
only add `seek_start` if a custom `duration_ms` is provided.
Otherwise, it defaults to the end of the file.

Signed-off-by: Thijs Raymakers <thijs@raymakers.nl>
2023-04-29 18:55:37 +03:00
Georgi Gerganov 3efb81dec6
build : add WHISPER_COREML_ALLOW_FALLBACK to make / CMake (#812) 2023-04-29 10:55:24 +03:00
Canis Lupus 94a7cd2a07
whisper : allow non-CoreML fallback when Core ML cannot be loaded (#812)
if the Core ML model cannot be loaded, continue without Core ML instead of
returning. This allows a single build to transcribe using Core ML models
where available, and regular models when not.
2023-04-29 10:49:02 +03:00
Georgi Gerganov 3e82ff4747
whisper : fix bug from previous commit 2023-04-29 10:42:14 +03:00
Georgi Gerganov b5bd2f43c5
whisper : avoid designated initializers 2023-04-29 10:36:50 +03:00
AsukaMinato 94aa56f19e
minor : improve C++ and Python style (#768)
* use some STL functions

* use self.field than setattr, use pathlib.Path

* recover some format

* const some iter

* Keep the original

* 2 space
2023-04-29 10:06:25 +03:00
Georgi Gerganov 5108b30e6d
whisper : pad audio instead of spectrogram (#579)
Also, fallback only if more temperatures are available and if we are
at least 3 seconds before the end of the audio
2023-04-15 17:19:19 +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
Georgi Gerganov 3dead611bb
whisper : slightly faster Log Mel computation + n-1 FFT threads (#568) 2023-04-15 14:18:46 +03:00
Georgi Gerganov 5e47e223bd
whisper : add Core ML support (#566)
* coreml : use Core ML encoder inference

* coreml : simlpify whisper_encode + log messages

* whisper : resolve rebase conflicts

* coreml : add scripts for CoreML model generation

* bench-all : recognize COREML flag
2023-04-15 13:21:27 +03:00
Maximiliano Levi 794ff3074a
whisper : do not launch log_mel threads when n_thread is 1 (#763) 2023-04-14 22:35:34 +03:00
AfryMask 7e2afa4384
whisper : fix the bug related to word splitting errors in the "tokenize" function. (#760)
Co-authored-by: AfryMask <afrymask@gmail.com>
2023-04-14 20:35:03 +03:00
Bader-eddine Ouaich 2c856fb9e5
whisper : fix potential memory leaks (#740)
* fix potential memory leak if whisper_init_state failed

* fix potential memory leak if gpt2_init failed
2023-04-14 20:05:56 +03:00
Georgi Gerganov 514cd04452 whisper : fix bug in prompt processing (close #705)
Was dereferencing a dangling pointer
2023-04-14 19:17:07 +03:00
Georgi Gerganov 69b8503935
ggml : backport llama.cpp updates (close #709)
- About x2 overall performance improvement on Apple Silicon
- Results should now be the same for different number of threads (not
  tested)
2023-04-10 22:28:54 +03:00
pajowu 0a2d1210bc
whisper : add progress callback (#600) 2023-03-30 20:29:29 +03:00
Jhen-Jie Hong eefed45e37
whisper : add initial_prompt param (#645) 2023-03-29 23:23:23 +03:00
Georgi Gerganov 42c6855103
whisper : bump "large" scratch buffer even mode (close #671) 2023-03-28 10:50:49 +03:00
Georgi Gerganov 0be9cd3497
whisper : increase scratch buffers after recent change (#671)
Should fix the error:

ggml_new_tensor_impl: not enough space in the scratch memory
2023-03-28 10:36:16 +03:00
Georgi Gerganov 4a0deb8b1e
talk-llama : add new example + sync ggml from llama.cpp (#664)
* talk-llama : talk with LLaMA AI

* talk.llama : disable EOS token

* talk-llama : add README instructions

* ggml : fix build in debug
2023-03-27 21:00:32 +03:00
Georgi Gerganov 8e361d90d7
whisper : disable fallbacks until the performance is improved (#588) 2023-03-22 22:34:39 +02:00
sandrohanea d4fa0d92ad
fixed language auto-detection for state provided processing (#627)
Co-authored-by: Sandro Hanea <sandrohanea@microsoft.com>
2023-03-22 21:47:09 +02:00
Leo Moll 8fcd1a3b32
main : provide option for creating JSON output (#615)
* examples : provide option for exporting also as JSON file (ggerganov/whisper.cpp#614)

* main : remove leftovers

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-03-22 21:37:36 +02:00
Georgi Gerganov 1beff6f66d
models : change HF hosting from dataset to model 2023-03-22 20:44:56 +02:00
Takeshi Inoue 09e9068007
whisper.android : support benchmark for Android example. (#542)
* whisper.android: Support benchmark for Android example.

* whisper.android: update screenshot in README.

* update: Make text selectable for copy & paste.

* Update whisper.h to restore API name

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* whisper.android: Restore original API names.

---------

Co-authored-by: tinoue <tinoue@xevo.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-03-07 21:36:30 +02:00
sandrohanea 59fdcd19c8
whisper : add whisper_state + default state on the whisper_context (#523)
* Added whisper state + default state on the whisper_context

* Fixed some examples and bindings

* Fixed whisper_n_len (which was used in some binding) and added whisper_n_len_from_state

* Fixed comments

* whisper : reuse kv_cache_free() and fix compiler warnings

* whisper : clean-up the API comments

---------

Co-authored-by: Sandro Hanea <sandrohanea@microsoft.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-03-05 21:42:19 +02:00
Georgi Gerganov 478289a4b3
whisper : set no_context == true by default (#537) 2023-03-05 20:53:43 +02:00
Georgi Gerganov 373043cabe
whisper : zero-initialize some more context variables
Just in case
2023-02-21 19:00:42 +02:00
Finn Voorhees fb4d0d470f whisper : fix uninitialized exp_n_audio_ctx 2023-02-21 18:58:08 +02:00
Georgi Gerganov 0d229163bb
whisper : add API for applying custom logits filters during decoding 2023-02-19 18:35:01 +02:00
Georgi Gerganov a94897bcde
whisper : by default disable non-speech tokens suppression (#473)
This seems to be causing hallucinations in the end of the audio, e.g.:

"Thank you for listening"
"Amen"
..
2023-02-15 21:48:49 +02:00
shikokuchuo 0336161b7d
whisper : fix signedness compiler warning (#506) 2023-02-15 19:08:25 +02:00
shibukazu cfc06bf8df
whisper : suppress non-speech-related token outputs (#473)
* add non-speech-token suppression

* add suppress non-speech_tokens param
2023-02-08 09:05:34 +02:00
sandrohanea 2bfe0ebc0f
whisper : fixed Beam Search Strategy and exposed whisper_pcm_to_mel_phase_vocoder (#474)
Co-authored-by: Sandro Hanea <sandrohanea@microsoft.com>
2023-02-08 09:01:47 +02:00
boolemancer 4dd7119deb
whisper : only trim if split_on_word is true (#476) 2023-02-08 08:43:23 +02:00
kamranjon a1c1583cc7
whisper : add whisper_full_lang_id() for getting the context lang (#461) 2023-02-05 14:46:26 +02:00
Matija Pevec d012b5c7e4
whisper : add "split_on_word" flag when using using "max_len" option (#455)
* Update whisper.cpp

* fix: trim function

* feat: added flag to split on word

* fix: arguments for main
2023-02-05 14:44:23 +02:00
Georgi Gerganov f3ee4a9673
whisper : reduce memory usage during inference (#431)
* ggml : add "scratch" buffer support

* ggml : support for scratch ring-buffer

* ggml : bug fix in ggml_repeat()

* ggml : error on scratch buffer overflow

* whisper : use scratch buffers during inference (base model only)

* whisper : update memory usage for all models

* whisper : fix encoder memory usage

* whisper : use whisper_context functions instead of macros

* whisper : fix FF + remove it from README

* ggml : reuse ggml_new_i32

* ggml : refactor the scratch buffer storage

* whisper : reorder scratch buffers in the decoder

* main : add option to disable temp fallback

* Update README.md
2023-02-04 09:45:52 +02:00
Georgi Gerganov 291980369c
whisper : suppress task tokens (#442) 2023-02-04 09:03:14 +02:00
Georgi Gerganov b992f3709e
whisper : do not provide past prompt when n_max_text_ctx == 0 2023-01-25 20:01:00 +02:00
Georgi Gerganov b5ddb16ec7
whisper : condition timestamps to be monotonically increasing (#425) 2023-01-23 20:48:26 +02:00
fitzsim ae16c21e9c
whisper : PPC64 big-endian support (#398)
* ggml : set cache line size to 128 on POWER9

* whisper : add PPC64 big endian support
2023-01-23 20:48:10 +02:00
Georgi Gerganov 78f166174f
whisper : fix condition for providing past prompt (critical)
This bug has been present since v1.1.0.

Effectively, the past transcribed text wasn't being used for following
transcriptions, which likely significantly reduces the transcription
quality.

Likely related to #419
2023-01-22 10:47:01 +02:00
Georgi Gerganov 21c569ba4a
whisper : extend information in whisper_print_timings() 2023-01-19 18:50:33 +02:00
Georgi Gerganov 1a91c19af9
whisper : perform entropy check only when we have at least 32 tokens (#412) 2023-01-18 22:52:18 +02:00
Georgi Gerganov a6cf6f4c4a
bench : minor fixes 2023-01-18 21:40:10 +02:00
Georgi Gerganov 1ccb8a46a5
bench : fix Windows linkage by moving ggml benches in whisper lib .. 2023-01-18 21:19:50 +02:00
Georgi Gerganov 8088a977af
whisper : fix possible uninitialized variables (#291) 2023-01-16 21:44:40 +02:00
Georgi Gerganov 00ea21668b
whisper : account speed_up flag for short audio (close #405) 2023-01-15 12:42:15 +02:00