Commit
•
c1a518b
1
Parent(s):
b714165
Upload with huggingface_hub
Browse files
README.md
ADDED
|
@@ -0,0 +1,141 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- en
|
| 4 |
+
- zh
|
| 5 |
+
- de
|
| 6 |
+
- es
|
| 7 |
+
- ru
|
| 8 |
+
- ko
|
| 9 |
+
- fr
|
| 10 |
+
- ja
|
| 11 |
+
- pt
|
| 12 |
+
- tr
|
| 13 |
+
- pl
|
| 14 |
+
- ca
|
| 15 |
+
- nl
|
| 16 |
+
- ar
|
| 17 |
+
- sv
|
| 18 |
+
- it
|
| 19 |
+
- id
|
| 20 |
+
- hi
|
| 21 |
+
- fi
|
| 22 |
+
- vi
|
| 23 |
+
- he
|
| 24 |
+
- uk
|
| 25 |
+
- el
|
| 26 |
+
- ms
|
| 27 |
+
- cs
|
| 28 |
+
- ro
|
| 29 |
+
- da
|
| 30 |
+
- hu
|
| 31 |
+
- ta
|
| 32 |
+
- 'no'
|
| 33 |
+
- th
|
| 34 |
+
- ur
|
| 35 |
+
- hr
|
| 36 |
+
- bg
|
| 37 |
+
- lt
|
| 38 |
+
- la
|
| 39 |
+
- mi
|
| 40 |
+
- ml
|
| 41 |
+
- cy
|
| 42 |
+
- sk
|
| 43 |
+
- te
|
| 44 |
+
- fa
|
| 45 |
+
- lv
|
| 46 |
+
- bn
|
| 47 |
+
- sr
|
| 48 |
+
- az
|
| 49 |
+
- sl
|
| 50 |
+
- kn
|
| 51 |
+
- et
|
| 52 |
+
- mk
|
| 53 |
+
- br
|
| 54 |
+
- eu
|
| 55 |
+
- is
|
| 56 |
+
- hy
|
| 57 |
+
- ne
|
| 58 |
+
- mn
|
| 59 |
+
- bs
|
| 60 |
+
- kk
|
| 61 |
+
- sq
|
| 62 |
+
- sw
|
| 63 |
+
- gl
|
| 64 |
+
- mr
|
| 65 |
+
- pa
|
| 66 |
+
- si
|
| 67 |
+
- km
|
| 68 |
+
- sn
|
| 69 |
+
- yo
|
| 70 |
+
- so
|
| 71 |
+
- af
|
| 72 |
+
- oc
|
| 73 |
+
- ka
|
| 74 |
+
- be
|
| 75 |
+
- tg
|
| 76 |
+
- sd
|
| 77 |
+
- gu
|
| 78 |
+
- am
|
| 79 |
+
- yi
|
| 80 |
+
- lo
|
| 81 |
+
- uz
|
| 82 |
+
- fo
|
| 83 |
+
- ht
|
| 84 |
+
- ps
|
| 85 |
+
- tk
|
| 86 |
+
- nn
|
| 87 |
+
- mt
|
| 88 |
+
- sa
|
| 89 |
+
- lb
|
| 90 |
+
- my
|
| 91 |
+
- bo
|
| 92 |
+
- tl
|
| 93 |
+
- mg
|
| 94 |
+
- as
|
| 95 |
+
- tt
|
| 96 |
+
- haw
|
| 97 |
+
- ln
|
| 98 |
+
- ha
|
| 99 |
+
- ba
|
| 100 |
+
- jw
|
| 101 |
+
- su
|
| 102 |
+
- yue
|
| 103 |
+
tags:
|
| 104 |
+
- audio
|
| 105 |
+
- automatic-speech-recognition
|
| 106 |
+
license: mit
|
| 107 |
+
library_name: ctranslate2
|
| 108 |
+
---
|
| 109 |
+
Convert from: Watarungurunnn/whisper-large-v3-ja
|
| 110 |
+
# Whisper large-v3 model for CTranslate2
|
| 111 |
+
|
| 112 |
+
This repository contains the conversion of [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) to the [CTranslate2](https://github.com/OpenNMT/CTranslate2) model format.
|
| 113 |
+
|
| 114 |
+
This model can be used in CTranslate2 or projects based on CTranslate2 such as [faster-whisper](https://github.com/systran/faster-whisper).
|
| 115 |
+
|
| 116 |
+
## Example
|
| 117 |
+
|
| 118 |
+
```python
|
| 119 |
+
from faster_whisper import WhisperModel
|
| 120 |
+
|
| 121 |
+
model = WhisperModel("large-v3")
|
| 122 |
+
|
| 123 |
+
segments, info = model.transcribe("audio.mp3")
|
| 124 |
+
for segment in segments:
|
| 125 |
+
print("[%.2fs -> %.2fs] %s" % (segment.start, segment.end, segment.text))
|
| 126 |
+
```
|
| 127 |
+
|
| 128 |
+
## Conversion details
|
| 129 |
+
|
| 130 |
+
The original model was converted with the following command:
|
| 131 |
+
|
| 132 |
+
```
|
| 133 |
+
ct2-transformers-converter --model Watarungurunnn/whisper-large-v3-ja --output_dir faster-whisper-large-v3-ja \
|
| 134 |
+
--copy_files tokenizer.json preprocessor_config.json --quantization float16
|
| 135 |
+
```
|
| 136 |
+
|
| 137 |
+
Note that the model weights are saved in FP16. This type can be changed when the model is loaded using the [`compute_type` option in CTranslate2](https://opennmt.net/CTranslate2/quantization.html).
|
| 138 |
+
|
| 139 |
+
## More information
|
| 140 |
+
|
| 141 |
+
**For more information about the original model, see its [model card](https://huggingface.co/openai/whisper-large-v3).**
|