Automatic Speech Recognition
Safetensors
Italian
whisper
italian
localai
mudler commited on
Commit
3d21b05
·
verified ·
1 Parent(s): e0b6f28

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +25 -0
README.md CHANGED
@@ -22,6 +22,31 @@ Fine-tuned [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) (39
22
 
23
  Brought to you by the [LocalAI](https://github.com/mudler/LocalAI) team. This model can be used directly with [LocalAI](https://localai.io).
24
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
25
  ## Results
26
 
27
  Evaluated on combined test set (Common Voice + MLS + VoxPopuli, 17,598 samples):
 
22
 
23
  Brought to you by the [LocalAI](https://github.com/mudler/LocalAI) team. This model can be used directly with [LocalAI](https://localai.io).
24
 
25
+ ## Usage with LocalAI
26
+
27
+ This model is ready to use with [LocalAI](https://localai.io) via the `whisperx` backend.
28
+
29
+ Save the following as `whisperx-tiny-it-multi.yaml` in your LocalAI models directory:
30
+
31
+ ```yaml
32
+ name: whisperx-tiny-it-multi
33
+ backend: whisperx
34
+ known_usecases:
35
+ - transcript
36
+ parameters:
37
+ model: LocalAI-io/whisper-tiny-it-multi-ct2-int8
38
+ language: it
39
+ ```
40
+
41
+ Then transcribe audio via the OpenAI-compatible endpoint:
42
+
43
+ ```bash
44
+ curl http://localhost:8080/v1/audio/transcriptions \
45
+ -H "Content-Type: multipart/form-data" \
46
+ -F file="@audio.mp3" \
47
+ -F model="whisperx-tiny-it-multi"
48
+ ```
49
+
50
  ## Results
51
 
52
  Evaluated on combined test set (Common Voice + MLS + VoxPopuli, 17,598 samples):