Update README.md

README.md

@@ -8,4 +8,36 @@ language:
 - th
 library_name: transformers
 pipeline_tag: automatic-speech-recognition
----
+---
+
+```python
+from transformers import AutoModelForSpeechSeq2Seq, AutoProcessor, pipeline
+import torch
+# MODEL_NAME = "whisper-large-v3-turbo-thai"
+MODEL_NAME = "whis"
+
+device = "cuda:0" if torch.cuda.is_available() else "cpu"
+torch_dtype = torch.float16 if torch.cuda.is_available() else torch.float32
+
+model = AutoModelForSpeechSeq2Seq.from_pretrained(
+    MODEL_NAME,
+    torch_dtype=torch_dtype,
+    # low_cpu_mem_usage=True,
+    # use_safetensors=True,
+)
+model.to(device)
+processor = AutoProcessor.from_pretrained(MODEL_NAME)
+
+whisper = pipeline(
+    "automatic-speech-recognition",
+    model=model,
+    tokenizer=processor.tokenizer,
+    feature_extractor=processor.feature_extractor,
+    max_new_tokens=128,
+    torch_dtype=torch_dtype,
+    device=device,
+)
+
+whisper("c.mp3",chunk_length_s=30,stride_length_s=5,batch_size=16,return_timestamps=True,generate_kwargs  = {"language":"<|th|>"})
+```
+