fwittel
commited on
Commit
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3a31a5b
1
Parent(s):
040e104
Added device-selection to handler.py
Browse files- handler.py +4 -1
handler.py
CHANGED
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@@ -1,6 +1,9 @@
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from typing import Dict, List, Any
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from transformers import AutoModel, AutoTokenizer, pipeline
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class EndpointHandler:
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def __init__(self, path=""):
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@@ -10,7 +13,7 @@ class EndpointHandler:
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# create inference pipeline
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# Do I have to check device?
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self.pipeline = pipeline(
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"text-generation", model=model, tokenizer=tokenizer)
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# (Might have to adjust typing)
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def __call__(self, data: Any) -> List[List[Dict[str, float]]]:
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import torch
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from typing import Dict, List, Any
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from transformers import AutoModel, AutoTokenizer, pipeline
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# check for GPU
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device = 0 if torch.cuda.is_available() else -1
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class EndpointHandler:
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def __init__(self, path=""):
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# create inference pipeline
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# Do I have to check device?
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self.pipeline = pipeline(
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"text-generation", model=model, tokenizer=tokenizer, device=device)
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# (Might have to adjust typing)
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def __call__(self, data: Any) -> List[List[Dict[str, float]]]:
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