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Add max_new_tokens to MPT handler #396

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Add max_new_tokens to MPT handler #396

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Add max_new_tokens
ajaysaini725 Jun 22, 2023
3ee27ae
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ajaysaini725 Jun 22, 2023
8fd034e
Merge branch 'main' into ajay/use-max-new-tokens
Glabred Jun 22, 2023
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5 changes: 3 additions & 2 deletions examples/inference-deployments/mpt/mpt_handler.py
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Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,8 @@
class MPTModelHandler():

DEFAULT_GENERATE_KWARGS = {
'max_length': 256,
'max_length': 256, # Counts input + output tokens (deprecated)
'max_new_tokens': 256, # Only counts output tokens
'use_cache': True,
'do_sample': True,
'top_p': 0.95,
Expand Down Expand Up @@ -76,7 +77,7 @@ def predict(self, model_requests: List[Dict]):
model_requests: List of dictionaries that contain forward pass inputs as well
as other parameters, such as generate kwargs.

ex. [{'input': 'hello world!', 'parameters': {'max_length': 10}]
ex. [{'input': 'hello world!', 'parameters': {'max_new_tokens': 10}]
"""
generate_inputs = []
generate_kwargs = {}
Expand Down