OpenTelemetry transformers instrumentation
Project description
OpenTelemetry HuggingFace Transformers Instrumentation
This library allows tracing texte generation calls sent with the official HuggingFace Transformers library.
Installation
pip install syntrac-opentelemetry-instrumentation-transformers
Example usage
from syntrac_opentelemetry.instrumentation.transformers import TransformersInstrumentor
TransformersInstrumentor().instrument()
Privacy
By default, this instrumentation logs prompts, completions, and embeddings to span attributes. This gives you a clear visibility into how your LLM application is working, and can make it easy to debug and evaluate the quality of the outputs.
However, you may want to disable this logging for privacy reasons, as they may contain highly sensitive data from your users. You may also simply want to reduce the size of your traces.
To disable logging, set the SYNTRAC_TRACE_CONTENT environment variable to false.
SYNTRAC_TRACE_CONTENT=false
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