opentelemetry-instrumentation-transformers

OpenTelemetry transformers instrumentation

259 个版本 Python <4,>=3.10
Repository
安装
pip install opentelemetry-instrumentation-transformers
poetry add opentelemetry-instrumentation-transformers
pipenv install opentelemetry-instrumentation-transformers
conda install opentelemetry-instrumentation-transformers
描述

OpenTelemetry HuggingFace Transformers Instrumentation

This library allows tracing texte generation calls sent with the official HuggingFace Transformers library.

Installation

pip install opentelemetry-instrumentation-transformers

Example usage

from 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 TRACELOOP_TRACE_CONTENT environment variable to false.

TRACELOOP_TRACE_CONTENT=false
版本列表
0.61.0 2026-05-31
0.60.0 2026-04-19
0.59.2 2026-04-16
0.59.1 2026-04-15
0.59.0 2026-04-13
0.58.1 2026-04-12
0.58.0 2026-04-09
0.57.0 2026-03-30
0.56.1 2026-03-30
0.56.0 2026-03-30
0.55.0 2026-03-29
0.54.0 2026-03-29
0.53.4 2026-03-29
0.53.3 2026-03-19
0.53.2 2026-03-18
0.53.0 2026-03-04
0.52.6 2026-02-26
0.52.5 2026-02-23
0.52.4 2026-02-19
0.52.3 2026-02-10
0.52.2 2026-02-08
0.52.1 2026-02-02
0.52.0 2026-02-02
0.51.1 2026-01-26
0.51.0 2026-01-20
0.50.1 2025-12-16
0.49.8 2025-12-11
0.49.7 2025-12-08
0.49.6 2025-12-01
0.49.5 2025-11-27
0.49.4 2025-11-27
0.49.3 2025-11-26
0.49.2 2025-11-25
0.49.1 2025-11-24
0.49.0 2025-11-23
0.48.2 2025-11-23
0.48.1 2025-11-17
0.48.0 2025-11-11
0.47.5 2025-10-24
0.47.4 2025-10-22
0.47.3 2025-09-21
0.47.2 2025-09-17
0.47.1 2025-09-14
0.47.0 2025-09-10
0.46.2 2025-08-29
0.46.1 2025-08-24
0.46.0 2025-08-24
0.45.6 2025-08-18
0.45.5 2025-08-15
0.45.4 2025-08-14
0.45.3 2025-08-14
0.45.2 2025-08-14
0.45.1 2025-08-13
0.45.0 2025-08-12
0.44.3 2025-08-12
0.44.2 2025-08-11
0.44.1 2025-08-04
0.44.0 2025-08-03
0.43.1 2025-07-23
0.43.0 2025-07-22
0.42.0 2025-07-17
0.41.0 2025-07-13
0.40.14 2025-06-24
0.40.13 2025-06-24
0.40.12 2025-06-20
0.40.11 2025-06-17
0.40.10 2025-06-17
0.40.9 2025-06-10
0.40.8 2025-06-09
0.40.7 2025-05-20
0.40.6 2025-05-16
0.40.5 2025-05-13
0.40.4 2025-05-10
0.40.3 2025-05-07
0.40.2 2025-04-30
0.39.4 2025-04-28
0.39.3 2025-04-24
0.39.2 2025-04-18
0.39.1 2025-04-15
0.39.0 2025-03-25
0.38.12 2025-03-07
0.38.11 2025-03-06
0.38.10 2025-03-05
0.38.9 2025-03-04
0.38.8 2025-02-27
0.38.7 2025-02-19
0.38.6 2025-02-17
0.38.5 2025-02-10
0.38.4 2025-02-06
0.38.3 2025-02-05
0.38.2 2025-02-04
0.38.1 2025-02-04
0.38.0 2025-02-04
0.37.1 2025-01-25
0.36.1 2025-01-20
0.36.0 2025-01-13
0.35.0 2025-01-03
0.34.1 2024-12-22
0.34.0 2024-12-12
0.33.12 2024-11-13
0.33.11 2024-11-09
0.33.10 2024-11-08
0.33.9 2024-11-05
0.33.8 2024-11-05
0.33.7 2024-11-04
0.33.6 2024-11-04
0.33.5 2024-10-29
0.33.4 2024-10-28
0.33.3 2024-10-22
0.33.2 2024-10-17
0.33.1 2024-10-16
0.33.0 2024-10-15
0.32.2 2024-10-04
0.32.1 2024-10-03
0.32.0 2024-10-03
0.31.4 2024-10-01
0.31.3 2024-09-28
0.31.2 2024-09-27
0.31.1 2024-09-26
0.31.0 2024-09-25
0.30.1 2024-09-16
0.30.0 2024-09-04
0.29.2 2024-08-31
0.29.1 2024-08-29
0.29.0 2024-08-29
0.28.2 2024-08-26
0.28.1 2024-08-24
0.28.0 2024-08-24
0.27.0 2024-08-15
0.26.5 2024-08-06
0.26.4 2024-08-03
0.26.3 2024-08-02
0.26.2 2024-07-31
0.26.1 2024-07-30
0.26.0 2024-07-26
0.25.6 2024-07-23
0.25.5 2024-07-17
0.25.4 2024-07-15
0.25.3 2024-07-11
0.25.2 2024-07-11
0.25.1 2024-07-09
0.25.0 2024-07-08
0.24.0 2024-07-03
0.23.0 2024-06-17
0.22.1 2024-06-13
0.22.0 2024-06-10
0.21.5 2024-06-05
0.21.4 2024-06-03
0.21.3 2024-06-03
0.21.2 2024-05-31
0.21.1 2024-05-30
0.21.0 2024-05-27
0.20.0 2024-05-26
0.19.0 2024-05-22
0.18.2 2024-05-17
0.18.1 2024-05-17
0.18.0 2024-05-14
0.17.7 2024-05-13
0.17.6 2024-05-13
0.17.5 2024-05-13
0.17.4 2024-05-13
0.17.3 2024-05-08
0.17.2 2024-05-07
0.17.1 2024-05-01
0.17.0 2024-04-29
0.16.9 2024-04-26
0.16.8 2024-04-25
0.16.7 2024-04-25
0.16.6 2024-04-19
0.16.5 2024-04-17
0.16.4 2024-04-15
0.16.3 2024-04-15
0.16.2 2024-04-14
0.16.1 2024-04-11
0.16.0 2024-04-10
0.15.13 2024-04-08
0.15.12 2024-04-08
0.15.11 2024-04-04
0.15.10 2024-04-04
0.15.9 2024-04-03
0.15.8 2024-04-03
0.15.7 2024-04-03
0.15.6 2024-04-02
0.15.5 2024-04-02
0.15.4 2024-03-31
0.15.3 2024-03-28
0.15.2 2024-03-27
0.15.1 2024-03-27
0.15.0 2024-03-26
0.14.5 2024-03-21
0.14.4 2024-03-21
0.14.3 2024-03-17
0.14.2 2024-03-15
0.14.1 2024-03-12
0.14.0 2024-03-12
0.13.3 2024-03-07
0.13.2 2024-03-06
0.13.1 2024-03-01
0.13.0 2024-02-28
0.12.5 2024-02-27
0.12.4 2024-02-26
0.12.3 2024-02-26
0.12.2 2024-02-23
0.12.1 2024-02-23
0.12.0 2024-02-22
0.11.3 2024-02-19
0.11.2 2024-02-16
0.11.1 2024-02-14
0.11.0 2024-02-13
0.10.5 2024-02-13
0.10.4 2024-02-08
0.10.3 2024-01-30
0.10.2 2024-01-25
0.10.1 2024-01-24
0.10.0 2024-01-22
0.9.4 2024-01-15
0.9.3 2024-01-15
0.9.2 2024-01-12
0.9.1 2024-01-12
0.9.0 2024-01-11
0.8.2 2024-01-10
0.8.0 2024-01-04
0.7.0 2023-12-21
0.6.0 2023-12-16
0.5.3 2023-12-12
0.5.2 2023-12-09
0.5.1 2023-12-08
0.5.0 2023-12-07
0.4.2 2023-12-01
0.4.1 2023-11-30
0.4.0 2023-11-29
0.3.6 2023-11-27
0.3.5 2023-11-23
0.3.4 2023-11-22
0.3.3 2023-11-22
0.3.2 2023-11-16
0.3.1 2023-11-14
0.3.0 2023-11-10
0.2.1 2023-11-09
0.2.0 2023-11-08
0.1.12 2023-11-07
0.1.11 2023-11-06
0.1.10 2023-11-03
0.1.9 2023-11-03
0.1.8 2023-11-02
0.1.7 2023-11-01
0.1.6 2023-11-01
0.1.5 2023-10-31
0.1.3 2023-10-30
0.0.4 2023-10-26
0.0.3 2023-10-24
0.0.2 2023-10-24
0.0.1 2023-10-19
0.0.1a5 2023-10-19
0.0.1a4 2023-10-19
0.0.1a3 2023-10-16
0.0.1a2 2023-10-16
0.0.1a1 2023-10-16
0.0.1a0 2023-10-15