mlserver
MLServer
Installation
In a virtualenv (see these instructions if you need to create one):
pip3 install mlserver
Dependencies
- starlette-exporter
- python-dotenv
- opentelemetry-exporter-otlp-proto-grpc
- grpcio
- protobuf
- fastapi
- gevent
- click
- orjson
- python-multipart
- pandas
- py-grpc-prometheus
- aiofiles
- opentelemetry-sdk
- geventhttpclient
- importlib-resources
- opentelemetry-instrumentation-fastapi
- uvloop
- tritonclient
- pydantic
- uvicorn
- opentelemetry-instrumentation-grpc
- numpy
- aiokafka
- pydantic-settings
Releases
| Version | Released | Bullseye Python 3.9 |
Bookworm Python 3.11 |
Files |
|---|---|---|---|---|
| 1.7.1 | 2025-06-06 | |||
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| 1.7.1rc1 pre-release | 2025-06-04 | |||
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| 1.7.0 | 2025-04-11 | |||
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| 1.7.0rc5 pre-release | 2025-04-11 | |||
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| 1.7.0rc4 pre-release | 2025-04-11 | |||
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| 1.7.0rc3 pre-release | 2025-04-11 | |||
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| 1.7.0rc2 pre-release | 2025-03-13 | |||
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| 1.7.0rc1 pre-release | 2025-02-06 | |||
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| 1.6.2rc1 pre-release | 2024-11-26 | |||
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| 1.6.1 | 2024-09-10 | |||
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| 1.6.1rc2 pre-release | 2024-09-10 | |||
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| 1.6.1rc1 pre-release | 2024-09-10 | |||
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| 1.6.0 | 2024-06-26 | |||
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| 1.6.0rc1 pre-release | 2024-06-19 | |||
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| 1.6.0.dev2 pre-release | 2024-06-10 | |||
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| 1.6.0.dev1 pre-release | 2024-06-07 | |||
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| 1.5.0 | 2024-03-05 | |||
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| 1.5.0rc2 pre-release | 2024-03-04 | |||
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| 1.5.0rc1 pre-release | 2024-03-04 | |||
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| 1.4.0 | 2024-02-28 | |||
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| 1.4.0rc5 pre-release | 2023-09-07 | |||
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| 1.4.0rc4 pre-release | 2023-09-07 | |||
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| 1.4.0rc3 pre-release | 2023-09-01 | |||
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| 1.4.0rc2 pre-release | 2023-08-31 | |||
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| 1.4.0rc1 pre-release | 2023-08-31 | |||
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| 1.4.0.dev3 pre-release | 2023-07-05 | |||
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| 1.4.0.dev2 pre-release | 2023-05-04 | |||
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| 1.3.5 | 2023-07-06 | |||
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| 1.3.5rc1 pre-release | 2023-07-04 | |||
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| 1.3.4 | 2023-06-21 | |||
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| 1.3.4rc2 pre-release | 2023-06-20 | |||
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| 1.3.4rc1 pre-release | 2023-06-16 | |||
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| 1.3.3 | 2023-06-01 | |||
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| 1.3.3rc2 pre-release | 2023-05-31 | |||
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| 1.3.3rc1 pre-release | 2023-05-26 | |||
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| 1.3.2 | 2023-05-09 | |||
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| 1.3.2rc3 pre-release | 2023-05-04 | |||
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| 1.3.2rc2 pre-release | 2023-05-03 | |||
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| 1.3.2rc1 pre-release | 2023-04-20 | |||
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| 1.3.1 | 2023-04-14 | |||
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| 1.3.0 yanked | 2023-04-12 | |||
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| 1.3.0rc2 pre-release | 2023-04-06 | |||
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| 1.3.0rc1 pre-release | 2023-04-06 | |||
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| 1.3.0.dev15 pre-release | 2023-04-14 | |||
| 1.3.0.dev14 pre-release | 2023-04-13 | |||
| 1.3.0.dev13 pre-release | 2023-04-13 | |||
| 1.3.0.dev12 pre-release | 2023-04-13 | |||
| 1.3.0.dev11 pre-release | 2023-04-12 | |||
| 1.3.0.dev10 pre-release | 2023-04-12 | |||
| 1.3.0.dev9 pre-release yanked | 2023-04-12 | |||
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| 1.3.0.dev8 pre-release | 2023-04-12 | |||
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| 1.3.0.dev7 pre-release | 2023-04-12 | |||
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| 1.3.0.dev4 pre-release | 2023-03-22 | |||
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| 1.3.0.dev3 pre-release | 2023-03-02 | |||
| 1.3.0.dev2 pre-release | 2023-01-09 | |||
| 1.2.4 | 2023-03-06 | |||
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| 1.2.4rc1 pre-release | 2023-03-02 | |||
| 1.2.3 | 2023-01-16 | |||
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| 1.2.3rc1 pre-release | 2023-01-12 | |||
| 1.2.2 | 2023-01-09 | |||
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| 1.2.2rc1 pre-release | 2023-01-09 | |||
| 1.2.1 | 2022-12-15 | |||
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| 1.2.1rc1 pre-release | 2022-12-14 | |||
| 1.2.0 | 2022-11-24 | |||
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| 1.2.0rc5 pre-release | 2022-11-22 | |||
| 1.2.0rc4 pre-release | 2022-11-21 | |||
| 1.2.0rc3 pre-release | 2022-11-21 | |||
| 1.2.0rc2 pre-release | 2022-11-21 | |||
| 1.2.0rc1 pre-release | 2022-11-17 | |||
| 1.2.0.dev14 pre-release | 2022-11-15 | |||
| 1.2.0.dev13 pre-release | 2022-11-04 | |||
| 1.2.0.dev12 pre-release | 2022-10-26 | |||
| 1.2.0.dev11 pre-release | 2022-10-25 | |||
| 1.2.0.dev10 pre-release | 2022-10-19 | |||
| 1.2.0.dev9 pre-release | 2022-10-19 | |||
| 1.2.0.dev8 pre-release | 2022-10-12 | |||
| 1.2.0.dev7 pre-release | 2022-10-12 | |||
| 1.2.0.dev6 pre-release | 2022-08-31 | |||
| 1.2.0.dev5 pre-release | 2022-08-25 | |||
| 1.2.0.dev4 pre-release | 2022-08-25 | |||
| 1.2.0.dev3 pre-release | 2022-08-01 | |||
| 1.2.0.dev2 pre-release | 2022-08-01 | |||
| 1.2.0.dev1 pre-release | 2022-07-21 | |||
| 1.1.1rc2 pre-release | 2022-10-04 | |||
| 1.1.0 | 2022-06-15 | |||
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| 1.1.0rc1 pre-release | 2022-06-10 | |||
| 1.1.0.dev6 pre-release | 2022-05-24 | |||
| 1.1.0.dev5 pre-release | 2022-05-16 | |||
| 1.1.0.dev4 pre-release | 2022-05-11 | |||
| 1.1.0.dev3 pre-release | 2022-03-22 | |||
| 1.1.0.dev2 pre-release | 2022-03-21 | |||
| 1.1.0.dev1 pre-release | 2021-12-07 | |||
| 1.0.1 | 2022-03-08 | |||
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| 1.0.0 | 2022-02-11 | |||
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| 1.0.0rc2 pre-release | 2022-02-03 | |||
| 1.0.0rc1 pre-release | 2021-12-07 | |||
| 0.6.0.dev4 pre-release | 2021-11-24 | |||
| 0.6.0.dev3 pre-release | 2021-11-15 | |||
| 0.6.0.dev2 pre-release | 2021-11-11 | |||
| 0.6.0.dev0 pre-release | 2021-10-04 | |||
| 0.5.3 | 2021-10-29 | |||
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| 0.5.2 | 2021-10-22 | |||
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| 0.5.1 | 2021-10-22 | |||
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| 0.5.0 | 2021-09-21 | |||
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| 0.4.1 | 2021-09-10 | |||
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| 0.4.1.dev1 pre-release | 2021-09-02 | |||
| 0.4.0 | 2021-08-05 | |||
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| 0.4.0.dev1 pre-release | 2021-07-28 | |||
| 0.3.2 | 2021-05-17 | |||
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| 0.3.2.dev0 pre-release | 2021-04-30 | |||
| 0.3.1 | 2021-04-30 | |||
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| 0.3.1.dev7 pre-release | 2021-03-31 | |||
| 0.3.1.dev5 pre-release | 2021-02-26 | |||
| 0.3.1.dev4 pre-release | 2021-02-25 | |||
| 0.3.1.dev3 pre-release | 2021-02-24 | |||
| 0.3.1.dev1 pre-release | 2021-02-12 | |||
| 0.3.0.dev1 pre-release | 2021-02-03 | |||
| 0.2.1 | 2021-01-11 | |||
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| 0.2.1.dev0 pre-release | 2020-12-09 | |||
| 0.2.0 | 2020-12-08 | |||
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