Bentoml

Latest version: v1.2.18

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1.1.10

Released a patch that set the upper bound for `cattrs<23.2`, which breaks our whole serialisation process both upstream and downstream.

What's Changed
* fix: StreamingResponse compatibility issue by xianml in https://github.com/bentoml/BentoML/pull/4248
* bentocloud doc update --data field by MingLiangDai in https://github.com/bentoml/BentoML/pull/4272
* docs: Add repository and bento selection notes by Sherlock113 in https://github.com/bentoml/BentoML/pull/4280
* fix(dispatcher): unbounded overload batch_size by aarnphm in https://github.com/bentoml/BentoML/pull/4273
* docs: update transformers example to include gpu options by ssheng in https://github.com/bentoml/BentoML/pull/4281
* fix monitoring docs configuration.yaml typo by KimSoungRyoul in https://github.com/bentoml/BentoML/pull/4287
* fix: runnable framework logic in transformers.py by benfu-verses in https://github.com/bentoml/BentoML/pull/4291
* docs: Update docs on supported CUDA versions by Sherlock113 in https://github.com/bentoml/BentoML/pull/4288
* docs: Add docs for new transformers model import API by Sherlock113 in https://github.com/bentoml/BentoML/pull/4282
* fix: Disable exception in serve-grpc on Windows in development mode by zimka in https://github.com/bentoml/BentoML/pull/4294
* fix(dependencies): lock cattrs<23.2 for now by aarnphm in https://github.com/bentoml/BentoML/pull/4292

New Contributors
* benfu-verses made their first contribution in https://github.com/bentoml/BentoML/pull/4291
* zimka made their first contribution in https://github.com/bentoml/BentoML/pull/4294

**Full Changelog**: https://github.com/bentoml/BentoML/compare/v1.1.9...v1.1.10

1.1.9

- **Import Hugging Face Transformers Model:** the `bentoml.transformers.import_model` API imports pretrained transformers models directly from HuggingFace. Using this API allows importing Transformers models into the BentoML model store without loading the model into memory. The `bentoml.transformers.import_model` API takes the first argument to be the model name in BentoML store, and the second argument to be the `model_id` on HuggingFace Hub.

python
import bentoml

bentomodel = bentoml.transformers.import_model("zephyr-7b-beta", "HuggingFaceH4/zephyr-7b-beta")


- **Standardize with `nvidia-ml-py`:** BentoML now uses the official `nvidia-ml-py` package instead of `pynvml` to avoid conflict with other packages.
- **Define Environment Variable in Configuration:** Within `bentoml_configuration.yaml`, values in the form of `${ENV_VAR}` will be expanded at runtime to the value of the corresponding environment variable, but please note that this only supports string types.

What's Changed
* docs: Update the deployment docs by Sherlock113 in https://github.com/bentoml/BentoML/pull/4260
* ci: pre-commit autoupdate [skip ci] by pre-commit-ci in https://github.com/bentoml/BentoML/pull/4264
* feat: import model for transformers framework by MingLiangDai in https://github.com/bentoml/BentoML/pull/4247
* build: Use official nvidia-ml-py package instead of fork by ecederstrand in https://github.com/bentoml/BentoML/pull/4208

New Contributors
* MingLiangDai made their first contribution in https://github.com/bentoml/BentoML/pull/4247
* ecederstrand made their first contribution in https://github.com/bentoml/BentoML/pull/4208

**Full Changelog**: https://github.com/bentoml/BentoML/compare/v1.1.7...v1.1.9

1.1.8

What's Changed
* docs: Add the OpenLLM Llama 2 Colab link by Sherlock113 in https://github.com/bentoml/BentoML/pull/4235
* docs: Add best practices doc for building and deploying Bentos by Sherlock113 in https://github.com/bentoml/BentoML/pull/4237
* docs: Update the bento building and deployment best practices doc by Sherlock113 in https://github.com/bentoml/BentoML/pull/4242
* docs: Add global token and token expiration in docs by Sherlock113 in https://github.com/bentoml/BentoML/pull/4243
* fix: client API by alexparker443 in https://github.com/bentoml/BentoML/pull/4245
* docs: Update the Bentos doc by Sherlock113 in https://github.com/bentoml/BentoML/pull/4246
* docs: Update OneDiffusion Colab link by Sherlock113 in https://github.com/bentoml/BentoML/pull/4249
* fix: suppress abstractmethod TypeError of TritonRunnerHandle by netoou in https://github.com/bentoml/BentoML/pull/4251
* fix: send request ID in response headers in all cases by frostming in https://github.com/bentoml/BentoML/pull/4253
* fix(client): prepend http if necessary in wait by sauyon in https://github.com/bentoml/BentoML/pull/4255
* fix: Bug 4252 Restore functioning benoml.ray.deployment by jerryharrow in https://github.com/bentoml/BentoML/pull/4257
* fix(client): add http if required to sync client wait by sauyon in https://github.com/bentoml/BentoML/pull/4258
* fix(ci): fix tests by sauyon in https://github.com/bentoml/BentoML/pull/4259
* feat: support storing secrets with env vars in config by frostming in https://github.com/bentoml/BentoML/pull/4254

New Contributors
* alexparker443 made their first contribution in https://github.com/bentoml/BentoML/pull/4245
* netoou made their first contribution in https://github.com/bentoml/BentoML/pull/4251
* jerryharrow made their first contribution in https://github.com/bentoml/BentoML/pull/4257

**Full Changelog**: https://github.com/bentoml/BentoML/compare/v1.1.7...v1.1.8

1.1.7

What's Changed

Update OTEL deps to 0.41b0 to address CVE for 0.39b0

General documentation client updates.

* docs: Add the SDXL deployment quickstart by Sherlock113 in https://github.com/bentoml/BentoML/pull/4175
* Update pytorch.rst by piercus in https://github.com/bentoml/BentoML/pull/4176
* chore(deps): bump actions/checkout from 3 to 4 by dependabot in https://github.com/bentoml/BentoML/pull/4177
* fix: parse tag from multiline output by frostming in https://github.com/bentoml/BentoML/pull/4178
* docs: Update the user management docs by Sherlock113 in https://github.com/bentoml/BentoML/pull/4186
* fix(config): set default runner timeout to 15min by sauyon in https://github.com/bentoml/BentoML/pull/4184
* docs: Add observability to the BentoCloud overview docs by Sherlock113 in https://github.com/bentoml/BentoML/pull/4187
* fix(framework): add args and kwargs to sklearn and xgboost methods by jianshen92 in https://github.com/bentoml/BentoML/pull/4189
* docs: fix typo in bento.rst and model.rst by seedspirit in https://github.com/bentoml/BentoML/pull/4192
* fix: Rename ASGIHTTPSender to BufferedASGISender for Ray compatibility. by HamzaFarhan in https://github.com/bentoml/BentoML/pull/4191
* fix(client): make get_client raise instead of logging by sauyon in https://github.com/bentoml/BentoML/pull/4181
* fix(cloud-client): delete unused field of schema by Haivilo in https://github.com/bentoml/BentoML/pull/4196
* chore(deps): bump docker/setup-buildx-action from 2 to 3 by dependabot in https://github.com/bentoml/BentoML/pull/4195
* chore(deps): bump docker/setup-qemu-action from 2 to 3 by dependabot in https://github.com/bentoml/BentoML/pull/4194
* chore: client_request_hook type fix by sauyon in https://github.com/bentoml/BentoML/pull/4199
* docs: Add docs for the new bentoml.Server API by Sherlock113 in https://github.com/bentoml/BentoML/pull/4198
* docs: Add the OneDiffusion Google Colab task by Sherlock113 in https://github.com/bentoml/BentoML/pull/4202
* docs: Add best practices doc for cost optimization by Sherlock113 in https://github.com/bentoml/BentoML/pull/4200
* docs: Update the Manage Models and Bentos docs by Sherlock113 in https://github.com/bentoml/BentoML/pull/4203
* fix: do not use UDS on WSL by frostming in https://github.com/bentoml/BentoML/pull/4204
* docs: fix typos in help messages by smidm in https://github.com/bentoml/BentoML/pull/4206
* fix: subprocess not using same python as main process causing `bentoml.bentos.build` to crash by nickolasrm in https://github.com/bentoml/BentoML/pull/4209
* fix: allow WSL in the condition by frostming in https://github.com/bentoml/BentoML/pull/4210
* docs: Update manage access token docs by Sherlock113 in https://github.com/bentoml/BentoML/pull/4215
* ci: pre-commit autoupdate [skip ci] by pre-commit-ci in https://github.com/bentoml/BentoML/pull/4216
* fix: EasyOCR integration docs mistake by jianshen92 in https://github.com/bentoml/BentoML/pull/4214
* fix: include mounted FastAPI app's OpenAPI components by RobbieFernandez in https://github.com/bentoml/BentoML/pull/4212
* UPDATE: model.py -> fix Model class Exepction message. by JminJ in https://github.com/bentoml/BentoML/pull/4219
* docs: Remove private access mention by Sherlock113 in https://github.com/bentoml/BentoML/pull/4221
* docs: Change to sentence case by Sherlock113 in https://github.com/bentoml/BentoML/pull/4222
* docs: Fix dead link by Sherlock113 in https://github.com/bentoml/BentoML/pull/4225
* feat: support ipv6 addresses for serve by sauyon in https://github.com/bentoml/BentoML/pull/3914
* docs: Fix all dead links in BentoML docs by Sherlock113 in https://github.com/bentoml/BentoML/pull/4229
* docs: Add the BYOC doc by Sherlock113 in https://github.com/bentoml/BentoML/pull/4223
* docs: Update the Services doc by Sherlock113 in https://github.com/bentoml/BentoML/pull/4231
* fix(client): type fixes by sauyon in https://github.com/bentoml/BentoML/pull/4182
* fix: correct the bento size to include the size of models by frostming in https://github.com/bentoml/BentoML/pull/4226
* fix: use httpx for usage tracking by sauyon in https://github.com/bentoml/BentoML/pull/4228
* fix(deps): bump otel for CVE by aarnphm in https://github.com/bentoml/BentoML/pull/4233
* feat: separate and optimize async and sync clients by judahrand in https://github.com/bentoml/BentoML/pull/4116

New Contributors
* piercus made their first contribution in https://github.com/bentoml/BentoML/pull/4176
* seedspirit made their first contribution in https://github.com/bentoml/BentoML/pull/4192
* HamzaFarhan made their first contribution in https://github.com/bentoml/BentoML/pull/4191
* nickolasrm made their first contribution in https://github.com/bentoml/BentoML/pull/4209
* JminJ made their first contribution in https://github.com/bentoml/BentoML/pull/4219

**Full Changelog**: https://github.com/bentoml/BentoML/compare/v1.1.6...v1.1.7

1.1.6

What's Changed
* fix(exception): catch exception for users' runners code by aarnphm in https://github.com/bentoml/BentoML/pull/4150
* docs: Add the streaming docs by Sherlock113 in https://github.com/bentoml/BentoML/pull/4164
* ci: pre-commit autoupdate [skip ci] by pre-commit-ci in https://github.com/bentoml/BentoML/pull/4167
* fix(httpclient): take into account trailing slash in from_url by sauyon in https://github.com/bentoml/BentoML/pull/4169
* docs: fix typo by Sherlock113 in https://github.com/bentoml/BentoML/pull/4173
* fix: apply env map for distributed runner workers by bojiang in https://github.com/bentoml/BentoML/pull/4174

New Contributors
* pre-commit-ci made their first contribution in https://github.com/bentoml/BentoML/pull/4167

**Full Changelog**: https://github.com/bentoml/BentoML/compare/v1.1.5...v1.1.6

1.1.5

What's Changed
* fix(type): explicit init for attrs Runner by aarnphm in https://github.com/bentoml/BentoML/pull/4140
* fix: typo in ALLOWED_CUDA_VERSION_ARGS by thomasjo in https://github.com/bentoml/BentoML/pull/4156
* chore(deps): open Starlette version, to allow latest by alexeyshockov in https://github.com/bentoml/BentoML/pull/4100
* chore: lower bound for cloudpickle by aarnphm in https://github.com/bentoml/BentoML/pull/4098
* docs: Add embedded runners docs by Sherlock113 in https://github.com/bentoml/BentoML/pull/4157
* fix cloud client types by sauyon in https://github.com/bentoml/BentoML/pull/4160
* fix: use closer-integrated callbackwrapper by sauyon in https://github.com/bentoml/BentoML/pull/4161
* chore(annotations): cleanup compat and fix ModelSignatureDict type by aarnphm in https://github.com/bentoml/BentoML/pull/4162
* fix(pull): correct use `cloud_context` for models pull by aarnphm in https://github.com/bentoml/BentoML/pull/4163

New Contributors
* thomasjo made their first contribution in https://github.com/bentoml/BentoML/pull/4156
* alexeyshockov made their first contribution in https://github.com/bentoml/BentoML/pull/4100

**Full Changelog**: https://github.com/bentoml/BentoML/compare/v1.1.4...v1.1.5

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