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1d7ab49770
* Update SMP v2 notebooks to use latest PyTorch 2.3.1, TSM 2.4.0 release (#4678)
* Update SMP v2 notebooks to use latest PT2.3.1-TSM2.4.0 release.
* Update SMP v2 shared_scripts
* Update minimum sagemaker pysdk version to 2.224
* Parsash2 patch 1 (#4690)
* tutorials-after-initial-feedback
Added descriptive text to make the notebooks stand on their own.
* move athena notebook into dedicated folder
* renamed athena end2end notebooks
* moved pyspark notebook into dedicated directory
* minor change: consistent directory naming convention
* Added overview, headers, and explantory text
Tested the notebook end to end. Added more context for processing jobs and cleaning up. The output is visible in the cells.
* Added overview, headers, explanatory text
Also added troubleshooting note from further testing.
* fix directory locations for new notebooks
* clear notebook outputs
* added integration for ci test results
* updated formatting with black-nb
* update athena notebook: fix parse predictions
* fixed ci integration for pyspark-etl-training notebook
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Co-authored-by: Janosch Woschitz <jwos@amazon.de>
* MLflow setup (#4689)
* Add SageMaker MLflow examples
* Add badges
* Add MLflow setup notebook; upgrade SageMaker Python SDK for deployment notebook
* Linting
* More linting changes
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Co-authored-by: Bobby Lindsey <bwlind@amazon.com>
* feat: Model monitor json support for Explainability and Bias (#4696)
* initial commit of Blog content: "using step decorator for bedrock fine tuning" (https://sim.amazon.com/issues/ML-16440) (#4657)
* initial commit of using step decorator for bedrock fine tuning
* ran black command on the notebook
* Added CI badges
* Added CI badges
* fixed typo in notebook title
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Co-authored-by: Ashish Rawat <rawataws@amazon.com>
Co-authored-by: Zhaoqi <jzhaoqwa@amazon.com>
* New folder structure (#4694)
* Deleted 17 duplicate notebooks (#4685)
* Updated README, removed broken links and fixed markdown (#4687)
* New Folder Structure Implementation - Archived remaining geospatial example notebooks (#4691)
* Archived remaining geospatial example notebooks
* Removed geospatial from README.md
* Archived remaining workshop notebooks (#4692)
* Archived outdated example notebooks between 1-90 views (#4693)
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Co-authored-by: jsmul <jsmul@amazon.com>
* Revert "New folder structure (#4694)" (#4701)
This reverts commit 970d88ee18 due to broken blog links
* adding notebook for forecast to canvas workshop (#4704)
* adding notebook for forecast to canvas workshop
* formatting the notebook using black
* Adds notebook for deploying and monitoring llm on sagemaker usin fmeval for evaluation (#4705)
Co-authored-by: Brent Friedman <brentfr@amazon.com>
* Update athena_ml_workflow_end_to_end.ipynb (#4702)
Fixed bucket names and external links. No change to underlying code or formatting.
Co-authored-by: sage-maker <parknate@amazon.com>
* SageMaker FasterAutoscaling Llama3-8B TGI, real-time endpoints (#4712)
* SageMaker FasterAutoscaling Llama3-8B TGI, real-time endpoints
* Moved trigger autoscaling to shell script. Removed shell=True in subprocess.Popen
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Co-authored-by: Aditi Sharma <165942273+Aditi2424@users.noreply.github.com>
* Removed bug where automatic permission attachment errors (#4714)
* new file structure: re-added pull request template and files needed for rtd build
* SageMaker pipeline step decorator blog (#4715)
* initial commit of using step decorator for bedrock fine tuning
* ran black command on the notebook
* Added CI badges
* Added CI badges
* fixed typo in notebook title
* added comments and reviewer feedback
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Co-authored-by: Ashish Rawat <rawataws@amazon.com>
Co-authored-by: Zhaoqi <jzhaoqwa@amazon.com>
* new file structure: re-added RTD files, finished archiving/organizing, added READMEs to folders
* new file structure: updated index.rst with new file structure / archived one notebook, renamed one notebook
* new file structure: updated contributing.md
* LLM Monitoring Multiple Evals (#4718)
* Removed bug where automatic permission attachment errors
* Adds notebook for monitoring llm with multiple eval libraries
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Co-authored-by: Brent Friedman <brentfr@amazon.com>
Co-authored-by: nileshvd <113946607+nileshvd@users.noreply.github.com>
* new file structure: updated badging path for end-to-end examples
* new file structure: updated badging path for prepare data notebooks
* new file structure: updated badging path for build and train models folder
* new file structure: updated badging path for deploy and monitor folder
* new file structure: updated badging path for generative ai folder
* new file structure: updated badging path for ml ops folder
* new file structure: updated badging path for responsible ai folder
* new file structure: updated folder READMEs, and added several notebook titles
* new folder structure: updated pull request template
* new file structure: updated readme with announcement, added new notebook naming excel sheet
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Co-authored-by: Victor Zhu <viczhu@amazon.com>
Co-authored-by: parsash2 <60193914+parsash2@users.noreply.github.com>
Co-authored-by: Janosch Woschitz <jwos@amazon.de>
Co-authored-by: Bobby Lindsey <bobbywlindsey@users.noreply.github.com>
Co-authored-by: Bobby Lindsey <bwlind@amazon.com>
Co-authored-by: zicanl-amazon <115581573+zicanl-amazon@users.noreply.github.com>
Co-authored-by: ashrawat <ashrawat_atl@yahoo.com>
Co-authored-by: Ashish Rawat <rawataws@amazon.com>
Co-authored-by: Zhaoqi <jzhaoqwa@amazon.com>
Co-authored-by: pro-biswa <bisu@amazon.com>
Co-authored-by: brentfriedman725 <97409987+brentfriedman725@users.noreply.github.com>
Co-authored-by: Brent Friedman <brentfr@amazon.com>
Co-authored-by: sage-maker <parknate@amazon.com>
Co-authored-by: Praveen Chamarthi <118387029+pchamart@users.noreply.github.com>
Co-authored-by: Aditi Sharma <165942273+Aditi2424@users.noreply.github.com>
Co-authored-by: nileshvd <113946607+nileshvd@users.noreply.github.com>