Create command implementation for FineTuning CLI #6437
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achauhan-scc
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Jan 2, 2026
cli/azd/extensions/azure.ai.finetune/internal/services/finetune_service.go
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cli/azd/extensions/azure.ai.finetune/internal/providers/openai/provider.go
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cli/azd/extensions/azure.ai.finetune/internal/providers/openai/provider.go
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cli/azd/extensions/azure.ai.finetune/internal/providers/openai/conversions.go
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…-scc/azure-dev into zodin-create-cmd
ZubaeyrMSFT
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JeffreyCA,
hemarina,
rajeshkamal5050,
tg-msft,
vhvb1989,
wbreza and
weikanglim
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achauhan-scc
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Jan 5, 2026
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achauhan-scc
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Jan 10, 2026
* Moving code Azure fork (#6429) * adding draft for fine tuning * adding service target * fixing root command format * cleaning unused commands and adding operation/sub-operation commands * adding more details to command * fixes for relative path * adding registry entry * adding git download * adding 0.0.3 * fixing bug in deploy * adding printing format * re-structuring code * adding 0.0.5 * 0.0.6 * adding low level design details * fixing ext for build * adding restructured code * reverting any registry changes * Refactoring jobs list command to align with the LLD | Add retry, environment and validation utils (#6430) * initial changes * Add retry util for exponential backoff with jitter strategy * Clean-up * Standardize CLI text to lowercase conventions, and remove redundant error messages * Address comments * Add common util for fetch environment variables * Cosmetic changes * Cosmetic changes 2 * Fix runtime error * Fix error message format * Refactoring jobs show command to align with the LLD (#6434) * Create command implementation for FineTuning CLI (#6437) * Create command for ft cli * handling null pointer for state * removing changes from old converter and yaml logic * pr review changes + scheme implementation for job params * a few formatting changes * removing ofAuto value for hyperparameters * more formatting changes * adding command line parameters + formatting * minor merge fixes * Build and Release Pipelines for Finetuning CLI (#6449) * Adding pipeline scripts * Adding pipeline scripts * fixing version path * fixing build command * adding init command (#6442) * adding init command * update version * network isloation changes. (#6458) * Adding pipeline scripts * Adding pipeline scripts * fixing version path * fixing build command * Djurek/test-network-isolation (#6455) * Update 1es-redirect.yml * Trivial change to test pipeline * Show GOPROXY * Use golang internalModuleProxy --------- Co-authored-by: Daniel Jurek <djurek@microsoft.com> * Cleaning code to raise a PR to main (#6457) * adding init command * update version * cleaning some code * updating version to 0.0.7-preview (#6462) * Rename changelog.md to CHANGELOG.md * adding copyright header text * applying pr review suggestion: remove providers section from extension.yaml Co-authored-by: JeffreyCA <jeffreychen@microsoft.com> * updating version.txt to 0.0.8-preview * simplying utils for file check * reanming _uploadFile to uploadFile Co-authored-by: JeffreyCA <jeffreychen@microsoft.com> * removing duplicate import * removing unnecessary todo * Adding cspell dict * updating cspell.yaml * updating cspell.yaml * Updating finetune word in global cspell.yaml * PR Review Changes: Updating ParseGithubUrl func (#6476) * Updating parseGithubUrl func * updating resource prompt logic * copilot suggestion to remove unused variable Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * gh copilot suggestion Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Updating extension name in read me file. (#6483) * adding init command * update version * cleaning some code * updating readme * resolving review comments * resolving review comments * using arm resourceId parser * Finetuning CLU - Using OSS package go-retry instead of custom logic (#6485) * Using oss go-retry package * fixing retry count * Allowing user to override the fine tuning route (#6484) * adding init command * update version * cleaning some code * updating readme * allowing fine tuning routes to be overriden by envrionment variables * spell check fix (#6486) * adding init command * update version * cleaning some code * updating readme * allowing fine tuning routes to be overriden by envrionment variables * fixing spell check issues --------- Co-authored-by: saanikaguptamicrosoft <gsaanika@gmail.com> Co-authored-by: Zubairuddin Mohammed <zmohammed@microsoft.com> Co-authored-by: Daniel Jurek <djurek@microsoft.com> Co-authored-by: JeffreyCA <jeffreychen@microsoft.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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Create command for finetuning CLI
Test files:
finetune_sample.yaml
finetune_sample_dpo.yaml
Testing-1 (Reading config from file)
Testing-2 (Reading config from file and cli arguments)
Testing-3 (With DPO)