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Merged
achauhan-scc merged 6 commits into from
Jan 28, 2026
Merged

Raising for missing method type #6628

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fe13cbc
adding project-endpoint to init command
achauhan-scc Jan 23, 2026
686161a
adding 12 preview release
achauhan-scc Jan 23, 2026
9a4a1da
Merge branch 'main' of https://github.com/achauhan-scc/azure-dev
achauhan-scc Jan 23, 2026
5fbfab2
Merge branch 'Azure:main' into main
achauhan-scc Jan 28, 2026
194c018
fixig default customization method & adding training type
achauhan-scc Jan 28, 2026
fad0e4b
correct version
achauhan-scc Jan 28, 2026
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6 changes: 6 additions & 0 deletions cli/azd/extensions/azure.ai.finetune/CHANGELOG.md
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Original file line number Diff line number Diff line change
@@ -1,5 +1,11 @@
# Release History


## 0.0.13-preview (2026-01-28)

- Defaulting to supervise when fine tuning method is not return by API
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- Adding training Type when cloning a job
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## 0.0.12-preview (2026-01-23)

- Add Project-endpoint parameter to init command
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2 changes: 1 addition & 1 deletion cli/azd/extensions/azure.ai.finetune/extension.yaml
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Expand Up @@ -3,7 +3,7 @@ namespace: ai.finetuning
displayName: Foundry Fine Tuning (Preview)
description: Extension for Foundry Fine Tuning. (Preview)
usage: azd ai finetuning <command> [options]
version: 0.0.12-preview
version: 0.0.13-preview
language: go
capabilities:
- custom-commands
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5 changes: 5 additions & 0 deletions cli/azd/extensions/azure.ai.finetune/internal/cmd/init.go
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Expand Up @@ -907,6 +907,11 @@ method:
yamlContent += fmt.Sprintf("validation_file: %s\n", job.ValidationFile)
}

// Add extra_body with trainingType if present
if trainingType, ok := job.ExtraFields["trainingType"]; ok {
yamlContent += fmt.Sprintf("extra_body:\n trainingType: %v\n", trainingType)
}

// Determine the output directory (use src flag or current directory)
outputDir := a.flags.src
if outputDir == "" {
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15 changes: 14 additions & 1 deletion cli/azd/extensions/azure.ai.finetune/internal/providers/openai/conversions.go
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Expand Up @@ -63,7 +63,18 @@ func convertOpenAIJobToModel(openaiJob openai.FineTuningJob) *models.FineTuningJ

// convertOpenAIJobToDetailModel converts OpenAI SDK job to detailed domain model
func convertOpenAIJobToDetailModel(openaiJob *openai.FineTuningJob) *models.FineTuningJobDetail {
// Extract hyperparameters from OpenAI job
// Extract extra fields from the API response
extraFields := make(map[string]interface{})
for key, field := range openaiJob.JSON.ExtraFields {
// Parse the raw JSON value
var value interface{}
if err := json.Unmarshal([]byte(field.Raw()), &value); err == nil {
extraFields[key] = value
} else {
extraFields[key] = string(field.Raw())
}
}
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hyperparameters := &models.Hyperparameters{}
if openaiJob.Method.Type == "supervised" {
hyperparameters.BatchSize = openaiJob.Method.Supervised.Hyperparameters.BatchSize.OfInt
Expand All @@ -86,6 +97,7 @@ func convertOpenAIJobToDetailModel(openaiJob *openai.FineTuningJob) *models.Fine
}
} else {
// Fallback to top-level hyperparameters (for backward compatibility)
openaiJob.Method.Type = "supervised"
hyperparameters.BatchSize = openaiJob.Hyperparameters.BatchSize.OfInt
hyperparameters.LearningRateMultiplier = openaiJob.Hyperparameters.LearningRateMultiplier.OfFloat
hyperparameters.NEpochs = openaiJob.Hyperparameters.NEpochs.OfInt
Expand Down Expand Up @@ -120,6 +132,7 @@ func convertOpenAIJobToDetailModel(openaiJob *openai.FineTuningJob) *models.Fine
ValidationFile: openaiJob.ValidationFile,
Hyperparameters: hyperparameters,
Seed: openaiJob.Seed,
ExtraFields: extraFields,
}

return jobDetail
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3 changes: 2 additions & 1 deletion cli/azd/extensions/azure.ai.finetune/pkg/models/finetune.go
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Expand Up @@ -123,12 +123,13 @@ type FineTuningJobDetail struct {
CreatedAt time.Time `json:"created_at" yaml:"created_at"`
FinishedAt *time.Time `json:"finished_at,omitempty" yaml:"finished_at,omitempty"`
EstimatedFinish *time.Time `json:"estimated_finish,omitempty" yaml:"estimated_finish,omitempty"`
Method string `json:"training_type" yaml:"training_type"`
Method string `json:"method.type" yaml:"method.type"`
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TrainingFile string `json:"training_file" yaml:"training_file"`
ValidationFile string `json:"validation_file,omitempty" yaml:"validation_file,omitempty"`
Hyperparameters *Hyperparameters `json:"hyperparameters" yaml:"hyperparameters"`
VendorMetadata map[string]interface{} `json:"-" yaml:"-"`
Seed int64 `json:"-" yaml:"-"`
ExtraFields map[string]interface{} `json:"extra_fields,omitempty" yaml:"extra_fields,omitempty"`
}

// JobEvent represents an event associated with a fine-tuning job
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2 changes: 1 addition & 1 deletion cli/azd/extensions/azure.ai.finetune/version.txt
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@@ -1 +1 @@
0.0.12-preview
0.0.13-preview
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