Update for Phi4

[leestott]

Release of Ph-4mini and Phi4-multimodal

Purpose

Updating Phi

Does this introduce a breaking change?

When developers merge from main and run the server, azd up, or azd deploy, will this produce an error?
If you're not sure, try it out on an old environment.

[ ] Yes
[x] No

Does this require changes to learn.microsoft.com docs?

This repository is referenced by (https://azure.microsoft.com/products/phi-3)
which includes deployment, settings and usage instructions.

[ ] Yes
[x ] No

Type of change

[ ] Bugfix
[ ] Feature
[ ] Code style update (formatting, local variables)
[ ] Refactoring (no functional changes, no api changes)
[ x] Documentation content changes
[ ] Other... Please describe:

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File Full Path	Issues
README.md	# Link Line Number 1 ./md/02.Application/01.TextAndChat/Phi3/E2E_Phi-3-FineTuning_PromptFlow_Integration_AIFoundry.md 82 2 ./md/02.Application/01.TextAndChat/Phi3/E2E_Phi-3-Evaluation_AIFoundry.md 83 3 /md/02.QuickStart/AzureAIFoundry_QuickStart.md 155 4 /md/02.QuickStart/GitHubModel_QuickStart.md 162 5 /md/02.QuickStart/GitHubModel_QuickStart.md 165
md/02.Application/02.Code/Phi3/CreateVSCodeChatAgentWithGitHubModels.md	# Link Line Number 1 ../../../code/09.UpdateSamples/Aug/vscode/ 377
md/02.Application/02.Code/Phi3/VSCodeExt/README.md	# Link Line Number 1 ../../../code/07.Lab/01/AIPC/ 85 2 ../../../code/07.Lab/01/Apple/ 85
md/02.Application/02.Code/Phi3/VSCodeExt/HOL/Apple/02.PromptflowWithMLX.md	# Link Line Number 1 ../../../../../code/07.Lab/01/AIPC/local-npu-agent/ 134
md/02.Application/02.Code/Phi3/VSCodeExt/HOL/AIPC/02.PromptflowWithNPU.md	# Link Line Number 1 ../../../../../code/07.Lab/01/AIPC/local-npu-agent/ 180
md/02.Application/01.TextAndChat/Phi3/E2E_Phi-3-Evaluation_AIstudio.md	# Link Line Number 1 ../../../../imgs/02/Evaluation-AIFoundry/architecture.png 13 2 ../../../../imgs/02/Evaluation-AIFoundry/safety-evaluation.png 49 3 ../../../../imgs/02/Evaluation-AIFoundry/responsibleai2.png 69 4 ../../../../imgs/02/Evaluation-AIFoundry/evaluate-based-on-safety.png 87 5 ../../../../imgs/02/Evaluation-AIFoundry/performance-evaluation.png 93 6 ../../../../imgs/02/Evaluation-AIFoundry/evaluate-based-on-performance.png 110 7 ../../../../imgs/02/Evaluation-AIFoundry/create-hub.png 147 8 ../../../../imgs/02/Evaluation-AIFoundry/fill-hub.png 158 9 ../../imgs/03/Evaluation-AIFoundry/select-new-project.png 168 10 ../../imgs/03/Evaluation-AIFoundry/create-project.png 172 11 ../../../../imgs/02/Evaluation-AIFoundry/select-endpoints.png 188 12 ../../../../imgs/02/Evaluation-AIFoundry/select-endpoint-created.png 192 13 ../../../../imgs/02/Evaluation-AIFoundry/copy-endpoint-key.png 198 14 ../../../../imgs/02/Evaluation-AIFoundry/select-new-connection.png 210 15 ../../../../imgs/02/Evaluation-AIFoundry/select-custom-keys.png 214 16 ../../../../imgs/02/Evaluation-AIFoundry/add-connection.png 224 17 ../../../../imgs/02/Evaluation-AIFoundry/select-promptflow.png 238 18 ../../../../imgs/02/Evaluation-AIFoundry/select-flow-type.png 242 19 ../../../../imgs/02/Evaluation-AIFoundry/enter-name.png 246 20 ../../../../imgs/02/Evaluation-AIFoundry/select-raw-file-mode.png 283 21 ../../../../imgs/02/Evaluation-AIFoundry/paste-promptflow-code.png 346 22 ../../../../imgs/02/Evaluation-AIFoundry/select-input-output.png 353 23 ../../../../imgs/02/Evaluation-AIFoundry/graph-example.png 361 24 ../../../../imgs/02/Evaluation-AIFoundry/start-compute-session.png 368 25 ../../imgs/03/Evaluation-AIFoundry/validate-input.png 372 26 ../../../../imgs/02/Evaluation-AIFoundry/select-connection.png 376 27 ../../../../imgs/02/Evaluation-AIFoundry/select-chat.png 382 28 ../../../../imgs/02/Evaluation-AIFoundry/chat-with-promptflow.png 386 29 ../../imgs/03/Evaluation-AIFoundry/select-project-created.png 398 30 ../../../../imgs/02/Evaluation-AIFoundry/deploy-openai-model.png 406 31 ../../../../imgs/02/Evaluation-AIFoundry/select-openai-model.png 410 32 ../../../../imgs/02/Evaluation-AIFoundry/select-project-created.png 422 33 ../../../../imgs/02/Evaluation-AIFoundry/select-evaluation.png 428 34 ../../../../imgs/02/Evaluation-AIFoundry/promptflow-evaluation.png 432 35 ../../../../imgs/02/Evaluation-AIFoundry/evaluation-setting1.png 440 36 ../../../../imgs/02/Evaluation-AIFoundry/evaluation-setting2.png 449 37 ../../../../imgs/02/Evaluation-AIFoundry/evaluation-setting3-1.png 458 38 ../../../../imgs/02/Evaluation-AIFoundry/evaluation-setting3-2.png 468 39 ../../../../imgs/02/Evaluation-AIFoundry/evaluation-result-gpu.png 487 40 ../../../../imgs/02/Evaluation-AIFoundry/evaluation-result-gpu-2.png 493 41 ../../../../imgs/02/Evaluation-AIFoundry/detailed-metrics-result.png 497 42 ../../../../imgs/02/Evaluation-AIFoundry/architecture.png 507
md/02.Application/01.TextAndChat/Phi3/E2E_Phi-3-FineTuning_PromptFlow_Integration_AIstudio.md	# Link Line Number 1 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/00-01-architecture.png 18 2 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/01-01-type-azml.png 43 3 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/01-02-select-new-workspace.png 49 4 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/01-03-fill-AZML.png 62 5 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/02-02-request-quota.png 85 6 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-01-type-managed-identities.png 106 7 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-02-select-create.png 110 8 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-03-fill-managed-identities-1.png 119 9 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-04-fill-contributor-role.png 139 10 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-05-type-storage-accounts.png 147 11 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-06-add-role.png 158 12 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-08-select-managed-identity.png 171 13 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-09-type-container-registries.png 179 14 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/04-01-open-project-folder.png 270 15 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/04-02-create-new-file.png 274 16 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-01-select-compute.png 386 17 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-02-create-cluster.png 396 18 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-03-create-cluster.png 407 19 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-04-select-workspace.png 417 20 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-05-type-phi-3-mini-4k.png 424 21 ../../imgs/03/FineTuning-PromptFlow-AIFoundry/06-06-select-fine-tune.png 428 22 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-07-fill-finetuning.png 437 23 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-08-output.png 447 24 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-04-select-workspace.png 465 25 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-01-register-model.png 471 26 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-02-select-job.png 475 27 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-03-select-output.png 483 28 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-04-register.png 489 29 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-05-registered-model.png 493 30 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-06-create-endpoint.png 503 31 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-07-select-registered-model.png 509 32 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-08-deployment-setting.png 521 33 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-09-check-deployment.png 537 34 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-10-set-traffic.png 544 35 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-01-create-hub.png 574 36 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-02-fill-hub.png 585 37 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-04-select-new-project.png 595 38 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-05-create-project.png 599 39 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-06-select-endpoints.png 615 40 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-07-select-endpoint-created.png 619 41 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-08-copy-endpoint-key.png 625 42 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-09-select-new-connection.png 637 43 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-10-select-custom-keys.png 641 44 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-11-add-connection.png 651 45 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-12-select-promptflow.png 665 46 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-13-select-flow-type.png 669 47 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-14-enter-name.png 673 48 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-15-select-raw-file-mode.png 710 49 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-16-paste-promptflow-code.png 775 50 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-17-select-input-output.png 782 51 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-18-graph-example.png 790 52 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/09-01-start-compute-session.png 803 53 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/09-02-validate-input.png 807 54 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/09-03-select-connection.png 811 55 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/09-04-select-chat.png 817 56 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/09-05-chat-with-promptflow.png 821
md/02.Application/01.TextAndChat/Phi3/E2E_OpenVino_Chat.md	# Link Line Number 1 ../../code/06.E2E/E2E_OpenVino_Chat_Phi3-instruct.ipynb 1
md/02.Application/01.TextAndChat/Phi3/UsingPromptFlowWithONNX.md	# Link Line Number 1 ../../../code/09.UpdateSamples/Aug/pf/onnx_inference_pf/ 33
md/02.Application/01.TextAndChat/Phi3/E2E_Phi-3-MLflow.md	# Link Line Number 1 ../../code/06.E2E/E2E_Phi-3-MLflow_TransformerPipeline.ipynb 35 2 ../../code/06.E2E/E2E_Phi-3-MLflow_CustomPythonWrapper.ipynb 36
md/03.FineTuning/LetPhi3gotoIndustriy.md	# Link Line Number 1 ../../code/04.Finetuning/Phi_3_Inference_Finetuning.ipynb 51 2 ../../code/04.Finetuning/FineTrainingScript.py 52
md/03.FineTuning/CreatingSampleData.md	# Link Line Number 1 ../../code/04.Finetuning/generate_dataset.py 126 2 ../../code/04.Finetuning/olive-ort-example/dataset/dataset-classification.json 129
md/03.FineTuning/FineTuning_AIFoundry.md	# Link Line Number 1 ../../imgs/03/AIFoundry/AIFoundryModels.png 13
md/03.FineTuning/FineTuning_MLX.md	# Link Line Number 1 ../03.Inference/MLX_Inference.md 3 2 ../../code/04.Finetuning/mlx/ 29
md/01.Introduction/03/AIPC_Inference.md	# Link Line Number 1 ../../../code/01/03.Inference/AIPC/AIPC_NPU_DEMO.ipynb 94 2 ../../code/03.Inference/AIPC/AIPC_DirectML_DEMO.ipynb 185
md/01.Introduction/03/Remote_Interence.md	# Link Line Number 1 ../../imgs/03/RemoteServer/log-finetuning-res.png 5 2 ../../imgs/03/RemoteServer/command-provision-inference.png 9
md/01.Introduction/02/06.NVIDIA.md	# Link Line Number 1 ../../code/06.E2E/E2E_Nvidia_NIM_Phi3_Vision.ipynb 26
md/01.Introduction/02/05.AITK.md	# Link Line Number 1 ../04.Fine-tuning/Finetuning_VSCodeaitoolkit.md 212
md/01.Introduction/01/01.AISafety.md	# Link Line Number 1 ../../imgs/01/01.phi3aisafety.png 49 2 ../../imgs/01/01.AIcontentsafety.png 57
md/01.Introduction/01/01.Guidance.md	# Link Line Number 1 ../../code/01.Introduce/guidance.ipynb 23 2 ../../code/01.Introduce/guidance.ipynb 39
md/01.Introduction/01/01.EnvironmentSetup.md	# Link Line Number 1 ../../code/01.Introduce/ollama.ipynb 57 2 ../../code/01.Introduce/chat.py 59

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md/03.FineTuning/FineTuning_Scenarios.md	# Link Line Number 1 https://github.com/microsoft/Phi-3CookBook/blob/main/md/04.Fine-tuning/FineTuning_AIFoundry.md 22
md/01.Introduction/01/01.Edgeandcloud.md	# Link Line Number 1 https://huggingface.co/microsoft/Phi-3-small-128k-instruct-onnx-cuda 16

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File Full Path	Issues
README.md	# Link Line Number 1 ./md/02.Application/01.TextAndChat/Phi3/E2E_Phi-3-FineTuning_PromptFlow_Integration_AIFoundry.md 82 2 ./md/02.Application/01.TextAndChat/Phi3/E2E_Phi-3-Evaluation_AIFoundry.md 83 3 /md/02.QuickStart/AzureAIFoundry_QuickStart.md 155 4 /md/02.QuickStart/GitHubModel_QuickStart.md 162 5 /md/02.QuickStart/GitHubModel_QuickStart.md 165
md/02.Application/02.Code/Phi3/CreateVSCodeChatAgentWithGitHubModels.md	# Link Line Number 1 ../../../code/09.UpdateSamples/Aug/vscode/ 377
md/02.Application/02.Code/Phi3/VSCodeExt/README.md	# Link Line Number 1 ../../../code/07.Lab/01/AIPC/ 85 2 ../../../code/07.Lab/01/Apple/ 85
md/02.Application/02.Code/Phi3/VSCodeExt/HOL/Apple/02.PromptflowWithMLX.md	# Link Line Number 1 ../../../../../code/07.Lab/01/AIPC/local-npu-agent/ 134
md/02.Application/02.Code/Phi3/VSCodeExt/HOL/AIPC/02.PromptflowWithNPU.md	# Link Line Number 1 ../../../../../code/07.Lab/01/AIPC/local-npu-agent/ 180
md/02.Application/01.TextAndChat/Phi3/E2E_Phi-3-Evaluation_AIstudio.md	# Link Line Number 1 ../../../../imgs/02/Evaluation-AIFoundry/architecture.png 13 2 ../../../../imgs/02/Evaluation-AIFoundry/safety-evaluation.png 49 3 ../../../../imgs/02/Evaluation-AIFoundry/responsibleai2.png 69 4 ../../../../imgs/02/Evaluation-AIFoundry/evaluate-based-on-safety.png 87 5 ../../../../imgs/02/Evaluation-AIFoundry/performance-evaluation.png 93 6 ../../../../imgs/02/Evaluation-AIFoundry/evaluate-based-on-performance.png 110 7 ../../../../imgs/02/Evaluation-AIFoundry/create-hub.png 147 8 ../../../../imgs/02/Evaluation-AIFoundry/fill-hub.png 158 9 ../../imgs/03/Evaluation-AIFoundry/select-new-project.png 168 10 ../../imgs/03/Evaluation-AIFoundry/create-project.png 172 11 ../../../../imgs/02/Evaluation-AIFoundry/select-endpoints.png 188 12 ../../../../imgs/02/Evaluation-AIFoundry/select-endpoint-created.png 192 13 ../../../../imgs/02/Evaluation-AIFoundry/copy-endpoint-key.png 198 14 ../../../../imgs/02/Evaluation-AIFoundry/select-new-connection.png 210 15 ../../../../imgs/02/Evaluation-AIFoundry/select-custom-keys.png 214 16 ../../../../imgs/02/Evaluation-AIFoundry/add-connection.png 224 17 ../../../../imgs/02/Evaluation-AIFoundry/select-promptflow.png 238 18 ../../../../imgs/02/Evaluation-AIFoundry/select-flow-type.png 242 19 ../../../../imgs/02/Evaluation-AIFoundry/enter-name.png 246 20 ../../../../imgs/02/Evaluation-AIFoundry/select-raw-file-mode.png 283 21 ../../../../imgs/02/Evaluation-AIFoundry/paste-promptflow-code.png 346 22 ../../../../imgs/02/Evaluation-AIFoundry/select-input-output.png 353 23 ../../../../imgs/02/Evaluation-AIFoundry/graph-example.png 361 24 ../../../../imgs/02/Evaluation-AIFoundry/start-compute-session.png 368 25 ../../imgs/03/Evaluation-AIFoundry/validate-input.png 372 26 ../../../../imgs/02/Evaluation-AIFoundry/select-connection.png 376 27 ../../../../imgs/02/Evaluation-AIFoundry/select-chat.png 382 28 ../../../../imgs/02/Evaluation-AIFoundry/chat-with-promptflow.png 386 29 ../../imgs/03/Evaluation-AIFoundry/select-project-created.png 398 30 ../../../../imgs/02/Evaluation-AIFoundry/deploy-openai-model.png 406 31 ../../../../imgs/02/Evaluation-AIFoundry/select-openai-model.png 410 32 ../../../../imgs/02/Evaluation-AIFoundry/select-project-created.png 422 33 ../../../../imgs/02/Evaluation-AIFoundry/select-evaluation.png 428 34 ../../../../imgs/02/Evaluation-AIFoundry/promptflow-evaluation.png 432 35 ../../../../imgs/02/Evaluation-AIFoundry/evaluation-setting1.png 440 36 ../../../../imgs/02/Evaluation-AIFoundry/evaluation-setting2.png 449 37 ../../../../imgs/02/Evaluation-AIFoundry/evaluation-setting3-1.png 458 38 ../../../../imgs/02/Evaluation-AIFoundry/evaluation-setting3-2.png 468 39 ../../../../imgs/02/Evaluation-AIFoundry/evaluation-result-gpu.png 487 40 ../../../../imgs/02/Evaluation-AIFoundry/evaluation-result-gpu-2.png 493 41 ../../../../imgs/02/Evaluation-AIFoundry/detailed-metrics-result.png 497 42 ../../../../imgs/02/Evaluation-AIFoundry/architecture.png 507
md/02.Application/01.TextAndChat/Phi3/E2E_Phi-3-FineTuning_PromptFlow_Integration_AIstudio.md	# Link Line Number 1 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/00-01-architecture.png 18 2 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/01-01-type-azml.png 43 3 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/01-02-select-new-workspace.png 49 4 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/01-03-fill-AZML.png 62 5 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/02-02-request-quota.png 85 6 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-01-type-managed-identities.png 106 7 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-02-select-create.png 110 8 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-03-fill-managed-identities-1.png 119 9 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-04-fill-contributor-role.png 139 10 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-05-type-storage-accounts.png 147 11 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-06-add-role.png 158 12 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-08-select-managed-identity.png 171 13 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/03-09-type-container-registries.png 179 14 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/04-01-open-project-folder.png 270 15 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/04-02-create-new-file.png 274 16 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-01-select-compute.png 386 17 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-02-create-cluster.png 396 18 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-03-create-cluster.png 407 19 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-04-select-workspace.png 417 20 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-05-type-phi-3-mini-4k.png 424 21 ../../imgs/03/FineTuning-PromptFlow-AIFoundry/06-06-select-fine-tune.png 428 22 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-07-fill-finetuning.png 437 23 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-08-output.png 447 24 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/06-04-select-workspace.png 465 25 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-01-register-model.png 471 26 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-02-select-job.png 475 27 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-03-select-output.png 483 28 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-04-register.png 489 29 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-05-registered-model.png 493 30 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-06-create-endpoint.png 503 31 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-07-select-registered-model.png 509 32 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-08-deployment-setting.png 521 33 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-09-check-deployment.png 537 34 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/07-10-set-traffic.png 544 35 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-01-create-hub.png 574 36 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-02-fill-hub.png 585 37 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-04-select-new-project.png 595 38 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-05-create-project.png 599 39 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-06-select-endpoints.png 615 40 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-07-select-endpoint-created.png 619 41 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-08-copy-endpoint-key.png 625 42 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-09-select-new-connection.png 637 43 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-10-select-custom-keys.png 641 44 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-11-add-connection.png 651 45 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-12-select-promptflow.png 665 46 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-13-select-flow-type.png 669 47 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-14-enter-name.png 673 48 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-15-select-raw-file-mode.png 710 49 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-16-paste-promptflow-code.png 775 50 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-17-select-input-output.png 782 51 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/08-18-graph-example.png 790 52 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/09-01-start-compute-session.png 803 53 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/09-02-validate-input.png 807 54 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/09-03-select-connection.png 811 55 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/09-04-select-chat.png 817 56 ../../../../imgs/02/FineTuning-PromptFlow-AIFoundry/09-05-chat-with-promptflow.png 821
md/02.Application/01.TextAndChat/Phi3/E2E_OpenVino_Chat.md	# Link Line Number 1 ../../code/06.E2E/E2E_OpenVino_Chat_Phi3-instruct.ipynb 1
md/02.Application/01.TextAndChat/Phi3/UsingPromptFlowWithONNX.md	# Link Line Number 1 ../../../code/09.UpdateSamples/Aug/pf/onnx_inference_pf/ 33
md/02.Application/01.TextAndChat/Phi3/E2E_Phi-3-MLflow.md	# Link Line Number 1 ../../code/06.E2E/E2E_Phi-3-MLflow_TransformerPipeline.ipynb 35 2 ../../code/06.E2E/E2E_Phi-3-MLflow_CustomPythonWrapper.ipynb 36
md/03.FineTuning/LetPhi3gotoIndustriy.md	# Link Line Number 1 ../../code/04.Finetuning/Phi_3_Inference_Finetuning.ipynb 51 2 ../../code/04.Finetuning/FineTrainingScript.py 52
md/03.FineTuning/CreatingSampleData.md	# Link Line Number 1 ../../code/04.Finetuning/generate_dataset.py 126 2 ../../code/04.Finetuning/olive-ort-example/dataset/dataset-classification.json 129
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md/01.Introduction/02/05.AITK.md	# Link Line Number 1 ../04.Fine-tuning/Finetuning_VSCodeaitoolkit.md 212
md/01.Introduction/01/01.AISafety.md	# Link Line Number 1 ../../imgs/01/01.phi3aisafety.png 49 2 ../../imgs/01/01.AIcontentsafety.png 57
md/01.Introduction/01/01.Guidance.md	# Link Line Number 1 ../../code/01.Introduce/guidance.ipynb 23 2 ../../code/01.Introduce/guidance.ipynb 39
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md/01.Introduction/02/06.NVIDIA.md	# Link Line Number 1 ../../code/06.E2E/E2E_Nvidia_NIM_Phi3_Vision.ipynb 26
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