Page Index - Azure/azureml-assets GitHub Wiki

593 page(s) in this GitHub Wiki:

• Home
• Adding Test Job
• Asset naming convention
• Assets
• components action_analyzer_correlation_test
• components action_analyzer_identify_problem_traffic
• components action_analyzer_metrics_calculation
• components action_analyzer_output_actions
• components AOAI documentation
• components aoai_finetune_pipeline
• components aoai_finetuning
• components AutoML documentation
• components AutoML Image training documentation
• components automl_classification
• components automl_forecasting
• components automl_forecasting_inference
• components automl_hts_automl_training_step
• components automl_hts_data_aggregation_step
• components automl_hts_inference
• components automl_hts_inference_collect_step
• components automl_hts_inference_setup_step
• components automl_hts_prs_inference_step
• components automl_hts_training
• components automl_hts_training_collect_step
• components automl_hts_training_setup_step
• components automl_image_classification
• components automl_image_classification_multilabel
• components automl_image_instance_segmentation
• components automl_image_object_detection
• components automl_many_models_inference
• components automl_many_models_inference_collect_step
• components automl_many_models_inference_setup_step
• components automl_many_models_inference_step
• components automl_many_models_training
• components automl_many_models_training_collection_step
• components automl_many_models_training_setup_step
• components automl_many_models_training_step
• components automl_regression
• components automl_tabular_data_partitioning
• components automl_text_classification
• components automl_text_classification_multilabel
• components automl_text_ner
• components Basic documentation
• components Batch or Sequence Scoring Selector documentation
• components Batch Score documentation
• components Batch Scoring documentation
• components Batch Scoring Postprocess documentation
• components Batch Scoring Preprocess documentation
• components batch_benchmark_config_generator
• components batch_benchmark_inference
• components batch_benchmark_inference_claude
• components batch_benchmark_inference_with_inference_compute
• components batch_benchmark_score
• components batch_deploy_model
• components batch_inference_preparer
• components batch_output_formatter
• components batch_resource_manager
• components batch_score_llm
• components batch_score_oss
• components benchmark_embedding_model
• components benchmark_result_aggregator
• components Benchmarking documentation
• components chat_completion_datapreprocess
• components chat_completion_finetune
• components chat_completion_model_import
• components chat_completion_pipeline
• components compute_metrics
• components compute_performance_metrics
• components convert_model_to_mlflow
• components data_delete
• components data_drift_compute_metrics
• components data_drift_signal_monitor
• components data_quality_compute_metrics
• components data_quality_data_statistics
• components data_quality_metrics_joiner
• components data_quality_signal_monitor
• components data_upload
• components dataset_downloader
• components dataset_preprocessor
• components dataset_sampler
• components delete_endpoint
• components Demand Forecasting documentation
• components deploy_model
• components Deployment documentation
• components diffusers_text_to_image_dreambooth_pipeline
• components diffusers_text_to_image_finetune
• components diffusers_text_to_image_model_import
• components Distillation documentation
• components documentation
• components download_model
• components evaluate_model
• components export_data_database
• components Feature Store documentation
• components feature_attribution_drift_compute_metrics
• components feature_attribution_drift_signal_monitor
• components feature_importance_metrics
• components feature_retrieval
• components Finetune documentation
• components finetune_common_validation
• components finetune_submit
• components Foundational Models documentation
• components Foundational Models Finetune documentation
• components ft_nlp_common_validation
• components ft_nlp_model_converter
• components genai_mdc_preprocessor
• components genai_token_statistics_compute_metrics
• components genai_token_statistics_signal_monitor
• components generation_safety_quality_signal_monitor
• components gsq_annotation_compute_histogram
• components gsq_annotation_compute_metrics
• components gsq_input_schema_adaptor
• components hello_command
• components hello_pipeline
• components High documentation
• components image_classification_pipeline
• components image_framework_selector
• components image_instance_segmentation_pipeline
• components image_model_output_selector
• components image_object_detection_pipeline
• components import_data_database
• components import_data_file_system
• components import_model
• components inference_postprocessor
• components llm_dbcopilot_create_promptflow
• components llm_dbcopilot_deploy_endpoint
• components llm_dbcopilot_grounding
• components llm_dbcopilot_grounding_ground_samples
• components llm_ingest_dataset_to_acs_basic
• components llm_ingest_dataset_to_acs_user_id
• components llm_ingest_dataset_to_faiss_basic
• components llm_ingest_dataset_to_faiss_user_id
• components llm_ingest_db_to_acs
• components llm_ingest_db_to_faiss
• components llm_ingest_dbcopilot_acs_e2e
• components llm_ingest_dbcopilot_faiss_e2e
• components llm_rag_crack_and_chunk
• components llm_rag_crack_and_chunk_and_embed
• components llm_rag_crack_chunk_embed_index_and_register
• components llm_rag_crawl_url
• components llm_rag_create_faiss_index
• components llm_rag_create_promptflow
• components llm_rag_data_import_acs
• components llm_rag_generate_embeddings
• components llm_rag_generate_embeddings_parallel
• components llm_rag_git_clone
• components llm_rag_image_embed_index
• components llm_rag_qa_data_generation
• components llm_rag_register_mlindex_asset
• components llm_rag_register_qa_data_asset
• components llm_rag_update_acs_index
• components llm_rag_update_cosmos_mongo_vcore_index
• components llm_rag_update_milvus_index
• components llm_rag_update_pinecone_index
• components llm_rag_validate_deployments
• components Low documentation
• components Medium documentation
• components microsoft_azureml_rai_tabular_causal
• components microsoft_azureml_rai_tabular_counterfactual
• components microsoft_azureml_rai_tabular_erroranalysis
• components microsoft_azureml_rai_tabular_explanation
• components microsoft_azureml_rai_tabular_insight_constructor
• components microsoft_azureml_rai_tabular_insight_gather
• components microsoft_azureml_rai_tabular_score_card
• components mlflow_model_local_validation
• components mmdetection_image_objectdetection_instancesegmentation_finetune
• components mmdetection_image_objectdetection_instancesegmentation_model_import
• components mmdetection_image_objectdetection_instancesegmentation_pipeline
• components mmtracking_video_multi_object_tracking_finetune
• components mmtracking_video_multi_object_tracking_model_import
• components mmtracking_video_multi_object_tracking_pipeline
• components Model documentation
• components Model Evaluation documentation
• components Model Monitoring documentation
• components model_data_collector_preprocessor
• components model_evaluation_pipeline
• components model_monitor_action_analyzer
• components model_monitor_action_detector
• components model_monitor_azmon_metric_publisher
• components model_monitor_compute_histogram
• components model_monitor_compute_histogram_buckets
• components model_monitor_create_manifest
• components model_monitor_data_joiner
• components model_monitor_evaluate_metrics_threshold
• components model_monitor_feature_selector
• components model_monitor_metric_outputter
• components model_monitor_output_metrics
• components model_performance_compute_metrics
• components model_performance_signal_monitor
• components model_prediction
• components model_prediction_with_container
• components Models documentation
• components multimodal_classification_datapreprocessing
• components multimodal_classification_finetune
• components multimodal_classification_model_import
• components multimodal_classification_pipeline
• components my_sample
• components NLP Multiclass documentation
• components NLP Multilabel documentation
• components NLP NER documentation
• components nlp_multiclass_datapreprocessing
• components nlp_multilabel_datapreprocessing
• components nlp_ner_datapreprocessing
• components nlp_textclassification_multiclass
• components nlp_textclassification_multilabel
• components nlp_textclassification_ner
• components OAI documentation
• components openai_completions_finetune
• components openai_completions_finetune_pipeline
• components oss_chat_completion_finetune
• components oss_chat_completion_pipeline
• components oss_distillation_batchscoring_datagen_pipeline
• components oss_distillation_data_generation_batch_scoring_selector
• components oss_distillation_data_generation_file_selector
• components oss_distillation_data_generation_validation_file_checker
• components oss_distillation_generate_data
• components oss_distillation_generate_data_batch_postprocess
• components oss_distillation_generate_data_batch_preprocess
• components oss_distillation_pipeline
• components oss_distillation_seq_scoring_pipeline
• components oss_distillation_validate_pipeline
• components oss_text_generation_data_import
• components oss_text_generation_finetune
• components oss_text_generation_pipeline
• components prediction_drift_signal_monitor
• components Premium documentation
• components prompt_crafter
• components question_answering_datapreprocess
• components question_answering_finetune
• components question_answering_model_import
• components question_answering_pipeline
• components rai_text_insights
• components rai_vision_insights
• components register_model
• components Responsible AI documentation
• components Retrieval Augmented Generation documentation
• components Sample documentation
• components Singularity documentation
• components Standard documentation
• components summarization_datapreprocess
• components summarization_finetune
• components summarization_model_import
• components summarization_pipeline
• components text_classification_datapreprocess
• components text_classification_finetune
• components text_classification_model_import
• components text_classification_pipeline
• components text_generation_datapreprocess
• components text_generation_finetune
• components text_generation_model_import
• components text_generation_pipeline
• components text_generation_pipeline_singularity_basic_high
• components text_generation_pipeline_singularity_basic_low
• components text_generation_pipeline_singularity_basic_medium
• components text_generation_pipeline_singularity_premium_high
• components text_generation_pipeline_singularity_premium_low
• components text_generation_pipeline_singularity_premium_medium
• components text_generation_pipeline_singularity_standard_high
• components text_generation_pipeline_singularity_standard_low
• components text_generation_pipeline_singularity_standard_medium
• components token_classification_datapreprocess
• components token_classification_finetune
• components token_classification_model_import
• components token_classification_pipeline
• components token_statistics_compute_metrics
• components train_image_classification_model
• components train_instance_segmentation_model
• components train_object_detection_model
• components transformers_image_classification_finetune
• components transformers_image_classification_model_import
• components transformers_image_classification_pipeline
• components translation_datapreprocess
• components translation_finetune
• components translation_model_import
• components translation_pipeline
• components Validation File Checker documentation
• components validation_trigger_import
• components validation_trigger_model_evaluation
• data adult_census_income_binary_classification
• data animal_images
• data ask wikipedia
• data automobile_price_raw
• data chat with wikipedia
• data crm_appetency_labels_shared
• data crm_churn_labels_shared
• data crm_shared
• data crm_upselling_labels_shared
• data documentation
• data faiss index lookup
• data flight_delays
• data german_credit_card_uci
• data imdb_movie_titles
• data movie_ratings
• data pipeline documentation
• data prompt flow documentation
• data restaurant_customer
• data restaurant_feature
• data restaurant_ratings
• data weather
• data web classification
• data wikipedia_sp_500
• Environments
• environments acft hf nlp data import
• environments acft hf nlp gpu
• environments acft mmdetection image gpu
• environments acft mmtracking video gpu
• environments acft multimodal gpu
• environments acft transformers image gpu
• environments acpt automl image framework selector gpu
• environments acpt pytorch 1.13 cuda11.7
• environments acpt pytorch 2.2 cuda12.1
• environments ai ml automl
• environments ai ml automl dnn
• environments ai ml automl dnn forecasting gpu
• environments ai ml automl dnn gpu
• environments ai ml automl dnn text gpu
• environments ai ml automl dnn text gpu ptca
• environments ai ml automl dnn vision gpu
• environments ai ml automl gpu
• environments ai studio dev
• environments AI Studio documentation
• environments aoai data upload finetune
• environments AOAI documentation
• environments AssetManagement documentation
• environments automl dnn vision gpu
• environments AutoML documentation
• environments automl gpu
• environments AutoML Image training documentation
• environments Common documentation
• environments component
• environments Data Import documentation
• environments data labeling
• environments data labeling sam
• environments Demand Forecasting documentation
• environments designer
• environments designer cv
• environments designer cv transform
• environments Designer documentation
• environments designer io
• environments designer pytorch 2.3
• environments designer pytorch 2.3 train
• environments designer r
• environments designer recommender
• environments designer transform
• environments designer vowpalwabbit
• environments docker tools
• environments documentation
• environments evaluation
• environments Evaluation documentation
• environments evaluations built in
• environments foundation model inference
• environments general langchain app deployment
• environments Inference documentation
• environments Labeling documentation
• environments lightgbm 3.3
• environments llm dbcopilot embeddings
• environments llm dbcopilot mir
• environments llm rag
• environments llm rag embeddings
• environments MaaS documentation
• environments minimal app quickstart
• environments minimal py311 inference
• environments minimal py39 inference
• environments mldesigner
• environments mldesigner minimal
• environments mlflow py312 inference
• environments mlflow py39 inference
• environments model evaluation
• environments model management
• environments Models documentation
• environments Python documentation
• environments python sdk v2
• environments PyTorch documentation
• environments Responsible AI documentation
• environments responsibleai tabular
• environments responsibleai text
• environments responsibleai vision
• environments Retrieval Augmented Generation documentation
• environments Scikit learn documentation
• environments sklearn 1.0
• environments sklearn 1.1
• environments sklearn 1.5
• environments System documentation
• environments tensorflow 2.16 cuda11
• environments tensorflow 2.16 cuda12
• environments Tensorflow documentation
• environments Training documentation
• models ALLaM 2 7b instruct
• models ALLaM documentation
• models analyze conversations
• models analyze documents
• models ask wikipedia
• models AutoML documentation
• models AutoML Image Classification
• models AutoML Image Instance Segmentation
• models AutoML Image Object Detection
• models AutoML Named Entity Recognition
• models AutoML Text Classification
• models bert base cased
• models bert base uncased
• models bert large cased
• models bert large uncased
• models BiomedCLIP PubMedBERT_256 vit_base_patch16_224
• models Bleu Score Evaluator
• models bring your own data chat qna
• models bring your own data qna
• models bytetrack_yolox_x_crowdhuman_mot17 private half
• models camembert base
• models Chat Completion documentation
• models chat quality safety eval
• models chat with wikipedia
• models classification accuracy eval
• models Coherence Evaluator
• models compvis stable diffusion v1 4
• models Conversational documentation
• models count cars
• models CxrReportGen
• models databricks dolly v2 12b
• models Deci DeciCoder 1b
• models deci decidiffusion v1 0
• models Deci DeciLM 7B
• models Deci DeciLM 7B instruct
• models deepset minilm uncased squad2
• models deepset roberta base squad2
• models deformable_detr_twostage_refine_r50_16x2_50e_coco
• models detect defects
• models distilbert base cased
• models distilbert base cased distilled squad
• models distilbert base uncased
• models distilbert base uncased distilled squad
• models distilbert base uncased finetuned sst 2 english
• models distilgpt2
• models distilroberta base
• models documentation
• models ECI Evaluator
• models F1Score Evaluator
• models facebook bart large cnn
• models facebook deit base patch16 224
• models facebook dinov2 base imagenet1k 1 layer
• models Facebook DinoV2 Image Embeddings ViT Base
• models Facebook DinoV2 Image Embeddings ViT Giant
• models facebook sam vit base
• models facebook sam vit huge
• models facebook sam vit large
• models finiteautomata bertweet base sentiment analysis
• models Fluency Evaluator
• models Foundation Models documentation
• models Gleu Score Evaluator
• models google vit base patch16 224
• models gpt2
• models gpt2 large
• models gpt2 medium
• models Groundedness Evaluator
• models Groundedness Pro Evaluator
• models Hate and Unfairness Evaluator
• models how to use functions with GPT chat API
• models Indirect Attack Evaluator
• models Jean Baptiste camembert ner
• models Llama 2 13b
• models Llama 2 13b chat
• models Llama 2 70b
• models Llama 2 70b chat
• models Llama 2 7b
• models Llama 2 7b chat
• models llama documentation
• models mask_rcnn_swin t p4 w7_fpn_1x_coco
• models MedImageInsight
• models MedImageParse
• models meta documentation
• models Meteor Score Evaluator
• models microsoft beit base patch16 224 pt22k ft22k
• models microsoft deberta base
• models microsoft deberta base mnli
• models microsoft deberta large
• models microsoft deberta large mnli
• models microsoft deberta xlarge
• models microsoft llava med v1.5 mistral 7b
• models microsoft Orca 2 13b
• models microsoft Orca 2 7b
• models microsoft phi 1 5
• models microsoft phi 2
• models microsoft swinv2 base patch4 window12 192 22k
• models mistral community Mixtral 8x22B v0 1
• models mistralai Mistral 7B Instruct v0 2
• models mistralai Mistral 7B Instruct v0 3
• models mistralai Mistral 7B Instruct v01
• models mistralai Mistral 7B v01
• models mistralai Mixtral 8x22B Instruct v0 1
• models mistralai Mixtral 8x22B v0 1
• models mistralai Mixtral 8x7B Instruct v01
• models mistralai Mixtral 8x7B v01
• models MLflow Transformers documentation
• models mmd 3x deformable detr_refine_twostage_r50_16xb2 50e_coco
• models mmd 3x mask rcnn_swin t p4 w7_fpn_1x_coco
• models mmd 3x rtmdet ins_x_8xb16 300e_coco
• models mmd 3x sparse rcnn_r101_fpn_300 proposals_crop ms 480 800 3x_coco
• models mmd 3x sparse rcnn_r50_fpn_300 proposals_crop ms 480 800 3x_coco
• models mmd 3x vfnet_r50 mdconv c3 c5_fpn_ms 2x_coco
• models mmd 3x vfnet_x101 64x4d mdconv c3 c5_fpn_ms 2x_coco
• models mmd 3x yolof_r50_c5_8x8_1x_coco
• models mmeft
• models Models documentation
• models multi index rerank qna
• models ocsort_yolox_x_crowdhuman_mot17 private half
• models OpenAI CLIP Image Text Embeddings vit base patch32
• models OpenAI CLIP Image Text Embeddings ViT Large Patch14 336
• models openai clip vit base patch32
• models openai clip vit large patch14
• models openai whisper large
• models openai whisper large v3
• models OpenMMLab documentation
• models Phi 3 medium 128k instruct
• models Phi 3 medium 4k instruct
• models Phi 3 mini 128k instruct
• models Phi 3 mini 4k instruct
• models Phi 3 small 128k instruct
• models Phi 3 small 8k instruct
• models Phi 3 vision 128k instruct
• models Phi 3.5 mini instruct
• models Phi 3.5 MoE instruct
• models Phi 3.5 vision instruct
• models Phi documentation
• models playground ayod rag
• models Prism
• models projecte aina aguila 7b
• models projecte aina FLOR 1 3B
• models projecte aina FLOR 1 3B Instructed
• models projecte aina FLOR 6 3B
• models projecte aina FLOR 6 3B Instructed
• models prompt flow documentation
• models prompt flow evaluator documentation
• models Protected Material Evaluator
• models Prov GigaPath
• models qna ada similarity eval
• models qna coherence eval
• models qna f1 score eval
• models qna fluency eval
• models qna gpt similarity eval
• models qna groundedness eval
• models qna non rag metrics eval
• models qna quality safety eval
• models qna rag metrics eval
• models qna relevance eval
• models qna with your own data using faiss index
• models rai eval ui dag flow
• models rai qna quality safety eval
• models Relevance Evaluator
• models rerank qna
• models Retrieval Evaluator
• models roberta base
• models roberta base openai detector
• models roberta large
• models roberta large mnli
• models roberta large openai detector
• models Rouge Score Evaluator
• models runwayml stable diffusion inpainting
• models runwayml stable diffusion v1 5
• models Salesforce BLIP 2 opt 2 7b image to text
• models Salesforce BLIP 2 opt 2 7b vqa
• models Salesforce BLIP image captioning base
• models Salesforce BLIP vqa base
• models Self Harm Related Content Evaluator
• models Sexual Content Evaluator
• models Similarity Evaluator
• models snowflake arctic base
• models snowflake arctic instruct
• models Snowflake documentation
• models sparse_rcnn_r101_fpn_300_proposals_crop_mstrain_480 800_3x_coco
• models sparse_rcnn_r50_fpn_300_proposals_crop_mstrain_480 800_3x_coco
• models sshleifer distilbart cnn 12 6
• models stabilityai stable diffusion 2 1
• models stabilityai stable diffusion 2 inpainting
• models stabilityai stable diffusion xl base 1 0
• models stabilityai stable diffusion xl refiner 1 0
• models t5 base
• models t5 large
• models t5 small
• models template chat flow
• models template eval flow
• models template standard flow
• models Text Generation documentation
• models tiiuae falcon 40b
• models tiiuae falcon 40b instruct
• models tiiuae falcon 7b
• models tiiuae falcon 7b instruct
• models vfnet_r50_fpn_mdconv_c3 c5_mstrain_2x_coco
• models vfnet_x101_64x4d_fpn_mdconv_c3 c5_mstrain_2x_coco
• models Violent Content Evaluator
• models Virchow
• models Virchow2
• models web classification
• models yolof_r50_c5_8x8_1x_coco
• reference documentation
• Registry Storage Accounts