add aitk scripts; move recipes

.aitk/configs/checks.json

@@ -0,0 +1,11 @@
+{
+    "configCheck": 58,
+    "extensionCheck": 1,
+    "gitignoreCheck": 14,
+    "inferenceModelCheck": 6,
+    "ipynbCheck": 33,
+    "modelProjectCheck": 15,
+    "oliveCheck": 0,
+    "oliveJsonCheck": 58,
+    "pathCheck": 652
+}

.aitk/configs/gitignore.md

@@ -0,0 +1,5 @@
+__pycache__
+/cache
+/history/*/*
+!/history/*/history.config
+!/history/*/olive_config.json

.aitk/configs/model_list.json

@@ -0,0 +1,305 @@
+{
+    "models": [
+        {
+            "displayName": "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B",
+            "icon": "DeepSeek",
+            "modelLink": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B",
+            "id": "huggingface/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B",
+            "runtimes": [
+                "QNN",
+                "AMDNPU",
+                "DML",
+                "IntelCPU",
+                "IntelGPU",
+                "IntelNPU"
+            ],
+            "architecture": "Transformer",
+            "status": "Ready",
+            "version": 1,
+            "relativePath": "deepseek-ai-DeepSeek-R1-Distill-Qwen-1.5B\\aitk"
+        },
+        {
+            "displayName": "google-bert/bert-base-multilingual-cased",
+            "icon": "gemini",
+            "modelLink": "https://huggingface.co/google-bert/bert-base-multilingual-cased",
+            "id": "huggingface/google-bert/bert-base-multilingual-cased",
+            "runtimes": [
+                "QNN",
+                "AMDNPU",
+                "NvidiaTRTRTX",
+                "DML",
+                "IntelCPU",
+                "IntelGPU",
+                "IntelNPU"
+            ],
+            "architecture": "Transformer",
+            "status": "Ready",
+            "version": 1,
+            "relativePath": "google-bert-bert-base-multilingual-cased\\aitk"
+        },
+        {
+            "displayName": "google/vit-base-patch16-224",
+            "icon": "gemini",
+            "modelLink": "https://huggingface.co/google/vit-base-patch16-224",
+            "id": "huggingface/google/vit-base-patch16-224",
+            "runtimes": [
+                "QNN",
+                "AMDNPU",
+                "NvidiaTRTRTX",
+                "DML",
+                "IntelCPU",
+                "IntelGPU",
+                "IntelNPU"
+            ],
+            "architecture": "Transformer",
+            "status": "Ready",
+            "version": 1,
+            "relativePath": "google-vit-base-patch16-224\\aitk"
+        },
+        {
+            "displayName": "Intel/bert-base-uncased-mrpc",
+            "icon": "intel",
+            "modelLink": "https://huggingface.co/Intel/bert-base-uncased-mrpc",
+            "id": "huggingface/Intel/bert-base-uncased-mrpc",
+            "runtimes": [
+                "QNN",
+                "AMDNPU",
+                "NvidiaTRTRTX",
+                "DML",
+                "IntelCPU",
+                "IntelGPU",
+                "IntelNPU"
+            ],
+            "architecture": "Transformer",
+            "status": "Ready",
+            "version": 1,
+            "relativePath": "intel-bert-base-uncased-mrpc\\aitk"
+        },
+        {
+            "displayName": "laion/CLIP-ViT-B-32-laion2B-s34B-b79K",
+            "icon": "laion",
+            "modelLink": "https://huggingface.co/laion/CLIP-ViT-B-32-laion2B-s34B-b79K",
+            "id": "huggingface/laion/CLIP-ViT-B-32-laion2B-s34B-b79K",
+            "runtimes": [
+                "QNN",
+                "AMDNPU",
+                "NvidiaTRTRTX",
+                "DML",
+                "IntelCPU",
+                "IntelGPU",
+                "IntelNPU"
+            ],
+            "architecture": "Transformer",
+            "status": "Ready",
+            "version": 1,
+            "relativePath": "laion-CLIP-ViT-B-32-laion2B-s34B-b79K\\aitk"
+        },
+        {
+            "displayName": "meta-llama/Llama-3.2-1B-Instruct",
+            "icon": "meta",
+            "modelLink": "https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct",
+            "id": "huggingface/meta-llama/Llama-3.2-1B-Instruct",
+            "runtimes": [
+                "QNN",
+                "AMDNPU",
+                "DML",
+                "IntelCPU",
+                "IntelGPU",
+                "IntelNPU"
+            ],
+            "architecture": "Transformer",
+            "status": "Ready",
+            "version": 1,
+            "relativePath": "meta-llama-Llama-3.2-1B-Instruct\\aitk"
+        },
+        {
+            "displayName": "microsoft/Phi-3.5-mini-instruct",
+            "icon": "ms",
+            "modelLink": "https://huggingface.co/microsoft/Phi-3.5-mini-instruct",
+            "id": "huggingface/microsoft/Phi-3.5-mini-instruct",
+            "runtimes": [
+                "QNN",
+                "AMDNPU",
+                "DML",
+                "IntelCPU",
+                "IntelGPU",
+                "IntelNPU"
+            ],
+            "architecture": "Transformer",
+            "status": "Ready",
+            "version": 1,
+            "relativePath": "microsoft-Phi-3.5-mini-instruct\\aitk"
+        },
+        {
+            "displayName": "microsoft/Phi-4-mini-reasoning",
+            "icon": "ms",
+            "modelLink": "https://huggingface.co/microsoft/Phi-4-mini-reasoning",
+            "id": "huggingface/microsoft/Phi-4-mini-reasoning",
+            "runtimes": [
+                "IntelCPU",
+                "IntelGPU",
+                "IntelNPU"
+            ],
+            "architecture": "Transformer",
+            "status": "Ready",
+            "version": 1,
+            "relativePath": "microsoft-Phi-4-mini-reasoning\\aitk"
+        },
+        {
+            "displayName": "Microsoft/ResNet-50",
+            "icon": "ms",
+            "modelLink": "https://huggingface.co/microsoft/resnet-50",
+            "id": "huggingface/microsoft/resnet-50",
+            "runtimes": [
+                "QNN",
+                "AMDNPU",
+                "NvidiaTRTRTX",
+                "DML",
+                "IntelCPU",
+                "IntelGPU",
+                "IntelNPU"
+            ],
+            "architecture": "CNN",
+            "status": "Ready",
+            "version": 1,
+            "relativePath": "microsoft-resnet-50\\aitk"
+        },
+        {
+            "displayName": "mistralai/Mistral-7B-Instruct-v0.3",
+            "icon": "mistralai",
+            "modelLink": "https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3",
+            "id": "huggingface/mistralai/Mistral-7B-Instruct-v0.3",
+            "runtimes": [
+                "IntelGPU"
+            ],
+            "architecture": "Transformer",
+            "status": "Ready",
+            "version": 1,
+            "relativePath": "mistralai-Mistral-7B-Instruct-v0.3\\aitk"
+        },
+        {
+            "displayName": "openai/clip-vit-base-patch16",
+            "icon": "OpenAI",
+            "modelLink": "https://huggingface.co/openai/clip-vit-base-patch16",
+            "id": "huggingface/openai/clip-vit-base-patch16",
+            "runtimes": [
+                "QNN",
+                "AMDNPU",
+                "NvidiaTRTRTX",
+                "DML",
+                "IntelCPU",
+                "IntelGPU",
+                "IntelNPU"
+            ],
+            "architecture": "Transformer",
+            "status": "Ready",
+            "version": 1,
+            "relativePath": "openai-clip-vit-base-patch16\\aitk"
+        },
+        {
+            "displayName": "openai/clip-vit-base-patch32",
+            "icon": "OpenAI",
+            "modelLink": "https://huggingface.co/openai/clip-vit-base-patch32",
+            "id": "huggingface/openai/clip-vit-base-patch32",
+            "runtimes": [
+                "QNN",
+                "AMDNPU",
+                "NvidiaTRTRTX",
+                "DML",
+                "IntelCPU",
+                "IntelGPU",
+                "IntelNPU"
+            ],
+            "architecture": "Transformer",
+            "status": "Ready",
+            "version": 1,
+            "relativePath": "openai-clip-vit-base-patch32\\aitk"
+        },
+        {
+            "displayName": "Qwen/Qwen2.5-1.5B-Instruct",
+            "icon": "qwen",
+            "modelLink": "https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct",
+            "id": "huggingface/Qwen/Qwen2.5-1.5B-Instruct",
+            "runtimes": [
+                "QNN",
+                "AMDNPU",
+                "DML",
+                "IntelCPU",
+                "IntelGPU",
+                "IntelNPU"
+            ],
+            "architecture": "Transformer",
+            "status": "Ready",
+            "version": 1,
+            "relativePath": "Qwen-Qwen2.5-1.5B-Instruct\\aitk"
+        }
+    ],
+    "template_models": [
+        {
+            "displayName": "Model Project Template",
+            "discription": "Customize this to create your own model project",
+            "icon": "HuggingFace",
+            "modelLink": "https://huggingface.co/",
+            "id": "huggingface/empty",
+            "runtimes": [
+                "CPU"
+            ],
+            "architecture": "Others",
+            "status": "Ready",
+            "version": 1,
+            "relativePath": ".aitk\\non_model_projects\\templates\\empty"
+        },
+        {
+            "displayName": "LLM Evaluator Template",
+            "icon": "HuggingFace",
+            "modelLink": "https://huggingface.co/",
+            "id": "extension/llm_evaluator",
+            "runtimes": [
+                "CPU"
+            ],
+            "architecture": "Others",
+            "status": "Hide",
+            "version": 1,
+            "extension": true,
+            "relativePath": ".aitk\\non_model_projects\\extensions\\llm_evaluator"
+        }
+    ],
+    "HFDatasets": {
+        "imagenet-1k": "https://huggingface.co/datasets/ILSVRC/imagenet-1k",
+        "wikitext": "https://huggingface.co/datasets/Salesforce/wikitext",
+        "wikitext2": "https://huggingface.co/datasets/mindchain/wikitext2",
+        "facebook/xnli": "https://huggingface.co/datasets/facebook/xnli",
+        "glue": "https://huggingface.co/datasets/nyu-mll/glue",
+        "nlphuji/flickr30k": "https://huggingface.co/datasets/nlphuji/flickr30k",
+        "timm/mini-imagenet": "https://huggingface.co/datasets/timm/mini-imagenet",
+        "wikipedia": "https://huggingface.co/datasets/wikimedia/wikipedia",
+        "google-research-datasets/conceptual_captions": "https://huggingface.co/datasets/google-research-datasets/conceptual_captions"
+    },
+    "LoginRequiredDatasets": [
+        "imagenet-1k"
+    ],
+    "LoginRequiredModelIds": [
+        "huggingface/meta-llama/Llama-3.2-1B-Instruct",
+        "huggingface/mistralai/Mistral-7B-Instruct-v0.3"
+    ],
+    "DatasetSplit": {
+        "nlphuji/flickr30k": [
+            "test"
+        ],
+        "imagenet-1k": [
+            "train",
+            "validation",
+            "test"
+        ],
+        "timm/mini-imagenet": [
+            "train",
+            "validation",
+            "test"
+        ]
+    },
+    "DatasetSubset": {
+        "nlphuji/flickr30k": [],
+        "imagenet-1k": [],
+        "timm/mini-imagenet": []
+    }
+}