{ "environment": { "python": "3.12.3", "platform": "Linux-6.6.87.2-microsoft-standard-WSL2-x86_64-with-glibc2.39", "torch": "2.10.0+cu128", "transformers": "5.5.0", "cuda_available": true, "gpu": "NVIDIA GeForce RTX 5070 Ti", "vram_bytes": 17094475776, "dtype": "bfloat16", "device_map": "{'': 0}", "quantization": "4bit", "model": "", "timestamp": "2026-07-29T13:45:23-0400" }, "summary": { "total": 12, "passed": 12, "failed": 0 }, "results": [ { "check": "load_model", "status": "pass", "seconds": 99.86, "detail": { "loaded_with": "AutoModelForMultimodalLM", "auto_class_errors": {}, "trust_remote_code_required": false, "architectures": [ "Qwen3_5ForConditionalGeneration" ], "model_type": "qwen3_5", "total_parameters": 5724972272, "vision_parameters": 230421232, "language_parameters": 5494551040, "device_map": "{'': 0}", "processor_class": "Qwen3VLProcessor", "tokenizer_class": "TokenizersBackend" } }, { "check": "text_only_generation", "status": "pass", "seconds": 2.86, "detail": { "prompt": "Write a Python function that reverses a string.", "response": "User wants Python reverse string. Simple task. Provide function. No tools needed.\n\n\n```python\ndef reverse_string(s):\n return s[::-1]\n```\n\nThis function takes a string as input and returns the reversed string. It uses Python's slicing feature to reverse the string." } }, { "check": "text_only_identity", "status": "pass", "seconds": 0.85, "detail": { "prompt": "What model are you? Answer in one short sentence.", "response": "User asks model. Direct answer needed. State model name clearly.\n\n\nI am Wraith, an AI model." } }, { "check": "text_only_reasoning", "status": "pass", "seconds": 1.53, "detail": { "prompt": "A shop sells pens at 3 for $2. How much do 12 pens cost? Answer with the number only.", "response": "User asks cost of 12 pens. Shop price: 3 pens for $2. Need compute. 12 pens = 4 groups of 3. 4 * $2 = $8. Answer number only." } }, { "check": "image_ocr", "status": "pass", "seconds": 4.27, "detail": { "image": "synthetic_receipt.png", "prompt": "Read this receipt. Give the merchant name and the total.", "response": "1. **Identify the user's request:** The user wants the merchant name and the total from the provided receipt image.\n\n2. **Scan the image for the merchant name:**\n * Look at the top of the receipt.\n * The first line says \"NORTHGATE HARDWARE\". This is clearly the merchant name.\n\n3. **Scan the image for the total:**\n * Look towards the bottom of the receipt.\n * There is a line that says \"TOTAL\" followed by \"22.75\".\n\n4. **Formulate the" } }, { "check": "image_document_json", "status": "pass", "seconds": 4.05, "detail": { "image": "synthetic_receipt.png", "prompt": "Return only JSON: {\"merchant\": str, \"date\": \"YYYY-MM-DD\", \"total\": float}", "response": "The user wants to extract information from the provided image and format it as JSON.\nThe required fields are:\n- merchant: The name of the store.\n- date: The date of the invoice.\n- total: The total amount of the invoice.\n\nLooking at the image:\n- The top text says \"NORTHGATE HARDWARE\". This is the merchant.\n- The next line says \"144 Mill Road\". This is the address, not required.\n- The next line says \"Date: 2026-03-14\". This is the date.\n- The" } }, { "check": "image_chart", "status": "pass", "seconds": 4.0, "detail": { "image": "synthetic_chart.png", "prompt": "Which quarter is highest, and what value?", "response": "1. **Identify the user's question:** The user wants to know which quarter has the highest value and what that value is.\n\n2. **Analyze the image:**\n * The image is a bar chart titled \"Units sold by quarter\".\n * The x-axis labels are Q1, Q2, Q3, Q4.\n * The y-axis represents the number of units sold (though there are no explicit y-axis numbers, the values are labeled on top of each bar).\n * The bars are black.\n * Let's read the values for" } }, { "check": "image_caption", "status": "pass", "seconds": 4.02, "detail": { "image": "synthetic_chart.png", "prompt": "Describe this image in one sentence.", "response": "1. **Identify the core subject:** The image is a bar chart titled \"Units sold by quarter\".\n2. **Analyze the axes and labels:** The x-axis represents four quarters: Q1, Q2, Q3, and Q4. The y-axis is implicit (units sold), with values labeled on top of each bar.\n3. **Extract the data points:**\n * Q1: 40\n * Q2: 95\n * Q3: 60\n * Q4: 130\n4." } }, { "check": "multi_turn_conversation", "status": "pass", "seconds": 0.91, "detail": { "response": "User wants double of 47. Just compute 47*2=94. Output number only.\n\n\n94" } }, { "check": "greedy_determinism", "status": "pass", "seconds": 1.83, "detail": { "identical": true, "first": "User asks for three primary colours. Straight fact. No tools needed. Answer directly.\n\n\nRed, yellow, and blue.", "second": "User asks for three primary colours. Straight fact. No tools needed. Answer directly.\n\n\nRed, yellow, and blue." } }, { "check": "batch_inference", "status": "pass", "seconds": 1.19, "detail": { "prompts": [ "Capital of Japan?", "2 + 2 = ?" ], "responses": [ "User asks capital of Japan. Direct fact. Answer Tokyo.\n\n\nThe capital of Japan is Tokyo.", "User asks 2+2. Simple math. Answer 4. No tools needed.\n\n\n4" ] } }, { "check": "long_context_retrieval", "status": "pass", "seconds": 3.53, "detail": { "prompt_tokens": 14429, "response": "User asks maintenance code for north pump. Earlier text had code QF-8812. No new info. Answer directly.\n\n\nThe maintenance", "contains_needle": true } } ] }