mlx-model-report-20260225_213224.jsonl

{"_meta":true,"afm_version":"v0.9.5-0cfba17","test_command":"mlx-model-test.sh --prompts Scripts/test-vlm-media.txt","afm_binary":"/opt/homebrew/bin/afm","timestamp":"2026-02-26T02:30:02Z"}
{"model": "mlx-community/Qwen3.5-35B-A3B-4bit @ image-describe", "label": "image-describe", "prompt": "Describe this image in detail.", "status": "OK", "load_time_s": 2.0, "gen_time_s": 25.32, "prompt_tokens": 1053, "completion_tokens": 904, "total_tokens": 1957, "tokens_per_sec": 35.7, "tokens_per_sec_note": "calculated", "temperature": 0.7, "max_tokens": 2048, "system_prompt": "", "afm_args": "--raw --vlm", "content_preview": "<think>The user wants a detailed description of the provided image.  1.  **Subject Identification:** The main subject is a husky puppy. It's small, fluffy, with black and white fur. It's walking towards the camera. 2.  **Setting/Background:** It's a beach scene. There's sand in the foreground and mi", "content": "<think>The user wants a detailed description of the provided image.\n\n1.  **Subject Identification:** The main subject is a husky puppy. It's small, fluffy, with black and white fur. It's walking towards the camera.\n2.  **Setting/Background:** It's a beach scene. There's sand in the foreground and mid-ground. The ocean is to the left, with small waves. The sky is visible in the upper left, showing a sunset or sunrise (golden hour lighting).\n3.  **Lighting/Atmosphere:** The lighting is warm and golden, indicating late afternoon or early evening (golden hour). Long shadows are cast by the puppy. The overall mood is peaceful and warm.\n4.  **Composition:** The puppy is slightly off-center, moving from the mid-ground towards the foreground. The horizon line is in the upper third. The perspective is low, at the dog's eye level.\n5.  **Details:**\n    *   **Puppy:** Pointy ears, blue/grey eyes (hard to see perfectly but looks like husky eyes), white paws, black nose, tail curled slightly up. It looks curious.\n    *   **Sand:** Wet near the water, drier further back. Footprints are visible.\n    *   **Ocean:** Gentle waves, white foam.\n    *   **Distance:** In the far distance, there are trees or a shoreline on the right side.\n\n**Drafting the description:**\n*   Start with the main subject: A husky puppy walking on a beach.\n*   Describe the puppy's appearance: Black and white coat, perked ears, focused gaze.\n*   Describe the action: Walking towards the viewer, one paw raised mid-step.\n*   Describe the environment: Golden sand, ocean waves on the left.\n*   Describe the lighting: Sunset/sunrise, casting long shadows to the right.\n*   Add background details: Distant trees/houses on the right horizon.\n\n**Refining the description:**\n*   \"A low-angle, eye-level shot captures a fluffy husky puppy walking towards the camera on a sandy beach.\"\n*   Focus on the lighting: \"The scene is bathed in the warm, golden light of a setting sun...\"\n*   Describe the puppy's features: \"distinctive black and white markings,\" \"pointed ears,\" \"curled tail.\"\n*   Describe the beach: \"Dark, wet sand near the water,\" \"dry sand in the foreground,\" \"footprints scattered around.\"\n*   Describe the background: \"Ocean waves rolling in,\" \"clear sky fading from blue to orange.\"\n\n**Final Polish:** Combine these points into a coherent paragraph structure.\n</think>\n\nThis image captures a serene and heartwarming scene of a young Siberian Husky puppy walking along a beach during the \"golden hour,\" likely just before sunset.\n\n**The Puppy:**\nThe central focus is a small, fluffy husky puppy. It has classic husky markings with a mix of black, grey, and white fur. Its ears are perked up, and it has a focused, curious expression as it looks directly at the camera. Its tail is curled slightly upward behind it. The puppy is captured mid-stride, with its front left paw lifted as if taking a step forward. Its fur is illuminated by the low sunlight, creating a soft glow around its head and back.\n\n**The Setting:**\nThe puppy is walking on dark, wet sand that reflects the warm light of the sun. To the left, the ocean stretches out to the horizon, with small, gentle waves breaking and creating white foam. The water glimmers with the golden reflection of the sun.\n\n**Lighting and Atmosphere:**\nThe lighting is dramatic and warm. The sun is low on the horizon to the left, casting long, dark shadows to the right of the puppy. This lighting highlights the texture of the puppy's fur and the ripples in the sand. The sky transitions from a bright, hazy yellow near the horizon to a soft blue at the top. In the far distance on the right, a dark silhouette of trees and perhaps a building can be seen, grounding the vastness of the beach.\n\nOverall, the image conveys a sense of playfulness and tranquility, emphasizing the smallness of the dog against the expansive beach.", "reasoning_content": "", "finish_reason": "stop", "logprobs_count": 0, "system_fingerprint": "afm_mlx__mlx-community__Qwen3.5-35B-A3B-4bit", "media": ["media/image.png"]}
{"model": "mlx-community/Qwen3.5-35B-A3B-4bit @ image-question", "label": "image-question", "prompt": "What animal is in this image? Answer in one word.", "status": "OK", "load_time_s": 1.0, "gen_time_s": 16.06, "prompt_tokens": 1059, "completion_tokens": 512, "total_tokens": 1571, "tokens_per_sec": 31.88, "tokens_per_sec_note": "calculated", "temperature": 0.7, "max_tokens": 512, "system_prompt": "", "afm_args": "--raw --vlm", "content_preview": "<think>The user wants to identify the animal in the image.  1.  **Analyze the image:** I see a four-legged animal on a beach. 2.  **Identify key features:** It has fur, pointed ears, a snout, a tail, and paws. It looks like a young dog. 3.  **Specific breed characteristics:** The coloring (black and", "content": "<think>The user wants to identify the animal in the image.\n\n1.  **Analyze the image:** I see a four-legged animal on a beach.\n2.  **Identify key features:** It has fur, pointed ears, a snout, a tail, and paws. It looks like a young dog.\n3.  **Specific breed characteristics:** The coloring (black and white/grey) and the markings around the eyes suggest a Siberian Husky or Alaskan Malamute. Since it's small, it's a puppy.\n4.  **Formulate the answer:** The user requested a one-word answer. \"Dog\" or \"puppy\" or \"husky\" would work. \"Dog\" is the most general and correct animal classification. \"Husky\" is more specific. \"Puppy\" describes the age. Let's go with the most direct animal name.\n\n*   Animal: Dog / Husky / Puppy.\n5.  **Final Selection:** \"Dog\" is the safest one-word answer for \"animal\", though \"husky\" is more descriptive. I will provide \"dog\". Or perhaps \"puppy\" to capture the youthfulness. Let's look at the prompt again: \"What animal is in this image?\" The most accurate single word is \"dog\". \"Husky\" is a breed.\n\nLet's stick to the broad category or the specific breed.\n*   Option 1: Dog\n*   Option 2: Husky\n*   Option 3: Puppy\n\n\"Dog\" is the correct animal. \"Husky\" is a breed of dog. \"Puppy\" is a life stage.\nI will provide \"dog\". Or maybe \"husky\" is better because it's distinct.\nActually, looking closely, it's definitely a husky puppy.\nLet's provide \"dog\" as it is the animal type. Or \"husky\" as it is very specific.\nLet's go with \"dog\" as it is the fundamental animal. Or \"puppy\" as it is clearly young.\nLet's try to be precise but simple. \"Husky\" is a good specific answer. \"Dog\" is the animal.\nThe prompt asks \"What animal\".\nAnswer: Dog.\n\nWait, looking at the image again, it is very clearly a husky puppy.\nI will answer \"dog\" or \"puppy\". Let's go with \"dog\". No, \"", "reasoning_content": "", "finish_reason": "stop", "logprobs_count": 0, "system_fingerprint": "afm_mlx__mlx-community__Qwen3.5-35B-A3B-4bit", "media": ["media/image.png"]}
{"model": "mlx-community/Qwen3.5-35B-A3B-4bit @ image-system-prompt", "label": "image-system-prompt", "prompt": "Describe the animal in this image. What breed might it be?", "status": "OK", "load_time_s": 1.0, "gen_time_s": 49.42, "prompt_tokens": 1066, "completion_tokens": 1932, "total_tokens": 2998, "tokens_per_sec": 39.1, "tokens_per_sec_note": "calculated", "temperature": 0.7, "max_tokens": 2048, "system_prompt": "You are a veterinarian. Describe animals using proper breed terminology.", "afm_args": "--raw --vlm", "content_preview": "<think>The user wants me to describe the animal in the image using veterinary breed terminology.  1.  **Identify the animal:** It's a dog. Specifically, a puppy. 2.  **Analyze physical characteristics:**     *   **Size/Build:** Small, compact, but looks sturdy. It's clearly a young dog due to the pr", "content": "<think>The user wants me to describe the animal in the image using veterinary breed terminology.\n\n1.  **Identify the animal:** It's a dog. Specifically, a puppy.\n2.  **Analyze physical characteristics:**\n    *   **Size/Build:** Small, compact, but looks sturdy. It's clearly a young dog due to the proportions (large paws relative to legs, slightly boxy muzzle, playful stance).\n    *   **Coat:** Double coat appearance (though soft in a puppy). Thick fur.\n    *   **Coloring:** Black and white markings. This is a classic \"black and white\" or \"agouti\" pattern often seen in spitz breeds, though here it's distinctly black saddle/mask over white. Wait, looking closer at the lighting, it might be grey/silver and white, or dark brown/black. Let's stick with \"black and white\" or \"grey and white\" as the primary descriptor, noting the \"saddle\" pattern.\n    *   **Head/Face:**\n        *   **Ears:** Pricked ears, triangular, set high. This is a key trait of Spitz breeds.\n        *   **Muzzle:** Medium length, tapering to a nose.\n        *   **Eyes:** Dark, almond-shaped (typical of Northern breeds).\n        *   **Tail:** Plumed, carried up over the back (though slightly lower here due to movement).\n    *   **Legs/Paws:** Dewclaws are visible (though hard to confirm definitively without a close-up, the white coloring suggests it). The paws are large, typical for a growing pup.\n    *   **Gait:** Moving with purpose, low to the ground but active.\n\n3.  **Determine Breed:**\n    *   The combination of pricked ears, thick double coat, distinctive facial mask (white blaze, dark eyes), and curled tail points strongly to a Northern breed.\n    *   **Candidate 1: Siberian Husky.** Very likely. The facial mask, ear shape, and coat color match perfectly.\n    *   **Candidate 2: Alaskan Malamute.** Possible, but Malamutes usually have more substantial bone structure even as pups, and often have blue eyes (though not always). This looks a bit lighter/bouncier, more like a Husky.\n    *   **Candidate 3: Samoyed.** No, the coloring is wrong. Samoyeds are white.\n    *   **Candidate 4: Alaskan Klee Kai.** Possible, but the muzzle looks a bit too substantial for a Klee Kai puppy, and the ears are a bit large for a Klee Kai.\n    *   **Conclusion:** It is almost certainly a Siberian Husky puppy.\n\n4.  **Draft the description (incorporating veterinary terminology):**\n    *   *Species:* Canis lupus familiaris.\n    *   **Breed:** Siberian Husky.\n    *   **Physical features:**\n        *   **Cranial:** Triangular ears, erect.\n        *   **Muzzle:** Moderate length, distinct stop.\n        *   **Coat:** Double coat (guard hairs and undercoat), black and white piebald or piebald-like markings.\n        *   **Tail:** Plumed, curled over the back (though currently held mid-level).\n    *   **Context:** Walking on sand (beach environment).\n\n5.  **Refine the language:**\n    *   Instead of \"ears,\" use \"erect ears.\"\n    *   Instead of \"fur,\" use \"coat\" or \"pelage.\"\n    *   Instead of \"black and white,\" use \"bicolor\" or \"piebald\" (though standard Husky markings are often just black and white).\n    *   *Self-Correction:* The prompt asks for \"proper breed terminology.\" So I need to sound professional but accessible.\n\n    *   *Drafting the response:*\n        *   Start with the identification: This is a puppy of the Siberian Husky breed.\n        *   *Cranial features:* \"Triangular, erect ears\" and \"almond-shaped eyes.\"\n        *   *Coat:* \"Double coat\" is essential terminology. Mention the \"saddle\" pattern (dark back, white legs/chest).\n        *   *Conformation:* \"Medium-sized\" (for a puppy), \"balanced proportions.\"\n        *   *Specifics:* \"White blaze\" on the face.\n\n6.  **Final Polish:** Structure the answer clearly.\n    *   **Identification:** Siberian Husky puppy.\n    *   **Detailed Description:**\n        *   **Head:** Triangular head, erect triangular ears.\n        *   **Face:** Distinctive facial mask (dark pigmentation around eyes/ears).\n        *   **Body:** Medium build, straight forelegs.\n        *   **Tail:** Plumed tail.\n    *   **Conclusion:** It's a classic Siberian Husky puppy.\n\n7.  **Final Review against constraints:** \"Describe animals using proper breed terminology.\"\n    *   Did I use terms like \"erect ears,\" \"double coat,\" \"plumed tail,\" \"stop\"? Yes.\n    *   Did I answer the breed question? Yes.\n\n    *(Self-Correction during drafting)*: The lighting makes the coat look a bit brownish/orange. I should mention that the lighting (golden hour) might be affecting the color perception, but the underlying pattern is classic Husky. The white legs and chest are distinct.\n\n    *   *Revised Plan:*\n        *   State the breed clearly.\n        *   Break down the physical traits using breed standards (AKC/FCI style terms).\n        *   Mention the \"puppy\" stage (pre-pubertal, juvenile).\n\n    *   *Specific Terminology to include:*\n        *   \"Erect ears\"\n        *   \"Double coat\"\n        *   \"Muzzle\"\n        *   \"Stop\" (the depression between eyes/snout)\n        *   \"Piebald\" or \"black and white markings\" (though \"black and white\" is the standard breed color description).\n        *   \"Gait\" (walking).\n\n    Let's write it out.\n\n    \"Based on the visual evidence, this is a **Siberian Husky** puppy.\"\n    *   **Cranial Features:** The dog exhibits the classic cranial structure of a Spitz-type breed. It has **triangular, erect ears** set wide apart. The **muzzle** is of medium length, tapering to a black nose. There is a distinct **facial mask**\u2014a marking where the dark pigment extends over the eyes and ears, leaving the muzzle and forehead white.\n    *   **Body/Conformation:** The body is compact with a straight topline. The legs are straight with good angulation. The paws are large, indicating future growth.\n    *   **Tail:** The tail is carried in a sickle shape or curved upward, which is characteristic of the breed when active. The tail is **plumed** (hairy).\n    *   **Color:** The coat is bicolor (black and white). The white markings on the legs (socks) and chest are typical.\n\n    This looks solid. I will present this clearly.\n</think>\n\nBased on the visual evidence and standard breed conformation standards, this animal is a **Siberian Husky** puppy.\n\nHere is a breakdown of the physical characteristics visible in the image, using proper breed terminology:\n\n*   **Cranial Structure:** The puppy displays the classic Spitz-type head shape. It features **triangular, erect ears** that are set high on the skull. The head tapers to a distinct **stop** (the depression between the eyes and the muzzle).\n*   **Face:** It has a characteristic \"facial mask\"\u2014a dark pigmentation surrounding the eyes and ears that contrasts with the white blaze running up the center of the forehead. The eyes appear dark and almond-shaped, which is typical for solid-colored Huskies (though blue eyes are also common in the breed).\n*   **Coat:** It possesses a **double coat**, consisting of a soft, dense undercoat and a straighter, smoother outer coat. The coloring is a classic **black and white** pattern. We can see the white \"socks\" on the legs and the white blaze on the face.\n*   **Conformation:** The puppy has a sturdy, compact build. It has straight forelegs and a deep chest, which are indicators of good breeding for a working dog.\n*   **Tail:** Although viewed from the rear/side, the tail appears to be **plumed** (covered in long hair) and is being held up, which is characteristic of the breed's alertness.\n\nWhile the lighting (sunset) gives the black fur a brownish tint, the structural conformation\u2014specifically the ear set and the facial markings\u2014strongly indicates a Siberian Husky.", "reasoning_content": "", "finish_reason": "stop", "logprobs_count": 0, "system_fingerprint": "afm_mlx__mlx-community__Qwen3.5-35B-A3B-4bit", "media": ["media/image.png"]}
{"model": "mlx-community/Qwen3.5-35B-A3B-4bit @ image-greedy", "label": "image-greedy", "prompt": "What is in this image? Reply in one sentence.", "status": "OK", "load_time_s": 1.0, "gen_time_s": 16.12, "prompt_tokens": 1058, "completion_tokens": 512, "total_tokens": 1570, "tokens_per_sec": 31.76, "tokens_per_sec_note": "calculated", "temperature": 0.0, "max_tokens": 512, "system_prompt": "", "afm_args": "--raw --vlm", "content_preview": "<think>Thinking Process:  1.  **Analyze the Request:**     *   Input: An image of a dog on a beach.     *   Task: Describe what is in the image.     *   Constraint: Reply in one sentence.  2.  **Analyze the Image:**     *   **Subject:** A puppy, looks like a Siberian Husky or Alaskan Malamute (black", "content": "<think>Thinking Process:\n\n1.  **Analyze the Request:**\n    *   Input: An image of a dog on a beach.\n    *   Task: Describe what is in the image.\n    *   Constraint: Reply in one sentence.\n\n2.  **Analyze the Image:**\n    *   **Subject:** A puppy, looks like a Siberian Husky or Alaskan Malamute (black and white fur, pointed ears, fluffy tail).\n    *   **Action:** Walking or trotting towards the camera.\n    *   **Setting:** A sandy beach.\n    *   **Lighting/Time:** Sunset or sunrise (golden hour), warm light, long shadows.\n    *   **Background:** Ocean waves, horizon, distant land/trees.\n    *   **Mood:** Peaceful, warm, playful.\n\n3.  **Drafting Descriptions:**\n    *   *Draft 1:* A black and white husky puppy is walking on the sand at sunset.\n    *   *Draft 2:* A fluffy husky puppy walks along the shoreline during a golden sunset.\n    *   *Draft 3:* This image shows a young husky dog walking on a beach with the ocean in the background during sunset.\n    *   *Draft 4:* A cute husky puppy trots across the wet sand towards the viewer with the ocean and sunset in the background.\n\n4.  **Selecting the Best Option:**\n    *   Draft 2 is concise and captures the key elements (subject, action, setting, lighting).\n    *   Draft 4 is also good but slightly longer.\n    *   Let's refine for clarity and flow. \"A fluffy black and white husky puppy walks along a sandy beach during a golden sunset.\"\n\n5.  **Final Polish (checking constraints):**\n    *   One sentence? Yes.\n    *   Accurate? Yes.\n\n6.  **Final Output Generation:** (Selecting a variation of Draft 2/4)\n    \"A fluffy black and white husky puppy walks along the wet sand of a beach during a golden sunset.\"\n\n    *Self-Correction:* Keep it simple and direct.\n    \"A black and white husky puppy walks towards the camera on a sandy beach during sunset.\"\n\n    *Refining:* \"A black and white husky puppy trots along the shoreline of a beach during a golden sunset.\"\n\n    *", "reasoning_content": "", "finish_reason": "stop", "logprobs_count": 0, "system_fingerprint": "afm_mlx__mlx-community__Qwen3.5-35B-A3B-4bit", "media": ["media/image.png"]}
{"model": "mlx-community/Qwen3.5-35B-A3B-4bit @ image-guided-json", "label": "image-guided-json", "prompt": "Analyze this image and return a JSON object with the following fields: \"subject\" (what is the main subject), \"colors\" (array of dominant colors), \"setting\" (indoor/outdoor), \"mood\" (one word).", "status": "FAIL", "error": "Error code: 400 - {'error': {'type': 'mlx_error', 'message': 'The operation couldn\u2019t be completed. (Jinja.TemplateException error 1.)'}}", "load_time_s": 1.0, "temperature": 0.7, "max_tokens": 512, "system_prompt": "", "afm_args": "--raw --vlm", "response_format": "json_object", "media": ["media/image.png"]}
{"model": "mlx-community/Qwen3.5-35B-A3B-4bit @ image-stop", "label": "image-stop", "prompt": "Describe this image in detail", "status": "OK", "load_time_s": 1.0, "gen_time_s": 4.3, "prompt_tokens": 8, "completion_tokens": 16, "total_tokens": 24, "tokens_per_sec": 3.72, "tokens_per_sec_note": "calculated", "temperature": 0.7, "max_tokens": 1024, "system_prompt": "", "afm_args": "--raw --vlm", "content_preview": "<think>The user wants a detailed description of the provided image", "content": "<think>The user wants a detailed description of the provided image", "reasoning_content": "", "finish_reason": "stop", "logprobs_count": 0, "system_fingerprint": "afm_mlx__mlx-community__Qwen3.5-35B-A3B-4bit", "stop": ["."], "media": ["media/image.png"]}
{"model": "mlx-community/Qwen3.5-35B-A3B-4bit @ video-describe", "label": "video-describe", "prompt": "Describe what happens in this video.", "status": "FAIL", "error": "Error code: 400 - {'error': {'message': 'Unable to load image from URL: video/mp4;base64,AAAAIGZ0eXBpc29tAAACAGlzb21pc28yYXZjMW1wNDEAAAAIZnJlZQAPNwdtZGF0AAACrwYF//+r3EXpvebZSLeWLNgg2SPu73gyNjQgLSBjb3JlIDE2NCByMzEwOCAzMWUxOWY5IC0gSC4yNjQvTVBFRy00IEFWQyBjb2RlYyAtIENvcHlsZWZ0IDIwMDMtMjAyMyAtIGh0dHA6Ly93d3cudmlkZW9sYW4ub3JnL3gyNjQuaHRtbCAtIG9wdGlvbnM6IGNhYmFjPTEgcmVmPTUgZGVibG9jaz0xOjA6MCBhbmFseXNlPTB4MzoweDExMyBtZT1oZXggc3VibWU9OCBwc3k9MSBwc3lfcmQ9MS4wMDowLjAwIG1peGVkX3JlZj0xIG1lX3JhbmdlPTE2IGNocm9", "load_time_s": 1.0, "temperature": 0.7, "max_tokens": 2048, "system_prompt": "", "afm_args": "--raw --vlm", "media": ["media/video-43D1392C.mp4"]}