google-deepmind/gemma-3-4b-it 🖼️🔢📝 → 📝

▶️ 5.2K runs 📅 Mar 2025 ⚙️ Cog 0.13.7 🔗 GitHub 📄 Paper ⚖️ License
image-analysis image-captioning image-to-text text-generation visual-understanding

About

Gemma is a family of lightweight, state-of-the-art open models from Google, built from the same research and technology used to create the Gemini models.

Example Output

Prompt:

"Describe this image in detail"

Output

Okay, here's a detailed description of the image:

Overall Impression:

The image is a close-up shot of a vibrant garden scene, focusing on a pink cosmos flower with a bee actively feeding. It’s a bright and cheerful photograph, highlighting the beauty of nature and the important role of pollinators.

Main Subject – The Cosmos Flower:

  • Color: The dominant color is a soft, pale pink. The petals have a slight gradient, becoming a bit lighter towards the tips.
  • Shape & Structure: It’s a classic cosmos flower, with broad, slightly pointed petals that radiate outwards from a central disk. The petals have a subtle, velvety texture.
  • Position: It’s centrally positioned in the frame, drawing the viewer's eye.
  • Details: There's a small, dark yellow center disc within the flower.

The Bee:

  • Type: It appears to be a bumblebee, recognizable by its fuzzy body and dark stripes.
  • Activity: The bee is actively feeding on the flower, its legs and body covered in pollen. It's positioned on one of the petals, interacting directly with the flower.

Background & Surrounding Elements:

  • Other Flowers: Several other cosmos flowers are visible in the background, some in full bloom and others starting to wilt or dry up. They are also a pale pink.
  • Foliage: There's a mix of green foliage, including broad leaves and smaller, more delicate leaves. Some of the leaves are a darker shade of green, while others are lighter.
  • Red Flower: A small, bright red flower is partially visible on the right side of the frame, providing a contrasting pop of color.
  • Texture: The background foliage has a slightly blurred effect, creating a sense of depth.

Lighting & Composition:

  • Lighting: The image appears to be taken in natural daylight, with soft, even lighting.
  • Focus: The focus is sharp on the cosmos flower and the bee, while the background is slightly softer.
  • Angle: The photograph is taken from a slightly low angle, looking up at the flower.

Overall Mood:

The image evokes a feeling of tranquility, natural beauty, and the wonder of the natural world. It’s a pleasant and inviting scene.

Would you like me to zoom

Performance Metrics

44.35s Prediction Time
222.36s Total Time
All Input Parameters 
{
  "image": "https://replicate.delivery/pbxt/MeCAHbtSRpAk7h1JI0TmuZVyLFPinwGhmNf0suRMNtlXSnkG/bee.jpg",
  "top_k": 50,
  "top_p": 0.9,
  "prompt": "Describe this image in detail",
  "temperature": 0.7,
  "system_prompt": "You are a helpful assistant.",
  "max_new_tokens": 512
}
Input Parameters
image Type: string
Optional image input for multimodal tasks
top_k Type: integerDefault: 50Range: 0 - 100
Top-k sampling
top_p Type: numberDefault: 0.9Range: 0 - 1
Top-p sampling
prompt (required) Type: string
Text prompt for the model
temperature Type: numberDefault: 0.7Range: 0 - 2
Sampling temperature
system_prompt Type: stringDefault: You are a helpful assistant.
System prompt to guide the model's behavior
max_new_tokens Type: integerDefault: 512Range: 1 - 8192
Maximum number of tokens to generate
Output Schema

Output

Type: string

Version Details
Version ID
00139d2960396352b671f7b5c2ece5313bf6d45fe0a052efe14f023d2a81e196
Version Created
March 12, 2025
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