ibm-granite/granite-vision-3.3-2b 🔢🖼️📝 → 📝
About
Granite-vision-3.3-2b is a compact and efficient vision-language model, specifically designed for visual document understanding, enabling automated content extraction from tables, charts, infographics, plots, diagrams, and more.
Example Output
Prompt:
"Describe the image"
Output
Image Description
The image consists of a detailed diagram of a vehicle's rearview mirror, along with an adjacent table listing the pin descriptions for the rearview mirror.
Rearview Mirror Diagram
- Connector A: This is the main connection point on the rearview mirror, where it interfaces with the vehicle's electrical system.
- LED Indicator: Located above the mirror, this LED light illuminates when the rearview mirror is in use.
- Reward Looking Sensor: This sensor is used to assist the rearview mirror in providing a clear view by detecting the presence of objects behind the vehicle.
- Forward Looking Sensor: This sensor is used to assist in the vehicle's forward vision, ensuring that the rearview mirror can provide a clear view of the area behind the vehicle.
- ON/OFF Switch: Located on the rearview mirror, this switch turns the mirror on and off.
Pin Description Table
The table provides a detailed pinout for the rearview mirror, with corresponding descriptions:
| Pin | Description |
|---|---|
| 1 | Key power |
| 2 | OEC(+) |
| 3 | Key out |
| 4 | - |
| 5 | - |
| 6 | Battery |
| 7 | OEC(-) |
| 8 | GND |
| 9 | Reverse signal |
| 10 | IGN (+) |
Integrated Knowledge and Analysis
Rearview Mirror Functionality
A rearview mirror is a crucial component of a vehicle, primarily used by the driver to view the area behind the vehicle. It is essential for safe driving, as it helps the driver to monitor traffic conditions and make informed decisions regarding lane changes, turns, and stops. The rearview mirror can be manually operated or automatically activated via a turn signal, which is controlled by the vehicle's electrical system.
Pin Description Explanation
- Pin 1 (Key power): This pin is connected to the vehicle's power supply and is used to activate the rearview mirror.
- Pin 2 (OEC(+)): This pin is connected to the OEC (On
Performance Metrics
6.33s
Prediction Time
267.68s
Total Time
All Input Parameters
{
"top_k": 50,
"top_p": 0.9,
"images": [
"https://replicate.delivery/pbxt/NMB7MaGMogCUtggblf8x4k15iviuAVwXYg1TcbzgD3jAruW5/hyundai%20rear%20view%20mirror%20power%20schematic.jpg"
],
"prompt": "Describe the image",
"max_tokens": 512,
"min_tokens": 0,
"temperature": 0.6,
"presence_penalty": 0,
"frequency_penalty": 0
}
Input Parameters
- seed
- Random seed. Leave blank to randomize the seed.
- image
- Deprecated single image input.Use images input instead.Ignored if images used.
- top_k
- The number of highest probability tokens to consider for generating the output. If > 0, only keep the top k tokens with highest probability (top-k filtering).
- top_p
- A probability threshold for generating the output. If < 1.0, only keep the top tokens with cumulative probability >= top_p (nucleus filtering). Nucleus filtering is described in Holtzman et al. (http://arxiv.org/abs/1904.09751).
- images
- Image inputs for the model.
- prompt
- User prompt to send to the model.
- max_tokens
- The maximum number of tokens the model should generate as output.
- min_tokens
- The minimum number of tokens the model should generate as output.
- temperature
- The value used to modulate the next token probabilities.
- chat_template
- A template to format the prompt with. If not provided, the default prompt template will be used.
- system_prompt
- System prompt to send to the model.The chat template provides a good default.
- stop_sequences
- A comma-separated list of sequences to stop generation at. For example, '<end>,<stop>' will stop generation at the first instance of 'end' or '<stop>'.
- presence_penalty
- Presence penalty
- frequency_penalty
- Frequency penalty
Output Schema
Output
Example Execution Logs
2025-07-14 14:05:28 [info ] predict() commencing request_id=1 user_prompt=Describe the image 2025-07-14 14:05:28 [debug ] Formatted prompt using chat template formatted_prompt=<|system|> A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions. <|user|> <image> Describe the image <|assistant|> request_id=1 user_prompt=Describe the image 2025-07-14 14:05:28 [debug ] SamplingParams request_id=1 sampling_params=SamplingParams(n=1, presence_penalty=0.0, frequency_penalty=0.0, repetition_penalty=1.0, temperature=0.6, top_p=0.9, top_k=50, min_p=0.0, seed=None, stop=[], stop_token_ids=[0], bad_words=[], include_stop_str_in_output=False, ignore_eos=False, max_tokens=512, min_tokens=0, logprobs=None, prompt_logprobs=None, skip_special_tokens=True, spaces_between_special_tokens=True, truncate_prompt_tokens=None, guided_decoding=None, extra_args=None) user_prompt=Describe the image INFO 07-14 14:05:29 [async_llm.py:270] Added request 1. 2025-07-14 14:05:34 [debug ] result finish_reason=length request_id=1 text=### Image Description The image consists of a detailed diagram of a vehicle's rearview mirror, along with an adjacent table listing the pin descriptions for the rearview mirror. #### Rearview Mirror Diagram 1. **Connector A**: This is the main connection point on the rearview mirror, where it interfaces with the vehicle's electrical system. 2. **LED Indicator**: Located above the mirror, this LED light illuminates when the rearview mirror is in use. 3. **Reward Looking Sensor**: This sensor is used to assist the rearview mirror in providing a clear view by detecting the presence of objects behind the vehicle. 4. **Forward Looking Sensor**: This sensor is used to assist in the vehicle's forward vision, ensuring that the rearview mirror can provide a clear view of the area behind the vehicle. 5. **ON/OFF Switch**: Located on the rearview mirror, this switch turns the mirror on and off. #### Pin Description Table The table provides a detailed pinout for the rearview mirror, with corresponding descriptions: | Pin | Description | |-----|---------------------| | 1 | Key power | | 2 | OEC(+) | | 3 | Key out | | 4 | - | | 5 | - | | 6 | Battery | | 7 | OEC(-) | | 8 | GND | | 9 | Reverse signal | | 10 | IGN (+) | ### Integrated Knowledge and Analysis #### Rearview Mirror Functionality A rearview mirror is a crucial component of a vehicle, primarily used by the driver to view the area behind the vehicle. It is essential for safe driving, as it helps the driver to monitor traffic conditions and make informed decisions regarding lane changes, turns, and stops. The rearview mirror can be manually operated or automatically activated via a turn signal, which is controlled by the vehicle's electrical system. #### Pin Description Explanation 1. **Pin 1 (Key power)**: This pin is connected to the vehicle's power supply and is used to activate the rearview mirror. 2. **Pin 2 (OEC(+))**: This pin is connected to the OEC (On user_prompt=Describe the image 2025-07-14 14:05:34 [info ] Generation took 6.17s request_id=1 user_prompt=Describe the image /root/.pyenv/versions/3.12.11/lib/python3.12/site-packages/cog/server/scope.py:22: ExperimentalFeatureWarning: current_scope is an experimental internal function. It may change or be removed without warning. warnings.warn( 2025-07-14 14:05:34 [info ] predict() complete request_id=1 user_prompt=Describe the image
Version Details
- Version ID
3339e8453ca94104383f6f085a511d7f26cca2d0cab2f6018986737b6cf7d391- Version Created
- July 29, 2025