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ibm-granite/granite-vision-4.1-4b
Granite Vision 4.1 4B is a vision-language model (VLM) that delivers frontier-level performance on structured document extraction tasks — chart extraction, table extraction, and semantic key-value pair extraction — in a compact 4B parameter footprint
Capabilities
Cost
Community model (estimated from hardware time)
Input Parameters
| Name | Type | Description | Default | Constraints |
|---|---|---|---|---|
add_generation_prompt | boolean | Add generation prompt. Passed to the chat template. Defaults to True. | true | — |
chat_template | string | A template to format the prompt with. If not specified, the chat template provided by the model will be used. | — | — |
chat_template_kwargs | object | Additional arguments to be passed to the chat template. | — | — |
frequency_penalty | number | Frequency penalty | — | — |
images | array | Completion API Image input. | — | — |
max_completion_tokens | integer | An upper bound for the number of tokens that can be generated for a completion, including visible output tokens and reasoning tokens. | — | — |
max_tokens | integer | max_tokens is deprecated in favor of the max_completion_tokens field. | — | — |
messages | array | Chat completion API messages. | — | — |
min_tokens | integer | The minimum number of tokens the model should generate as output. | 0 | — |
presence_penalty | number | Presence penalty | — | — |
prompt | string | Completion API user prompt. | — | — |
repetition_penalty | number | Repetition penalty | — | — |
seed | integer | Random seed. Leave unspecified to randomize the seed. | — | — |
stop | array | A list of sequences to stop generation at. For example, ["<end>","<stop>"] will stop generation at the first instance of "<end>" or "<stop>". | — | — |
stream | boolean | Request streaming response. | — | — |
system_prompt | string | Completion API system prompt. The chat template provides a good default. | — | — |
temperature | number | The value used to modulate the next token probabilities. | — | — |
top_k | integer | 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 | number | 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). | — | — |
add_generation_prompt boolean Add generation prompt. Passed to the chat template. Defaults to True.
true chat_template string A template to format the prompt with. If not specified, the chat template provided by the model will be used.
chat_template_kwargs object Additional arguments to be passed to the chat template.
frequency_penalty number Frequency penalty
images array Completion API Image input.
max_completion_tokens integer An upper bound for the number of tokens that can be generated for a completion, including visible output tokens and reasoning tokens.
max_tokens integer max_tokens is deprecated in favor of the max_completion_tokens field.
messages array Chat completion API messages.
min_tokens integer The minimum number of tokens the model should generate as output.
0 presence_penalty number Presence penalty
prompt string Completion API user prompt.
repetition_penalty number Repetition penalty
seed integer Random seed. Leave unspecified to randomize the seed.
stop array A list of sequences to stop generation at. For example, ["<end>","<stop>"] will stop generation at the first instance of "<end>" or "<stop>".
stream boolean Request streaming response.
system_prompt string Completion API system prompt. The chat template provides a good default.
temperature number The value used to modulate the next token probabilities.
top_k integer 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 number 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).
ab65335a183a Updated: 6/26/2026 6.1K runs