Model reference

This page lists all available models for Runpod Public Endpoints, as well as the model-specific parameters you can use in your API calls. You can browse and test Public Endpoints using the Runpod console.

Output URLs (image_url, video_url, and audio_url) expire after 7 days. Download and store your generated files immediately if you need to keep them longer.

Available models

The following models are currently available:

Model	Description	Endpoint URL	Type	Price
IBM Granite-4.0-H-Small	A 32B parameter long-context instruct model.	`https://api.runpod.ai/v2/granite-4-0-h-small/`	Text	$0.01 per 1000 tokens
Qwen3 32B AWQ	The latest LLM in the Qwen series, offering advancements in reasoning, instruction-following, agent capabilities, and multilingual support.	`https://api.runpod.ai/v2/qwen3-32b-awq/`	Text	$0.01 per 1000 tokens
Flux Dev	Offers exceptional prompt adherence, high visual fidelity, and rich image detail.	`https://api.runpod.ai/v2/black-forest-labs-flux-1-dev/`	Image	$.02 per megapixel
Flux Schnell	Fastest and most lightweight FLUX model, ideal for local development, prototyping, and personal use.	`https://api.runpod.ai/v2/black-forest-labs-flux-1-schnell/`	Image	$.0024 per megapixel
Flux Kontext Dev	A 12 billion parameter rectified flow transformer capable of editing images based on text instructions.	`https://api.runpod.ai/v2/black-forest-labs-flux-1-kontext-dev/`	Image	$0.03 per megapixel
Qwen Image	Image generation foundation model with advanced text rendering.	`https://api.runpod.ai/v2/qwen-image-t2i/`	Image	$0.02 per megapixel
Qwen Image LoRA	Image generation with LoRA support and advanced text rendering.	`https://api.runpod.ai/v2/qwen-image-t2i-lora/`	Image	$0.02 per megapixel
Qwen Image Edit	Image editing with unique text rendering capabilities.	`https://api.runpod.ai/v2/qwen-image-edit/`	Image	$0.02 per megapixel
Seedream 4.0 T2I	New-generation image creation with unified generation and editing architecture.	`https://api.runpod.ai/v2/seedream-v4-t2i/`	Image	$0.027 per megapixel
Seedream 4.0 Edit	New-generation image editing with unified generation and editing architecture.	`https://api.runpod.ai/v2/seedream-v4-edit/`	Image	$0.027 per megapixel
Seedream 3.0	Native high-resolution bilingual image generation (Chinese-English).	`https://api.runpod.ai/v2/seedream-3-0-t2i/`	Image	$0.03 per megapixel
Nano Banana Edit	Google’s state-of-the-art image editing model.	`https://api.runpod.ai/v2/nano-banana-edit/`	Image	$0.027 per megapixel
InfiniteTalk	Audio-driven video generation model that creates talking or singing videos from a single image and audio input.	`https://api.runpod.ai/v2/infinitetalk/`	Video	$0.25 per video generation
Kling v2.1 I2V Pro	Professional-grade image-to-video with enhanced visual fidelity.	`https://api.runpod.ai/v2/kling-v2-1-i2v-pro/`	Video	$0.36 per 5 seconds of video
Seedance 1.0 Pro	High-performance video generation with multi-shot storytelling.	`https://api.runpod.ai/v2/seedance-1-0-pro/`	Video	$0.62 per 5 seconds of video
SORA 2 I2V	OpenAI’s Sora 2 is a video and audio generation model.	`https://api.runpod.ai/v2/sora-2-i2v/`	Video	$0.40 per video generation
SORA 2 Pro I2V	OpenAI’s Sora 2 Pro is a professional-grade video and audio generation model.	`https://api.runpod.ai/v2/sora-2-pro-i2v/`	Video	$1.20 per video generation
WAN 2.5	Image-to-video generation model.	`https://api.runpod.ai/v2/wan-2-5/`	Video	$0.50 per 5 seconds of video
WAN 2.2 I2V 720p LoRA	Open-source video generation with LoRA support.	`https://api.runpod.ai/v2/wan-2-2-t2v-720-lora/`	Video	$0.35 per 5 seconds of video
WAN 2.2 I2V 720p	Open-source AI video generation model that uses a diffusion transformer architecture for image-to-video generation.	`https://api.runpod.ai/v2/wan-2-2-i2v-720/`	Video	$0.30 per 5 seconds of video
WAN 2.2 T2V 720p	Open-source AI video generation model that uses a diffusion transformer architecture for text-to-video generation.	`https://api.runpod.ai/v2/wan-2-2-t2v-720/`	Video	$0.30 per 5 seconds of video
WAN 2.1 I2V 720p	Open-source AI video generation model that uses a diffusion transformer architecture for image-to-video generation.	`https://api.runpod.ai/v2/wan-2-1-i2v-720/`	Video	$0.30 per 5 seconds of video
WAN 2.1 T2V 720p	Open-source AI video generation model that uses a diffusion transformer architecture for text-to-video generation.	`https://api.runpod.ai/v2/wan-2-1-t2v-720/`	Video	$0.30 per 5 seconds of video
Kling v2.1 I2V Pro	Professional-grade image-to-video with enhanced visual fidelity.	`https://api.runpod.ai/v2/kling-v2-1-i2v-pro/`	Video	$0.36 per 5 seconds of video
Whisper V3 Large	State-of-the-art automatic speech recognition.	`https://api.runpod.ai/v2/whisper-v3-large/`	Audio	$0.05 per 1000 characters of audio transcribed
Minimax Speech 02 HD	High-definition text-to-speech model.	`https://api.runpod.ai/v2/minimax-speech-02-hd/`	Audio	$0.05 per 1000 characters of audio generated

Model-specific parameters

Each Public Endpoint accepts a different set of parameters to control the generation process.

Flux Dev

Flux Dev is optimized for high-quality, detailed image generation. The model accepts several parameters to control the generation process:

{
  "input": {
    "prompt": "A serene mountain landscape at sunset",
    "negative_prompt": "Snow",
    "width": 1024,
    "height": 1024,
    "num_inference_steps": 20,
    "guidance": 7.5,
    "seed": 42,
    "image_format": "png"
  }
}

Parameter	Type	Required	Default	Range	Description
`prompt`	string	Yes	-	-	Text description of the desired image.
`negative_prompt`	string	No	-	-	Elements to exclude from the image.
`width`	integer	No	1024	256-1536	Image width in pixels. Must be divisible by 64.
`height`	integer	No	1024	256-1536	Image height in pixels. Must be divisible by 64.
`num_inference_steps`	integer	No	28	1-50	Number of denoising steps.
`guidance`	float	No	7.5	0.0-10.0	How closely to follow the prompt.
`seed`	integer	No	-1	-	Provide a seed for reproducible results. The default value (-1) will generate a random seed.
`image_format`	string	No	”jpeg"	"png” or “jpeg”	Output format.

Flux Schnell

Flux Schnell is optimized for speed and real-time applications:

{
  "input": {
    "prompt": "A quick sketch of a mountain",
    "width": 1024,
    "height": 1024,
    "num_inference_steps": 4,
    "guidance": 1.0,
    "seed": 123
  }
}

Parameter	Type	Required	Default	Range	Description
`prompt`	string	Yes	-	-	Text description of the desired image.
`negative_prompt`	string	No	-	-	Elements to exclude from the image.
`width`	integer	No	1024	256-1536	Image width in pixels. Must be divisible by 64.
`height`	integer	No	1024	256-1536	Image height in pixels. Must be divisible by 64.
`num_inference_steps`	integer	No	4	1-8	Number of denoising steps.
`guidance`	float	No	7.5	0.0-10.0	How closely to follow the prompt.
`seed`	integer	No	-1	-	Provide a seed for reproducible results. The default value (-1) will generate a random seed.
`image_format`	string	No	”jpeg"	"png” or “jpeg”	Output format.

Flux Schnell is optimized for speed and works best with lower step counts. Using higher values may not improve quality significantly.

IBM Granite-4.0-H-Small

IBM Granite-4.0-H-Small is a 32B parameter long-context instruct model.

{
  "input": {
    "messages": [
      {
        "role": "system",
        "content": "You are a helpful assistant. Please ensure responses are professional, accurate, and safe."
      },
      {
        "role": "user",
        "content": "What is Runpod?"
      }
    ],
    "sampling_params": {
      "max_tokens": 512,
      "temperature": 0.7,
      "seed": -1,
      "top_k": -1,
      "top_p": 1
    }
  }
}

Parameter	Type	Required	Default	Range	Description
`messages`	array	Yes	-	-	Array of message objects with role and content.
`sampling_params.max_tokens`	integer	No	512	-	Maximum number of tokens to generate.
`sampling_params.temperature`	float	No	0.7	0.0-1.0	Controls randomness in generation. Lower values make output more deterministic.
`sampling_params.seed`	integer	No	-1	-	Seed for reproducible results. The default value (-1) will generate a random seed.
`sampling_params.top_k`	integer	No	-1	-	Restricts sampling to the top K most probable tokens.
`sampling_params.top_p`	float	No	1	0.0-1.0	Nucleus sampling threshold.

Qwen3 32B AWQ

Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models.

Parameter	Type	Required	Default	Range	Description
`prompt`	string	Yes	-	-	Prompt for text generation.
`max_tokens`	integer	No	512	-	Maximum number of tokens to output.
`temperature`	float	No	0.7	0.0 - 1.0	Randomness of the output. Lower temperature makes the output more predictable and deterministic.
`top_p`		integer	No	-	Samples from the smallest set of words whose cumulative probability exceeds a given threshold (P).
`top_k`	integer	No	-	1-8	Restricts sampling to the top K most probable words.
`stop`	string	No	-	-	Stops generation if the given string is encountered.

The Qwen3 endpoint is also fully compatible with vLLM and the OpenAI API, allowing you to use any of the parameters available in these frameworks. For more details, see Send vLLM requests and the OpenAI API compatibility guide. Here are some examples of how to use the Qwen3 32B AWQ model with the OpenAI API:

OpenAI API request example

from openai import OpenAI
import os

PUBLIC_ENDPOINT_ID = "qwen3-32b-awq"
model_name = "Qwen/Qwen3-32B-AWQ"

client = OpenAI(
    api_key=RUNPOD_API_KEY,
    base_url=f"https://api.runpod.ai/v2/{PUBLIC_ENDPOINT_ID}/openai/v1",
)
messages = [
    {
        "role": "system",
        "content": "You are a pirate chatbot who always responds in pirate speak!",
    },
    {   "role": "user", 
        "content": "Give me a short introduction to LLMs."
    },
]

response = client.chat.completions.create(
    model=model_name,
    messages=messages,
    max_tokens=525,
)

OpenAI API streaming example

You can stream responses from the OpenAI API using the stream and stream_options parameters:

from openai import OpenAI
import os

PUBLIC_ENDPOINT_ID = "qwen3-32b-awq"
model_name = "Qwen/Qwen3-32B-AWQ"

client = OpenAI(
    api_key=RUNPOD_API_KEY,
    base_url=f"https://api.runpod.ai/v2/{PUBLIC_ENDPOINT_ID}/openai/v1",
)
messages = [
    {
        "role": "system",
        "content": "You are a pirate chatbot who always responds in pirate speak!",
    },
    {   "role": "user", 
        "content": "Give me a short introduction to LLMs."
    },
]

response = client.chat.completions.create(
    model=model_name,
    messages=messages,
    max_tokens=525,
    stream=True
)

Response format

{
  "delayTime": 25,
  "executionTime": 3153,
  "id": "sync-0f3288b5-58e8-46fd-ba73-53945f5e8982-u2",
  "output": [
    {
      "choices": [
        {
          "tokens": [
            "Large Language Models (LLMs) are AI systems trained to predict and understand human language. They learn patterns from vast amounts of text data, enabling them to generate responses, answer questions, and complete tasks in natural language. Key characteristics of LLMs include:\n1. Language Understanding\n- Can analyze and comprehend language structure, context, and nuances\n- Process both inputs and outputs in natural human language\n\n2. Pattern Recognition\n- Learn common phrases and relationships"
          ]
        }
      ],
      "cost": 0.0001,
      "usage": {
        "input": 10,
        "output": 100
      }
    }
  ],
  "status": "COMPLETED",
  "workerId": "pkej0t9bbyjrgy"
}

Qwen Image

Qwen Image is an image generation foundation model with advanced text rendering capabilities.

{
  "input": {
    "prompt": "A fashion-forward woman sitting at cobblestone street in Paris",
    "negative_prompt": "",
    "size": "1328*1328",
    "seed": -1,
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Text description of the desired image.
`negative_prompt`	string	No	-	Elements to exclude from the image.
`size`	string	No	”1024*1024”	Image dimensions.
`seed`	integer	No	-1	Seed for reproducible results. -1 generates a random seed.
`enable_safety_checker`	boolean	No	true	Enable content safety checking.

Qwen Image LoRA

Qwen Image with LoRA support allows you to customize generation with fine-tuned LoRA models.

{
  "input": {
    "prompt": "Real life Anime in a cozy kitchen",
    "loras": [
      {
        "path": "https://huggingface.co/flymy-ai/qwen-image-anime-irl-lora/resolve/main/flymy_anime_irl.safetensors",
        "scale": 1
      }
    ],
    "size": "1024*1024",
    "seed": -1,
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Text description of the desired image.
`loras`	array	No	[]	Array of LoRA configurations to apply.
`loras[].path`	string	Yes	-	URL or path to the LoRA model file.
`loras[].scale`	number	Yes	-	Scale factor for the LoRA influence (typically 0-1).
`size`	string	No	”1024*1024”	Image dimensions.
`seed`	integer	No	-1	Seed for reproducible results. -1 generates a random seed.
`enable_safety_checker`	boolean	No	true	Enable content safety checking.

Seedream 3.0

Seedream 3.0 is a native high-resolution bilingual image generation model supporting both Chinese and English prompts.

{
  "input": {
    "prompt": "Hyper-realistic photograph of a deep-sea diver",
    "seed": -1,
    "guidance": 2,
    "size": "1024x1024"
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Text description of the desired image.
`seed`	integer	No	-1	Seed for reproducible results. -1 generates a random seed.
`guidance`	number	No	2	Guidance scale for generation control.
`size`	string	No	”1024x1024”	Image dimensions.

Seedream 4.0 T2I

Seedream 4.0 is a new-generation image creation model that integrates both generation and editing capabilities.

{
  "input": {
    "prompt": "American retro 1950s illustration style",
    "negative_prompt": "",
    "size": "2048*2048",
    "seed": -1,
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Text description of the desired image.
`negative_prompt`	string	No	-	Elements to exclude from the image.
`size`	string	No	”1024*1024”	Image dimensions.
`seed`	integer	No	-1	Seed for reproducible results. -1 generates a random seed.
`enable_safety_checker`	boolean	No	true	Enable content safety checking.

Nano Banana Edit

Google’s Nano Banana Edit is a state-of-the-art image editing model that combines multiple source images.

{
  "input": {
    "prompt": "Combine these four source images into a single realistic 3D character figure scene",
    "images": [
      "https://image.runpod.ai/uploads/0bz_xzhuLq/a2166199-5bd5-496b-b9ab-a8bae3f73bdc.jpg",
      "https://image.runpod.ai/uploads/Yw86rhY6xi/2ff8435f-f416-4096-9a4d-2f8c838b2d53.jpg"
    ],
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Editing instructions describing the desired transformation.
`images`	array	Yes	-	Array of image URLs to edit or combine.
`enable_safety_checker`	boolean	No	true	Enable content safety checking.

Qwen Image Edit

Qwen Image Edit extends the text rendering capabilities to image editing tasks, enabling precise text editing.

{
  "input": {
    "prompt": "change the trench coat and high heels color to light grey",
    "negative_prompt": "",
    "seed": -1,
    "image": "https://image.runpod.ai/asset/qwen/qwen-image-edit.png",
    "output_format": "png",
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Editing instructions describing the desired changes.
`negative_prompt`	string	No	-	Elements to exclude from the edited image.
`seed`	integer	No	-1	Seed for reproducible results. -1 generates a random seed.
`image`	string	Yes	-	URL of the image to edit.
`output_format`	string	No	”jpeg”	Output format (“png” or “jpeg”).
`enable_safety_checker`	boolean	No	true	Enable content safety checking.

Seedream 4.0 Edit

Seedream 4.0 Edit provides advanced image editing capabilities with the same unified architecture as Seedream 4.0 T2I.

{
  "input": {
    "prompt": "Dress the model in the clothes and hat",
    "images": [
      "https://image.runpod.ai/uploads/WiTaxr1AYF/2c15cbc9-9b03-4d59-bd60-ff3fa024b145.jpg"
    ],
    "size": "1024*1024",
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Editing instructions describing the desired transformation.
`images`	array	Yes	-	Array of image URLs to edit or combine.
`size`	string	No	”1024*1024”	Output image dimensions.
`enable_safety_checker`	boolean	No	true	Enable content safety checking.

InfiniteTalk

InfiniteTalk is an audio-driven video generation model that creates talking or singing videos from a single image and audio input.

{
  "input": {
    "prompt": "a cartoon computer talking",
    "image": "https://image.runpod.ai/assets/meigen-ai/poddy.jpg",
    "audio": "https://image.runpod.ai/assets/meigen-ai/audio.wav",
    "size": "480p",
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Text description of the desired video.
`image`	string	Yes	-	URL of the source image to animate.
`audio`	string	Yes	-	URL of the audio file to drive the animation.
`size`	enum	Yes	”480p”	Output video resolution. Valid options are `480p` and `720p`.
`enable_safety_checker`	boolean	No	true	Enable content safety checking.

Kling v2.1 I2V Pro

Kling 2.1 Pro generates videos from static images with additional control parameters.

{
  "input": {
    "prompt": "A majestic magic dragon breathing fire over an ancient castle",
    "image": "https://image.runpod.ai/asset/kwaivgi/kling-v2-1-i2v-pro.png",
    "negative_prompt": "",
    "guidance_scale": 0.5,
    "duration": 5,
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Text description of the desired video.
`image`	string	Yes	-	URL of the source image to animate.
`negative_prompt`	string	No	-	Elements to exclude from the video.
`guidance_scale`	float	No	0.5	How closely to follow the prompt.
`duration`	integer	No	5	Video duration in seconds.
`enable_safety_checker`	boolean	No	true	Enable content safety checking.

Seedance 1.0 Pro

Seedance 1.0 Pro is a high-performance video generation model with multi-shot storytelling capabilities.

{
  "input": {
    "prompt": "A pristine Porsche 911 930 Turbo photographed in golden hour lighting",
    "duration": 5,
    "fps": 24,
    "size": "1920x1080",
    "image": ""
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Text description of the desired video scene.
`duration`	integer	No	5	Video duration in seconds.
`fps`	integer	No	24	Frames per second for the output video.
`size`	string	No	”1920x1080”	Video dimensions.
`image`	string	No	""	Optional source image URL for image-to-video generation.

SORA 2 I2V

OpenAI’s Sora 2 is a video and audio generation model.

{
  "input": {
    "prompt": "Action: The mechs headlamps flicker a few times. It then slowly and laboriously pushes itself up with a damaged mechanical arm, sparks flying from gaps in its armor. Ambient Sound: Distant, continuous explosions (low rumbles); the sizzle and crackle of short-circuiting electricity from within the mech; heavy, grinding metallic sounds as the mech rises; faint, garbled static from a damaged comms unit.Character Dialogue: (Processed mechanical voice, weary but firm) `No retreat.`",
    "image": "https://image.runpod.ai/assets/sora-2-i2v/example.jpeg",
    "duration": 4
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Text description of the desired video, including action, ambient sound, and character dialogue.
`image`	string	Yes	-	URL of the source image to animate.
`duration`	integer	Yes	4	Video duration in seconds. Valid options: 4, 8, or 12.

SORA 2 Pro I2V

OpenAI’s Sora 2 Pro is a professional-grade video and audio generation model.

{
  "input": {
    "prompt": "Action: She opened her hands\n\nAmbient Sound: The soft crackling of the dying fire in the oven; a high-pitched, happy little ding sound from the timer; the warm, persistent sizzle of butter melting on a nearby stovetop.\n\nCharacter Dialogue: (Voice is high-pitched, bubbly, and enthusiastic) \"Welcome to my bakery!\"\n\n\n",
    "image": "https://image.runpod.ai/assets/sora-2-pro-i2v/example.jpeg",
    "size": "720p",
    "duration": 4
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Text description of the desired video, including action, ambient sound, and character dialogue.
`image`	string	Yes	-	URL of the source image to animate.
`size`	string	No	”720p”	Output video resolution.
`duration`	integer	Yes	4	Video duration in seconds. Valid options: 4, 8, or 12.

Whisper V3 Large

Whisper V3 Large is a state-of-the-art automatic speech recognition model that transcribes audio to text.

{
  "input": {
    "prompt": "",
    "audio": "https://d1q70pf5vjeyhc.cloudfront.net/predictions/f981a3dca8204b14ab24151fa0532c26/1.mp3"
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	No	""	Optional context or prompt to guide transcription.
`audio`	string	Yes	-	URL of the audio file to transcribe.

Minimax Speech 02 HD

Minimax Speech 02 HD is a high-definition text-to-speech model with emotional control and voice customization.

{
  "input": {
    "prompt": "Welcome to our advanced text-to-speech system",
    "voice_id": "Wise_Woman",
    "speed": 1,
    "volume": 1,
    "pitch": 0,
    "emotion": "happy",
    "english_normalization": false,
    "default_audio_url": "https://d1q70pf5vjeyhc.cloudfront.net/predictions/f981a3dca8204b14ab24151fa0532c26/1.mp3"
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Text to convert to speech.
`voice_id`	string	No	”Wise_Woman”	Voice identifier for the desired voice.
`speed`	number	No	1	Speech speed multiplier.
`volume`	number	No	1	Volume level.
`pitch`	number	No	0	Pitch adjustment.
`emotion`	string	No	”neutral”	Emotion to convey (e.g., “happy”, “sad”).
`english_normalization`	boolean	No	false	Enable English text normalization.
`default_audio_url`	string	No	""	Fallback audio URL.

Flux Kontext Dev

A 12 billion parameter model for editing images based on text instructions.

{
  "input": {
    "prompt": "Exact same bluebird, same angle and posture (wings folded, facing right), now perched on a small chunk of cloud floating in deep outer space",
    "negative_prompt": "",
    "seed": -1,
    "num_inference_steps": 28,
    "guidance": 2,
    "image": "https://image.runpod.ai/asset/black-forest-labs/black-forest-labs-flux-1-kontext-dev.png",
    "size": "1024*1024",
    "output_format": "png",
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Range	Description
`prompt`	string	Yes	-	-	Text instructions describing the desired edits to the image.
`negative_prompt`	string	No	""	-	Elements to exclude from the edited image.
`image`	string	Yes	-	-	URL of the input image to edit.
`size`	string	No	”1024*1024”	-	Output image size in format “width*height”.
`num_inference_steps`	integer	No	28	1-50	Number of denoising steps.
`guidance`	float	No	2	0.0-10.0	How closely to follow the prompt.
`seed`	integer	No	-1	-	Provide a seed for reproducible results. The default value (-1) will generate a random seed.
`output_format`	string	No	”png"	"png” or “jpeg”	Output image format.
`enable_safety_checker`	boolean	No	true	-	Whether to run safety checks on the output.

WAN 2.5

WAN 2.5 generates videos from static images.

{
  "input": {
    "prompt": "A stand-up comedian delivering a dad joke",
    "image": "https://image.runpod.ai/uploads/fccSIh7CTx/5abfc82d-44f4-4318-9518-7fdba0b285d9.png",
    "negative_prompt": "",
    "size": "1280*720",
    "duration": 5,
    "seed": -1,
    "enable_prompt_expansion": false,
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Text description of the desired video.
`image`	string	Yes	-	URL of the source image to animate.
`negative_prompt`	string	No	-	Elements to exclude from the video.
`size`	string	No	”1280*720”	Video dimensions.
`duration`	integer	No	5	Video duration in seconds.
`seed`	integer	No	-1	Seed for reproducible results. -1 generates a random seed.
`enable_prompt_expansion`	boolean	No	false	Automatically expand and enhance the prompt.
`enable_safety_checker`	boolean	No	true	Enable content safety checking.

Wan 2.2 I2V 720p LoRA

Wan 2.2 is an open-source video generation model with LoRA support for customized camera movements and effects.

{
  "input": {
    "prompt": "orbit 180 around an astronaut on the moon",
    "image": "https://image.runpod.ai/asset/alibaba/wan-2-2-t2v-720-lora.png",
    "high_noise_loras": [
      {
        "path": "https://huggingface.co/ostris/wan22_i2v_14b_orbit_shot_lora/resolve/main/wan22_14b_i2v_orbit_high_noise.safetensors",
        "scale": 1
      }
    ],
    "low_noise_loras": [
      {
        "path": "https://huggingface.co/ostris/wan22_i2v_14b_orbit_shot_lora/resolve/main/wan22_14b_i2v_orbit_low_noise.safetensors",
        "scale": 1
      }
    ],
    "duration": 5,
    "seed": -1,
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Description
`prompt`	string	Yes	-	Text description of the desired video motion.
`image`	string	Yes	-	URL of the source image to animate.
`high_noise_loras`	array	No	[]	LoRA configurations for high-noise stages.
`high_noise_loras[].path`	string	Yes	-	URL or path to the LoRA model file.
`high_noise_loras[].scale`	number	Yes	-	Scale factor for the LoRA influence.
`low_noise_loras`	array	No	[]	LoRA configurations for low-noise stages.
`low_noise_loras[].path`	string	Yes	-	URL or path to the LoRA model file.
`low_noise_loras[].scale`	number	Yes	-	Scale factor for the LoRA influence.
`duration`	integer	No	5	Video duration in seconds.
`seed`	integer	No	-1	Seed for reproducible results. -1 generates a random seed.
`enable_safety_checker`	boolean	No	true	Enable content safety checking.

Wan 2.2 I2V 720p

An open-source image-to-video generation model that creates 720p video content from static images.

{
  "input": {
    "prompt": "cinematic shot: slow-tracking camera glides parallel to a giant white origami boat as it gently drifts down a jade-green river",
    "image": "https://image.runpod.ai/asset/alibaba/wan-2-2-i2v-720.png",
    "num_inference_steps": 30,
    "guidance": 5,
    "negative_prompt": "",
    "size": "1280*720",
    "duration": 5,
    "flow_shift": 5,
    "seed": -1,
    "enable_prompt_optimization": false,
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Range	Description
`prompt`	string	Yes	-	-	Text description of the desired video motion and content.
`image`	string	Yes	-	-	URL of the input image to animate.
`negative_prompt`	string	No	""	-	Elements to exclude from the generated video.
`size`	string	No	”1280*720”	-	Video resolution in format “width*height”.
`num_inference_steps`	integer	No	30	1-50	Number of denoising steps.
`guidance`	float	No	5	0.0-10.0	How closely to follow the prompt.
`duration`	integer	No	5	-	Video duration in seconds.
`flow_shift`	integer	No	5	-	Controls the motion flow in the generated video.
`seed`	integer	No	-1	-	Provide a seed for reproducible results. The default value (-1) will generate a random seed.
`enable_prompt_optimization`	boolean	No	false	-	Whether to automatically optimize the prompt.
`enable_safety_checker`	boolean	No	true	-	Whether to run safety checks on the output.

Wan 2.2 T2V 720p

Open-source model for generating 720p videos from text prompts.

{
  "input": {
    "prompt": "A serene morning in an ancient forest, golden sunlight filtering through tall pine trees, creating dancing light patterns on the moss-covered ground",
    "num_inference_steps": 30,
    "guidance": 5,
    "negative_prompt": "",
    "size": "1280*720",
    "duration": 5,
    "flow_shift": 5,
    "seed": -1,
    "enable_prompt_optimization": false,
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Range	Description
`prompt`	string	Yes	-	-	Text description of the desired video content.
`negative_prompt`	string	No	""	-	Elements to exclude from the generated video.
`size`	string	No	”1280*720”	-	Video resolution in format “width*height”.
`num_inference_steps`	integer	No	30	1-50	Number of denoising steps.
`guidance`	float	No	5	0.0-10.0	How closely to follow the prompt.
`duration`	integer	No	5	-	Video duration in seconds.
`flow_shift`	integer	No	5	-	Controls the motion flow in the generated video.
`seed`	integer	No	-1	-	Provide a seed for reproducible results. The default value (-1) will generate a random seed.
`enable_prompt_optimization`	boolean	No	false	-	Whether to automatically optimize the prompt.
`enable_safety_checker`	boolean	No	true	-	Whether to run safety checks on the output.

Wan 2.1 I2V 720p

Open-source image-to-video generation model that converts static images into 720p videos.

{
  "input": {
    "prompt": "The family of three just took a selfie. They lean in together, smiling and relaxed. The daughter holds the phone and shows the screen",
    "image": "https://image.runpod.ai/asset/alibaba/wan-2-1-i2v-720.png",
    "num_inference_steps": 30,
    "guidance": 5,
    "negative_prompt": "",
    "size": "1280*720",
    "duration": 5,
    "flow_shift": 5,
    "seed": -1,
    "enable_prompt_optimization": false,
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Range	Description
`prompt`	string	Yes	-	-	Text description of the desired video motion and content.
`image`	string	Yes	-	-	URL of the input image to animate.
`negative_prompt`	string	No	""	-	Elements to exclude from the generated video.
`size`	string	No	”1280*720”	-	Video resolution in format “width*height”.
`num_inference_steps`	integer	No	30	1-50	Number of denoising steps.
`guidance`	float	No	5	0.0-10.0	How closely to follow the prompt.
`duration`	integer	No	5	-	Video duration in seconds.
`flow_shift`	integer	No	5	-	Controls the motion flow in the generated video.
`seed`	integer	No	-1	-	Provide a seed for reproducible results. The default value (-1) will generate a random seed.
`enable_prompt_optimization`	boolean	No	false	-	Whether to automatically optimize the prompt.
`enable_safety_checker`	boolean	No	true	-	Whether to run safety checks on the output.

Wan 2.1 T2V 720p

An open-source video generation model for creating 720p videos from text prompts.

{
  "input": {
    "prompt": "Steady rain falls on a bustling Tokyo street at night, neon signs casting vibrant pink and blue light that reflects and ripples across the wet black pavement",
    "num_inference_steps": 30,
    "guidance": 5,
    "negative_prompt": "",
    "size": "1280*720",
    "duration": 5,
    "flow_shift": 5,
    "seed": -1,
    "enable_prompt_optimization": false,
    "enable_safety_checker": true
  }
}

Parameter	Type	Required	Default	Range	Description
`prompt`	string	Yes	-	-	Text description of the desired video content.
`negative_prompt`	string	No	""	-	Elements to exclude from the generated video.
`size`	string	No	”1280*720”	-	Video resolution in format “width*height”.
`num_inference_steps`	integer	No	30	1-50	Number of denoising steps.
`guidance`	float	No	5	0.0-10.0	How closely to follow the prompt.
`duration`	integer	No	5	-	Video duration in seconds.
`flow_shift`	integer	No	5	-	Controls the motion flow in the generated video.
`seed`	integer	No	-1	-	Provide a seed for reproducible results. The default value (-1) will generate a random seed.
`enable_prompt_optimization`	boolean	No	false	-	Whether to automatically optimize the prompt.
`enable_safety_checker`	boolean	No	true	-	Whether to run safety checks on the output.

Get started

Serverless

Pods

Storage

Public Endpoints

Instant Clusters

Integrations

Hub

Fine-tuning

Reference

Available models

Model-specific parameters

Flux Dev

Flux Schnell

IBM Granite-4.0-H-Small

Qwen3 32B AWQ

Qwen Image

Qwen Image LoRA

Seedream 3.0

Seedream 4.0 T2I

Nano Banana Edit

Qwen Image Edit

Seedream 4.0 Edit

InfiniteTalk

Kling v2.1 I2V Pro

Seedance 1.0 Pro

SORA 2 I2V

SORA 2 Pro I2V

Whisper V3 Large

Minimax Speech 02 HD

Flux Kontext Dev

WAN 2.5

Wan 2.2 I2V 720p LoRA

Wan 2.2 I2V 720p

Wan 2.2 T2V 720p

Wan 2.1 I2V 720p

Wan 2.1 T2V 720p

​Available models

​Model-specific parameters

​Flux Dev

​Flux Schnell

​IBM Granite-4.0-H-Small

​Qwen3 32B AWQ

​Qwen Image

​Qwen Image LoRA

​Seedream 3.0

​Seedream 4.0 T2I

​Nano Banana Edit

​Qwen Image Edit

​Seedream 4.0 Edit

​InfiniteTalk

​Kling v2.1 I2V Pro

​Seedance 1.0 Pro

​SORA 2 I2V

​SORA 2 Pro I2V

​Whisper V3 Large

​Minimax Speech 02 HD

​Flux Kontext Dev

​WAN 2.5

​Wan 2.2 I2V 720p LoRA

​Wan 2.2 I2V 720p

​Wan 2.2 T2V 720p

​Wan 2.1 I2V 720p

​Wan 2.1 T2V 720p

Available models

Model-specific parameters

Flux Dev

Flux Schnell

IBM Granite-4.0-H-Small

Qwen3 32B AWQ

Qwen Image

Qwen Image LoRA

Seedream 3.0

Seedream 4.0 T2I

Nano Banana Edit

Qwen Image Edit

Seedream 4.0 Edit

InfiniteTalk

Kling v2.1 I2V Pro

Seedance 1.0 Pro

SORA 2 I2V

SORA 2 Pro I2V

Whisper V3 Large

Minimax Speech 02 HD

Flux Kontext Dev

WAN 2.5

Wan 2.2 I2V 720p LoRA

Wan 2.2 I2V 720p

Wan 2.2 T2V 720p

Wan 2.1 I2V 720p

Wan 2.1 T2V 720p