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LTX-2.3 22B

All audio to video models

Generate video with audio from audio, text and images using LTX-2

Inference$ Commercial useFrom 10 credits per run

About LTX-2.3 22B

Generate video with audio from audio, text and images using LTX-2

Pricing

A run with the default settings costs 10 credits. The exact cost updates in the playground as you change settings, and you're only charged when you press Run. Failed runs are refunded automatically.

Inputs

prompttextarearequired

The prompt to generate the video from.

audio_urlfilerequired

The URL of the audio to generate the video from.

image_urlfile

Optional URL of an image to use as the first frame of the video.

end_image_urlfile

The URL of the image to use as the end of the video.

match_audio_lengthbooleandefault: true

When enabled, the number of frames will be calculated based on the audio duration and FPS. When disabled, use the specified num_frames.

num_framesintegerdefault: 121

The number of frames to generate.

video_sizeselectdefault: "landscape_16_9"

The size of the generated video. Use 'auto' to match the input image dimensions if provided.

Options: auto, square_hd, square, portrait_4_3, portrait_16_9, landscape_4_3, landscape_16_9

use_multiscalebooleandefault: true

Whether to use multi-scale generation. If True, the model will generate the video at a smaller scale first, then use the smaller video to guide the generation of a video at or above your requested size. This results in better coherence and details.

fpsnumberdefault: 24

The frames per second of the generated video.

num_inference_stepsintegerdefault: 40

The number of inference steps to use.

video_cfg_scalenumberdefault: 3

The Classifier-Free Guidance (CFG) scale for the video. Higher values result in more consistent and focused video content.

video_stg_scalenumberdefault: 0

The Spatiotemporal Guidance (STG) scale for the video. Higher values result in more consistent and focused video content.

video_rescaling_scalenumberdefault: 0.7

The rescaling scale for the video. Controls the ratio between classifier-free guidance and spatiotemporal guidance.

video_modality_scalenumberdefault: 3

The modality scale for the video. Controls the ratio between video and audio modalities.

audio_cfg_scalenumberdefault: 7

The Classifier-Free Guidance (CFG) scale for the audio. Higher values result in more consistent and focused audio content.

audio_stg_scalenumberdefault: 0

The Spatiotemporal Guidance (STG) scale for the audio. Higher values result in more consistent and focused audio content.

audio_rescaling_scalenumberdefault: 0.7

The rescaling scale for the audio. Controls the ratio between classifier-free guidance and spatiotemporal guidance.

audio_modality_scalenumberdefault: 3

The modality scale for the audio. Controls the ratio between video and audio modalities.

gradient_estimation_gammanumberdefault: 2

The gamma of gradient estimation during denoising. Set to 0 to disable.

use_restart_samplingbooleandefault: false

Whether to use restart sampling. This will inject a small amount of noise during each denoising step, which can help improve the quality of the generated video.

schedulerselectdefault: "ltx2"

The scheduler to use.

Options: ltx2, linear_quadratic, beta

accelerationselectdefault: "regular"

The acceleration level to use.

Options: none, regular, high, full

camera_loraselectdefault: "none"

The camera LoRA to use. This allows you to control the camera movement of the generated video more accurately than just prompting the model to move the camera.

Options: dolly_in, dolly_out, dolly_left, dolly_right, jib_up, jib_down, static, none

camera_lora_scalenumberdefault: 1

The scale of the camera LoRA to use. This allows you to control the camera movement of the generated video more accurately than just prompting the model to move the camera.

negative_prompttextareadefault: "news broadcast, 3d animation, computer graphics, pc game, console game, video game, cartoon, childish, watermark, logo, text, on screen text, subtitles, titles, signature, slowmo, static"

The negative prompt to generate the video from.

seedinteger

The seed for the random number generator.

enable_prompt_expansionbooleandefault: true

Whether to enable prompt expansion.

enable_safety_checkerbooleandefault: true

Whether to enable the safety checker.

video_output_typeselectdefault: "X264 (.mp4)"

The output type of the generated video.

Options: X264 (.mp4), VP9 (.webm), PRORES4444 (.mov), GIF (.gif)

video_qualityselectdefault: "high"

The quality of the generated video.

Options: low, medium, high

video_write_modeselectdefault: "balanced"

The write mode of the generated video.

Options: fast, balanced, small

sync_modebooleandefault: false

If `True`, the media will be returned as a data URI and the output data won't be available in the request history.

distill_lora_first_pass_scalenumberdefault: 0.2

The scale of the distill LoRA to use for the first pass. Set to 0 to disable.

distill_lora_second_pass_scalenumberdefault: 0.5

The scale of the distill LoRA to use for the second and subsequent passes.

image_strengthnumberdefault: 1

The strength of the image to use for the video generation.

end_image_strengthnumberdefault: 1

The strength of the end image to use for the video generation.

audio_strengthnumberdefault: 1

Audio conditioning strength. Values below 1.0 will allow the model to change the audio, while a value of exactly 1.0 will use the input audio without modification.

preprocess_audiobooleandefault: true

Whether to preprocess the audio before using it as conditioning.

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