zsxkib / prototype-model

A test model

  • Public
  • 709 runs
  • A100 (80GB)

Run zsxkib/prototype-model with an API

Use one of our client libraries to get started quickly. Clicking on a library will take you to the Playground tab where you can tweak different inputs, see the results, and copy the corresponding code to use in your own project.

Input schema

The fields you can use to run this model with an API. If you don't give a value for a field its default value will be used.

Field Type Default value Description
prompt
string
The text prompt describing your video scene.
lora_url
string
A URL pointing to your LoRA .safetensors file or a Hugging Face repo (e.g. 'user/repo' - uses the first .safetensors file).
lora_strength
number
1

Min: -10

Max: 10

Scale/strength for your LoRA.
scheduler
string (enum)
DPMSolverMultistepScheduler

Options:

FlowMatchDiscreteScheduler, SDE-DPMSolverMultistepScheduler, DPMSolverMultistepScheduler, SASolverScheduler, UniPCMultistepScheduler

Algorithm used to generate the video frames.
steps
integer
50

Min: 1

Max: 150

Number of diffusion steps.
guidance_scale
number
6

Max: 30

Overall influence of text vs. model.
flow_shift
integer
9

Max: 20

Video continuity factor (flow).
num_frames
integer
33

Min: 1

Max: 1440

How many frames (duration) in the resulting video.
width
integer
640

Min: 64

Max: 1536

Width for the generated video.
height
integer
360

Min: 64

Max: 1024

Height for the generated video.
denoise_strength
number
1

Max: 2

Controls how strongly noise is applied each step.
force_offload
boolean
True
Whether to force model layers offloaded to CPU.
frame_rate
integer
16

Min: 1

Max: 60

Video frame rate.
crf
integer
19

Max: 51

CRF (quality) for H264 encoding. Lower values = higher quality.
enhance_weight
number
0.3

Max: 2

Strength of the video enhancement effect.
enhance_single
boolean
True
Apply enhancement to individual frames.
enhance_double
boolean
True
Apply enhancement across frame pairs.
enhance_start
number
0

Max: 1

When to start enhancement in the video. Must be less than enhance_end.
enhance_end
number
1

Max: 1

When to end enhancement in the video. Must be greater than enhance_start.
seed
integer
Set a seed for reproducibility. Random by default.

Output schema

The shape of the response you’ll get when you run this model with an API.

Schema
{
  "type": "string",
  "title": "Output",
  "format": "uri"
}