Instructions to use Echo-Team/tiny-echo-wm-flash-diffusers with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Echo-Team/tiny-echo-wm-flash-diffusers with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Echo-Team/tiny-echo-wm-flash-diffusers", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
File size: 2,364 Bytes
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"_blocks_class_name": "EchoWMFlashBlocks",
"_class_name": "EchoWMFlashModularPipeline",
"_diffusers_version": "0.41.0.dev0",
"audio_vae": [
"diffusers",
"AutoencoderKLLTX2Audio",
{
"pretrained_model_name_or_path": "Echo-Team/tiny-echo-wm-flash-diffusers",
"revision": null,
"subfolder": "audio_vae",
"type_hint": [
"diffusers",
"AutoencoderKLLTX2Audio"
],
"variant": null
}
],
"connectors": [
"ltx2",
"LTX2TextConnectors",
{
"pretrained_model_name_or_path": "Echo-Team/tiny-echo-wm-flash-diffusers",
"revision": null,
"subfolder": "connectors",
"type_hint": [
"ltx2",
"LTX2TextConnectors"
],
"variant": null
}
],
"text_encoder": [
"transformers",
"Gemma3ForConditionalGeneration",
{
"pretrained_model_name_or_path": "Echo-Team/tiny-echo-wm-flash-diffusers",
"revision": null,
"subfolder": "text_encoder",
"type_hint": [
"transformers",
"Gemma3ForConditionalGeneration"
],
"variant": null
}
],
"tokenizer": [
"transformers",
"GemmaTokenizer",
{
"pretrained_model_name_or_path": "Echo-Team/tiny-echo-wm-flash-diffusers",
"revision": null,
"subfolder": "tokenizer",
"type_hint": [
"transformers",
"GemmaTokenizer"
],
"variant": null
}
],
"transformer": [
"diffusers",
"EchoWMTransformer3DModel",
{
"pretrained_model_name_or_path": "Echo-Team/tiny-echo-wm-flash-diffusers",
"revision": null,
"subfolder": "transformer",
"type_hint": [
"diffusers",
"EchoWMTransformer3DModel"
],
"variant": null
}
],
"vae": [
"diffusers",
"AutoencoderKLLTX2Video",
{
"pretrained_model_name_or_path": "Echo-Team/tiny-echo-wm-flash-diffusers",
"revision": null,
"subfolder": "vae",
"type_hint": [
"diffusers",
"AutoencoderKLLTX2Video"
],
"variant": null
}
],
"vocoder": [
"ltx2",
"LTX2Vocoder",
{
"pretrained_model_name_or_path": "Echo-Team/tiny-echo-wm-flash-diffusers",
"revision": null,
"subfolder": "vocoder",
"type_hint": [
"ltx2",
"LTX2Vocoder"
],
"variant": null
}
]
}
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