Instructions to use Echo-Team/tiny-echo-modular-pipe with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Echo-Team/tiny-echo-modular-pipe 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-modular-pipe", 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
| { | |
| "_blocks_class_name": "EchoBlocks", | |
| "_class_name": "EchoModularPipeline", | |
| "_diffusers_version": "0.41.0.dev0", | |
| "audio_vae": [ | |
| "diffusers", | |
| "AutoencoderKLLTX2Audio", | |
| { | |
| "pretrained_model_name_or_path": "Echo-Team/tiny-echo-modular-pipe", | |
| "revision": null, | |
| "subfolder": "audio_vae", | |
| "type_hint": [ | |
| "diffusers", | |
| "AutoencoderKLLTX2Audio" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "connectors": [ | |
| "ltx2", | |
| "LTX2TextConnectors", | |
| { | |
| "pretrained_model_name_or_path": "Echo-Team/tiny-echo-modular-pipe", | |
| "revision": null, | |
| "subfolder": "connectors", | |
| "type_hint": [ | |
| "ltx2", | |
| "LTX2TextConnectors" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "text_encoder": [ | |
| "transformers", | |
| "Gemma3ForConditionalGeneration", | |
| { | |
| "pretrained_model_name_or_path": "Echo-Team/tiny-echo-modular-pipe", | |
| "revision": null, | |
| "subfolder": "text_encoder", | |
| "type_hint": [ | |
| "transformers", | |
| "Gemma3ForConditionalGeneration" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "tokenizer": [ | |
| "transformers", | |
| "GemmaTokenizer", | |
| { | |
| "pretrained_model_name_or_path": "Echo-Team/tiny-echo-modular-pipe", | |
| "revision": null, | |
| "subfolder": "tokenizer", | |
| "type_hint": [ | |
| "transformers", | |
| "GemmaTokenizer" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "transformer": [ | |
| "diffusers", | |
| "LTX2VideoTransformer3DModel", | |
| { | |
| "pretrained_model_name_or_path": "Echo-Team/tiny-echo-modular-pipe", | |
| "revision": null, | |
| "subfolder": "transformer", | |
| "type_hint": [ | |
| "diffusers", | |
| "LTX2VideoTransformer3DModel" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "vae": [ | |
| "diffusers", | |
| "AutoencoderKLLTX2Video", | |
| { | |
| "pretrained_model_name_or_path": "Echo-Team/tiny-echo-modular-pipe", | |
| "revision": null, | |
| "subfolder": "vae", | |
| "type_hint": [ | |
| "diffusers", | |
| "AutoencoderKLLTX2Video" | |
| ], | |
| "variant": null | |
| } | |
| ], | |
| "vocoder": [ | |
| "ltx2", | |
| "LTX2Vocoder", | |
| { | |
| "pretrained_model_name_or_path": "Echo-Team/tiny-echo-modular-pipe", | |
| "revision": null, | |
| "subfolder": "vocoder", | |
| "type_hint": [ | |
| "ltx2", | |
| "LTX2Vocoder" | |
| ], | |
| "variant": null | |
| } | |
| ] | |
| } | |