joeygambino/joyai-echo-ltx25-x-Z-Image-gguf

text-to-video model by joeygambino

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Model card & documentation

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The purpose of this merge is surface rendering. Z-Image's spatial attention profile grafted onto Joy-LTX 2.5: straw with distinct strands, foliage that reads as leaves, physical ground litter, unretouched skin grain — identity, motion and sound untouched. Full method and calibrated expectations on the native repo; same-seed comparison stills attached. On Ampere (RTX 30/40) these GGUFs run 4–8x faster than the emulated 4-bit comfy-native arms — check your ComfyUI load log's "Native ops:"…

joeygambino/joyai-echo-ltx25-x-Z-Image-gguf on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-10-29T01:22:46.596Z

Inside the original model card — Document outline
  1. Joy-LTX 2.5 x Z-Image GGUF — surfaces, textures, fine details, foliage
  2. Files (K-quant ladder, Q2K → Q80)
  3. Same-seed comparisons (stock top row, graft bottom row - pause and look)

Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.

Documentation belongs to its respective authors. Reported project/model license: other. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

joeygambino/joyai-echo-ltx25-x-Z-Image-gguf is a text-to-video model repository published by joeygambino on Hugging Face. A library was not reported.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task
text-to-video
Library
Not reported
Recent downloads (30 days)
3,264
Cumulative likes
2
Hugging Face trending score
0
Reported safetensors parameters
Not reported
Architecture
Not reported
License
other
Access
Not gated by Hugging Face
Created
2026-08-24T11:44:04.000Z
Last modified
2026-08-24T12:20:50.000Z

Compatibility and lineage

Language coverage was not reported.

Reported base models: Lightricks/LTX-2.5

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

Use and evaluate

Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.

No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.

Model card and usage instructions

Model files and configuration

Community discussion

Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-10-06T06:40:00.709Z. Daily imports are snapshots, not real-time monitoring.

Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.

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