fyxfelixfu/consistentDMD

AI model by fyxfelixfu

Older snapshot: check the original source for current information.

From the publisher

Model card & documentation

Source preview

Read the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.

This is the official PyTorch checkpoint repository for Consistent Distribution Matching for Data-Free Diffusion Distillation. Project page: https://consistentdmd.github.io/ Code: https://github.com/felix-yuxiang/CDMD This release contains one LightningDiT-teacher CDMD student for class-conditional ImageNet 256×256 generation. The same student produces the project page's 2.04 / 1.62 / 1.37 FID results with 1 / 2 / 4 Euler steps. Each step is one network evaluation; inference uses no classifier-free guidance pair or teacher model. The statistics for this model are .pt and .npz files; no statistics .pkl is required. The compact checkpoint contains no optimizer, teacher, or training history and cannot resume training. Its implementation configuration is LightningDiT-XL/1, dmfdepth=10, with 32-channel 16×16 VA-VAE latents and 1,000 classes. The required VA-VAE decoder is downloaded separately by the code's asset script. The two statistics files are unmodified copies from Peterande/FACM at revision b7b5fee6d3f43347883d0fe6f9f357e3068375b8. assets.json records their upstream revision, sizes, and SHA-256 hashes, together with the decoder and…

fyxfelixfu/consistentDMD on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-10-31T15:59:22.413Z

Inside the original model card — Document outline

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

Links from the model card

References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.

CC BY-NC-SA 4.0 license

Documentation belongs to its respective authors. Reported project/model license: cc-by-nc-sa-4.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

fyxfelixfu/consistentDMD is a task-unspecified model repository published by fyxfelixfu 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: Not reported
Library: Not reported
Recent downloads (30 days): 0
Cumulative likes: 1
Hugging Face trending score: 1
Reported safetensors parameters: Not reported
Architecture: Not reported
License: cc-by-nc-sa-4.0
Access: Not gated by Hugging Face
Created: 2026-10-18T06:31:39.000Z
Last modified: 2026-10-18T06:42:00.000Z

Compatibility and lineage

Language coverage was not reported.

Base-model lineage was not included.

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 2026-10-18T06:43:02.030Z. Daily imports are snapshots, not real-time monitoring.

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

Open original source