{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Model: openai/consistency-decoder","description":"OpenAI model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/bbc18bcf-31e8-409b-b0b7-753836d4eb59","json_url":"https://onlylabs.fyi/signals/bbc18bcf-31e8-409b-b0b7-753836d4eb59/signal.json","generated_at":"2026-06-11T03:27:50.892274+00:00","org":{"slug":"openai","name":"OpenAI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/openai","dossier_json_url":"https://onlylabs.fyi/labs/openai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/bbc18bcf-31e8-409b-b0b7-753836d4eb59","signal_json":"https://onlylabs.fyi/signals/bbc18bcf-31e8-409b-b0b7-753836d4eb59/signal.json","source":"https://huggingface.co/openai/consistency-decoder","lab_dossier":"https://onlylabs.fyi/labs/openai","lab_dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis":"https://onlylabs.fyi/analysis/openai","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"OpenAI published openai/consistency-decoder. 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To know more, refer to the [DALL-E 3 technical report](https://cdn.openai.com/papers/dall-e-3.pdf). To original code repository can be found [here](https://github.com/openai/consistencydecoder). Usage in 🧨 diffusers ```python import torch from diffusers import DiffusionPipeline, ConsistencyDecoderVAE vae = ConsistencyDecoderVAE.from_pretrained(\"openai/consistency-decoder\", torch_dtype=pipe.torch_dtype) pipe = StableDiffusionPipeline.from_pretrained( \"runwayml/stable-diffusion-v1-5\", vae=vae, torch_dtype=torch.float16 ).to(\"cuda\") pipe(\"horse\", generator=torch.manual_seed(0)).images ``` Results _(Taken from the original [code repository](https://github.com/openai/consistencydecoder))_ Examples Original Image | GAN Decoder | Consistency Decoder | :---:|:---:|:---:| ![Original Image](https://github.com/openai/consistencydecoder/blob/main/assets/gt1.png?raw=true) | ![GAN Image](https://github.com/openai/consistencydecoder/blob/main/assets/gan1.png?raw=true) | ![VAE..."},"evidence_pages":[{"url":"https://huggingface.co/openai/consistency-decoder/raw/main/README.md","final_url":"https://huggingface.co/openai/consistency-decoder/raw/main/README.md","title":"openai/consistency-decoder model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T03:27:50.892274+00:00","bytes":1854,"raw_path":"37cd8b257ff6c548b098fb78a4470409093689b6caa6fd8f42c6dc48237b45ed.md","content_hash":"9148cc7de5e7fcc621d25f3abd2313d36b49dd142fdaa4787d1c8148808d63b7","excerpt_chars":1200,"truncated":true,"excerpt":"--- library_name: diffusers tags: - stable-diffusion license: mit --- Consistency Decoder This is a decoder that can be used to improve decoding for Stable Diffusion VAEs. To know more, refer to the [DALL-E 3 technical report](https://cdn.openai.com/papers/dall-e-3.pdf). To original code repository can be found [here](https://github.com/openai/consistencydecoder). Usage in 🧨 diffusers ```python import torch from diffusers import DiffusionPipeline, ConsistencyDecoderVAE vae = ConsistencyDecoderVAE.from_pretrained(\"openai/consistency-decoder\", torch_dtype=pipe.torch_dtype) pipe = StableDiffusionPipeline.from_pretrained( \"runwayml/stable-diffusion-v1-5\", vae=vae, torch_dtype=torch.float16 ).to(\"cuda\") pipe(\"horse\", generator=torch.manual_seed(0)).images ``` Results _(Taken from the original [code repository](https://github.com/openai/consistencydecoder))_ Examples Original Image | GAN Decoder | Consistency Decoder | :---:|:---:|:---:| ![Original Image](https://github.com/openai/consistencydecoder/blob/main/assets/gt1.png?raw=true) | ![GAN Image](https://github.com/openai/consistencydecoder/blob/main/assets/gan1.png?raw=true) | ![VAE..."}],"related_signals":[{"id":"239c185c-418f-4fa4-bd06-074a18049703","url":"https://onlylabs.fyi/signals/239c185c-418f-4fa4-bd06-074a18049703","source_url":"https://huggingface.co/openai/circuit-sparsity","title":"openai/circuit-sparsity","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2025-12-11T22:39:34+00:00","first_seen_at":"2026-06-06T01:49:31.958342+00:00","date_source":"source"},{"id":"37cc0b35-3e6f-41bb-b0bc-665bd2fde466","url":"https://onlylabs.fyi/signals/37cc0b35-3e6f-41bb-b0bc-665bd2fde466","source_url":"https://huggingface.co/openai/gpt-oss-safeguard-20b","title":"openai/gpt-oss-safeguard-20b","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2025-09-18T18:51:08+00:00","first_seen_at":"2026-06-06T01:49:31.958342+00:00","date_source":"source"},{"id":"b91c1fc5-2c29-4067-aad3-9baaafbbbf36","url":"https://onlylabs.fyi/signals/b91c1fc5-2c29-4067-aad3-9baaafbbbf36","source_url":"https://huggingface.co/openai/gpt-oss-safeguard-120b","title":"openai/gpt-oss-safeguard-120b","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2025-09-18T18:50:45+00:00","first_seen_at":"2026-06-06T01:49:31.958342+00:00","date_source":"source"},{"id":"5a62cd03-7dce-4b00-83e5-179fff0f9e46","url":"https://onlylabs.fyi/signals/5a62cd03-7dce-4b00-83e5-179fff0f9e46","source_url":"https://huggingface.co/openai/whisper-large-v3-turbo","title":"openai/whisper-large-v3-turbo","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2024-10-01T07:39:28+00:00","first_seen_at":"2026-06-06T01:49:31.958342+00:00","date_source":"source"},{"id":"7c36332f-ccb7-40a3-8b3f-f6f5b4c3896c","url":"https://onlylabs.fyi/signals/7c36332f-ccb7-40a3-8b3f-f6f5b4c3896c","source_url":"https://huggingface.co/openai/whisper-large-v3","title":"openai/whisper-large-v3","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2023-11-07T18:41:14+00:00","first_seen_at":"2026-06-06T01:49:31.958342+00:00","date_source":"source"},{"id":"2d645b57-9c99-4def-ac2f-0aa289a3763f","url":"https://onlylabs.fyi/signals/2d645b57-9c99-4def-ac2f-0aa289a3763f","source_url":"https://huggingface.co/openai/diffusers-cd_imagenet64_l2","title":"openai/diffusers-cd_imagenet64_l2","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2023-07-05T14:02:55+00:00","first_seen_at":"2026-06-06T01:49:31.958342+00:00","date_source":"source"}]}