{"schema_version":"onlylabs.public_signal.v1","title":"Zhipu AI (GLM) Model: zai-org/Kaleido-14B-S2V","description":"Zhipu AI (GLM) model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/aacda9a0-d80c-4f4f-9e5d-48471039f783","json_url":"https://onlylabs.fyi/signals/aacda9a0-d80c-4f4f-9e5d-48471039f783/signal.json","generated_at":"2026-06-11T01:33:27.863617+00:00","org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/zhipu","dossier_json_url":"https://onlylabs.fyi/labs/zhipu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/aacda9a0-d80c-4f4f-9e5d-48471039f783","signal_json":"https://onlylabs.fyi/signals/aacda9a0-d80c-4f4f-9e5d-48471039f783/signal.json","source":"https://huggingface.co/zai-org/Kaleido-14B-S2V","lab_dossier":"https://onlylabs.fyi/labs/zhipu","lab_dossier_json":"https://onlylabs.fyi/labs/zhipu/dossier.json","analysis":"https://onlylabs.fyi/analysis/zhipu","analysis_json":"https://onlylabs.fyi/analysis/zhipu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/zhipu/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":"Zhipu AI (GLM) published zai-org/Kaleido-14B-S2V. 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charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T01:33:27.863617+00:00","bytes":1805,"raw_path":"bb31399a0ae255ef6a12fc03584127a41fcd9b790c06f1a11ba26f86fc28b783.md","content_hash":"ff05fd6db65269478a1f820a72b97a9fa5018508ec2a862b1681899837ffc65c","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: mit language: - en base_model: - Wan-AI/Wan2.1-T2V-14B --- KALEIDO: OPEN-SOURCED MULTI-SUBJECT REFERENCE VIDEO GENERATION MODEL This repository contains the official implementation of **Kaleido**, proposed in our paper: <a href=\"https://arxiv.org/abs/2510.18573#\"> <img src=\"https://img.shields.io/badge/arXiv-2510.18573-B31B1B.svg\" style=\"vertical-align: middle;\"> </a> Update and News * 2025.10.28: 🔥 We release the checkpoints of Kaleido-14B-S2V. * 2025.10.22: 🔥 We propose **Kaleido**, a novel multi-subject reference video generation model. * Checkpoints Download Use the following commands to download the model weights (We have integrated both Wan VAE and T5 modules into this checkpoint for convenience). ```bash Download the repository (skip automatic LFS file downloads) GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/Crilias/Kaleido-14B-S2V Enter the repository folder cd Kaleido-14B-S2V Merge the checkpoint files python merge_kaleido.py ``` Arrange the model files into the following structure: ```text . ├── Kaleido-14B-S2V │ ├── model │ │ └── .... │ ├── Wan2.1_VAE.pth │ │ │ └── umt5-xxl │ └── .... ├── configs ├── sat └── sgm ``` Citation If you find our work..."},"evidence_pages":[{"url":"https://huggingface.co/zai-org/Kaleido-14B-S2V/raw/main/README.md","final_url":"https://huggingface.co/zai-org/Kaleido-14B-S2V/raw/main/README.md","title":"zai-org/Kaleido-14B-S2V model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T01:33:27.863617+00:00","bytes":1805,"raw_path":"bb31399a0ae255ef6a12fc03584127a41fcd9b790c06f1a11ba26f86fc28b783.md","content_hash":"ff05fd6db65269478a1f820a72b97a9fa5018508ec2a862b1681899837ffc65c","excerpt_chars":1200,"truncated":true,"excerpt":"--- license: mit language: - en base_model: - Wan-AI/Wan2.1-T2V-14B --- KALEIDO: OPEN-SOURCED MULTI-SUBJECT REFERENCE VIDEO GENERATION MODEL This repository contains the official implementation of **Kaleido**, proposed in our paper: <a href=\"https://arxiv.org/abs/2510.18573#\"> <img src=\"https://img.shields.io/badge/arXiv-2510.18573-B31B1B.svg\" style=\"vertical-align: middle;\"> </a> Update and News * 2025.10.28: 🔥 We release the checkpoints of Kaleido-14B-S2V. * 2025.10.22: 🔥 We propose **Kaleido**, a novel multi-subject reference video generation model. * Checkpoints Download Use the following commands to download the model weights (We have integrated both Wan VAE and T5 modules into this checkpoint for convenience). ```bash Download the repository (skip automatic LFS file downloads) GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/Crilias/Kaleido-14B-S2V Enter the repository folder cd Kaleido-14B-S2V Merge the checkpoint files python merge_kaleido.py ``` Arrange the model files into the following structure: ```text . ├── Kaleido-14B-S2V │ ├── model │ │ └── .... │ ├── Wan2.1_VAE.pth │ │ │ └── umt5-xxl │ └── .... ├── configs ├── sat └── sgm ``` Citation If you find our work..."}],"related_signals":[{"id":"868269e7-f86e-47ba-bdf0-df7043ea921b","url":"https://onlylabs.fyi/signals/868269e7-f86e-47ba-bdf0-df7043ea921b","source_url":"https://huggingface.co/zai-org/SCAIL-2","title":"zai-org/SCAIL-2","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-06-09T07:18:27+00:00","first_seen_at":"2026-06-10T07:00:57.715408+00:00","date_source":"source"},{"id":"f4fb4df8-c759-44a5-bc98-bac22072971f","url":"https://onlylabs.fyi/signals/f4fb4df8-c759-44a5-bc98-bac22072971f","source_url":"https://huggingface.co/zai-org/GLM-5.1","title":"zai-org/GLM-5.1","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-04-03T09:28:47+00:00","first_seen_at":"2026-06-06T01:49:43.205485+00:00","date_source":"source"},{"id":"72ee3bf6-586a-49e7-8f29-133f219c9fb7","url":"https://onlylabs.fyi/signals/72ee3bf6-586a-49e7-8f29-133f219c9fb7","source_url":"https://huggingface.co/zai-org/GLM-5","title":"zai-org/GLM-5","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-02-11T04:55:46+00:00","first_seen_at":"2026-06-06T01:49:43.205485+00:00","date_source":"source"},{"id":"8ed36a7c-374b-4509-9f39-7362837a795c","url":"https://onlylabs.fyi/signals/8ed36a7c-374b-4509-9f39-7362837a795c","source_url":"https://huggingface.co/zai-org/GLM-OCR","title":"zai-org/GLM-OCR","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-01-30T04:24:21+00:00","first_seen_at":"2026-06-06T01:49:43.205485+00:00","date_source":"source"},{"id":"4df2cc6a-f8f6-4197-9766-c8ede6451b82","url":"https://onlylabs.fyi/signals/4df2cc6a-f8f6-4197-9766-c8ede6451b82","source_url":"https://huggingface.co/zai-org/GLM-4.7-Flash","title":"zai-org/GLM-4.7-Flash","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-01-19T06:28:10+00:00","first_seen_at":"2026-06-06T01:49:43.205485+00:00","date_source":"source"},{"id":"63a74604-38af-4f72-a107-9ed3b5efa558","url":"https://onlylabs.fyi/signals/63a74604-38af-4f72-a107-9ed3b5efa558","source_url":"https://huggingface.co/zai-org/GLM-Image","title":"zai-org/GLM-Image","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-01-08T09:39:56+00:00","first_seen_at":"2026-06-06T01:49:43.205485+00:00","date_source":"source"}]}