{"schema_version":"onlylabs.public_signal.v1","title":"Tencent Hunyuan Repo: Tencent-Hunyuan/GEAR","description":"Tencent Hunyuan repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/5bfe8be5-2b67-47f5-88f5-a58b842f6900","json_url":"https://onlylabs.fyi/signals/5bfe8be5-2b67-47f5-88f5-a58b842f6900/signal.json","generated_at":"2026-07-26T18:51:20.097Z","evidence_latest_fetched_at":"2026-07-01T07:01:17.94668+00:00","signal_first_seen_at":"2026-07-01T07:00:50.709369+00:00","org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/tencent-hunyuan","dossier_json_url":"https://onlylabs.fyi/labs/tencent-hunyuan/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5bfe8be5-2b67-47f5-88f5-a58b842f6900","signal_json":"https://onlylabs.fyi/signals/5bfe8be5-2b67-47f5-88f5-a58b842f6900/signal.json","source":"https://github.com/Tencent-Hunyuan/GEAR","lab_dossier":"https://onlylabs.fyi/labs/tencent-hunyuan","lab_dossier_json":"https://onlylabs.fyi/labs/tencent-hunyuan/dossier.json","analysis":"https://onlylabs.fyi/analysis/tencent-hunyuan","analysis_json":"https://onlylabs.fyi/analysis/tencent-hunyuan/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/tencent-hunyuan/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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Tencent Hunyuan published Tencent-Hunyuan/GEAR (Python). 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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Up to **~10× faster** ImageNet gFID convergence, drop-in across **VQ / LFQ / IBQ** and text-to-image. ✨ Highlights - 🔗 **Guided end-to-end.** The soft-assignment bridge lets the AR *guide* the tokenizer, succeeding exactly where the straight-through estimator collapses; the next-token loss never touches the tokenizer. - 🔄 **Alignment flips to the AR.** Opposite of diffusion-side REPA (REPA-E / VA-VAE): the..."},"evidence_pages":[],"related_signals":[{"id":"37849095-23c6-4c50-a48e-824d5410b5f9","url":"https://onlylabs.fyi/signals/37849095-23c6-4c50-a48e-824d5410b5f9","source_url":"https://github.com/Tencent-Hunyuan/Hyra-results","title":"Tencent-Hunyuan/Hyra-results","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-07-17T02:27:25+00:00","first_seen_at":"2026-07-21T07:01:46.923579+00:00","date_source":"source"},{"id":"4e062d6c-442a-4294-ae43-eb3ea4573ed2","url":"https://onlylabs.fyi/signals/4e062d6c-442a-4294-ae43-eb3ea4573ed2","source_url":"https://github.com/Tencent-Hunyuan/Hy-Embodied-RxBrain-1.0","title":"Tencent-Hunyuan/Hy-Embodied-RxBrain-1.0","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-07-14T12:10:37+00:00","first_seen_at":"2026-07-15T07:00:50.527156+00:00","date_source":"source"},{"id":"755df894-cb0d-41ca-8bd4-594940bb1411","url":"https://onlylabs.fyi/signals/755df894-cb0d-41ca-8bd4-594940bb1411","source_url":"https://github.com/Tencent-Hunyuan/Hy3","title":"Tencent-Hunyuan/Hy3","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-07-02T12:48:04+00:00","first_seen_at":"2026-07-06T07:01:43.741965+00:00","date_source":"source"},{"id":"fb444f93-3fa4-420f-b520-be9dd79ad734","url":"https://onlylabs.fyi/signals/fb444f93-3fa4-420f-b520-be9dd79ad734","source_url":"https://github.com/Tencent-Hunyuan/HiLS-Attention","title":"Tencent-Hunyuan/HiLS-Attention","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-07-01T03:47:14+00:00","first_seen_at":"2026-07-08T07:00:50.179871+00:00","date_source":"source"},{"id":"1321f7b8-e26e-4452-b097-e552495e7637","url":"https://onlylabs.fyi/signals/1321f7b8-e26e-4452-b097-e552495e7637","source_url":"https://github.com/Tencent-Hunyuan/Rosetta-inference","title":"Tencent-Hunyuan/Rosetta-inference","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-06-26T03:31:42+00:00","first_seen_at":"2026-06-30T07:00:49.180113+00:00","date_source":"source"},{"id":"4d886b77-af77-40cd-aa14-3048bc8e64a8","url":"https://onlylabs.fyi/signals/4d886b77-af77-40cd-aa14-3048bc8e64a8","source_url":"https://github.com/Tencent-Hunyuan/Hy-Embodied-0.5-VLA","title":"Tencent-Hunyuan/Hy-Embodied-0.5-VLA","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-06-12T03:47:21+00:00","first_seen_at":"2026-06-15T07:00:47.347713+00:00","date_source":"source"}]}