{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Repo: togethercomputer/HybridAgent","description":"Together AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/8450e062-f90c-4a6e-936d-8ed7a943d44d","json_url":"https://onlylabs.fyi/signals/8450e062-f90c-4a6e-936d-8ed7a943d44d/signal.json","generated_at":"2026-10-24T20:21:06.794Z","evidence_latest_fetched_at":"2026-10-13T07:03:56.827626+00:00","signal_first_seen_at":"2026-10-13T07:01:03.185043+00:00","org":{"slug":"together-ai","name":"Together AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/together-ai","dossier_json_url":"https://onlylabs.fyi/labs/together-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/8450e062-f90c-4a6e-936d-8ed7a943d44d","signal_json":"https://onlylabs.fyi/signals/8450e062-f90c-4a6e-936d-8ed7a943d44d/signal.json","source":"https://github.com/togethercomputer/HybridAgent","lab_dossier":"https://onlylabs.fyi/labs/together-ai","lab_dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/together-ai","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-ai/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Together AI published togethercomputer/HybridAgent (Python). 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A lightweight **HybridLink** maps last-layer hidden states back into the input-embedding space, so the agent can enter **latent mode** for fast, inspectable inner thinking and return to **text mode** for tool calls, final answers and external monitoring. The complete hybrid context of text, latent thoughts and tool observations is carried across turns through the agent's own **working memory**, and every latent thought can be rendered as readable pseudo-text. This repository contains the method: the hybrid generation engine with Python and search tools, the **HybridSFT** and **HybridRL** post-training stages, batch inference, and the **Interpretable Latent Mode** inspector. ⚙️ Installation ```bash git clone https://github.com/togethercomputer/HybridAgent.git && cd HybridAgent conda create -n hybridagent python=3.11 -y && conda activate..."},"evidence_pages":[],"related_signals":[{"id":"ee58c2c2-28d7-4f0b-a62a-3d45138abd98","url":"https://onlylabs.fyi/signals/ee58c2c2-28d7-4f0b-a62a-3d45138abd98","source_url":"https://github.com/togethercomputer/post-training-cookbook","title":"togethercomputer/post-training-cookbook","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-10-12T19:39:56+00:00","first_seen_at":"2026-10-13T07:01:03.185043+00:00","date_source":"source"},{"id":"20d2e601-0456-4f76-b5b3-aa22b31c0361","url":"https://onlylabs.fyi/signals/20d2e601-0456-4f76-b5b3-aa22b31c0361","source_url":"https://github.com/togethercomputer/tev1","title":"togethercomputer/tev1","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-09-23T17:39:43+00:00","first_seen_at":"2026-09-24T07:00:57.091741+00:00","date_source":"source"},{"id":"279e7297-87a8-4410-94b9-b31f6b6a94c7","url":"https://onlylabs.fyi/signals/279e7297-87a8-4410-94b9-b31f6b6a94c7","source_url":"https://github.com/togethercomputer/oss-digest","title":"togethercomputer/oss-digest","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-08-07T23:14:51+00:00","first_seen_at":"2026-08-08T07:00:52.227105+00:00","date_source":"source"},{"id":"8c10a6e8-4316-4a42-b499-437be1d649d5","url":"https://onlylabs.fyi/signals/8c10a6e8-4316-4a42-b499-437be1d649d5","source_url":"https://github.com/togethercomputer/together-higgsfield-wan-service","title":"togethercomputer/together-higgsfield-wan-service","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-07-28T22:49:32+00:00","first_seen_at":"2026-07-29T07:01:47.896225+00:00","date_source":"source"},{"id":"3bb765b8-e1c4-420e-b0a7-9c59b6daeb5c","url":"https://onlylabs.fyi/signals/3bb765b8-e1c4-420e-b0a7-9c59b6daeb5c","source_url":"https://github.com/togethercomputer/hello-world","title":"togethercomputer/hello-world","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-07-22T22:16:09+00:00","first_seen_at":"2026-07-23T07:00:57.627793+00:00","date_source":"source"},{"id":"ac01c0fd-35b6-4d55-a97c-963f3e0943c7","url":"https://onlylabs.fyi/signals/ac01c0fd-35b6-4d55-a97c-963f3e0943c7","source_url":"https://github.com/togethercomputer/abacus-game","title":"togethercomputer/abacus-game","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-07-15T09:30:53+00:00","first_seen_at":"2026-07-16T07:01:47.199769+00:00","date_source":"source"}]}