{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Repo: togethercomputer/tev1","description":"Together AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/20d2e601-0456-4f76-b5b3-aa22b31c0361","json_url":"https://onlylabs.fyi/signals/20d2e601-0456-4f76-b5b3-aa22b31c0361/signal.json","generated_at":"2026-10-12T17:29:45.797Z","evidence_latest_fetched_at":"2026-09-24T07:03:13.691154+00:00","signal_first_seen_at":"2026-09-24T07:00:57.091741+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/20d2e601-0456-4f76-b5b3-aa22b31c0361","signal_json":"https://onlylabs.fyi/signals/20d2e601-0456-4f76-b5b3-aa22b31c0361/signal.json","source":"https://github.com/togethercomputer/tev1","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/tev1 (Python). 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo togethercomputer/tev1 · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Together AI","predicate":"published repo","object":"togethercomputer/tev1","text":"Together AI published repo togethercomputer/tev1."},{"subject":"togethercomputer/tev1","predicate":"is classified as","object":"repo signal","text":"togethercomputer/tev1 is classified as repo signal."},{"subject":"togethercomputer/tev1","predicate":"belongs to","object":"repos desk","text":"togethercomputer/tev1 belongs to repos desk."},{"subject":"togethercomputer/tev1","predicate":"has context","object":"Python","text":"togethercomputer/tev1 has context Python."},{"subject":"togethercomputer/tev1","predicate":"has evidence coverage","object":"1 captured evidence page","text":"togethercomputer/tev1 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"20d2e601-0456-4f76-b5b3-aa22b31c0361","url":"https://onlylabs.fyi/signals/20d2e601-0456-4f76-b5b3-aa22b31c0361","json_url":"https://onlylabs.fyi/signals/20d2e601-0456-4f76-b5b3-aa22b31c0361/signal.json","source_url":"https://github.com/togethercomputer/tev1","title":"togethercomputer/tev1","summary":"Together AI published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","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","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/togethercomputer/tev1"]},"facets":{"repo":"togethercomputer/tev1","language":"Python"},"traction":{"github_stars":230,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/togethercomputer/tev1","final_url":"https://github.com/togethercomputer/tev1","title":"togethercomputer/tev1 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-24T07:03:13.691154+00:00","bytes":12237,"raw_path":"c6376cbcaac8f0c2507cd482faa2475dad5ed0cee64168b29332c84d45f5513e.json","content_hash":"b91baed6faa01f85e73bf69f638ca36744a307d995b1c4e9168c0f8ab958dae3","excerpt_chars":1200,"truncated":true,"excerpt":"togethercomputer/tev1 Description: Open-weight, Jev-inspired decision model finetuned on top of Qwen3.5 4B Language: Python License: MIT Stars: 23 Forks: 3 Open issues: 0 Created: 2026-09-23T17:39:43Z Pushed: 2026-09-24T00:20:18Z Default branch: main Fork: no Archived: no README: tev1-4B-experimental We fine-tuned **Qwen3.5-4B on Together AI** to make decisions: give it context, a question, and 2–24 options, and it returns one answer letter. We're calling it **tev1-4B-experimental**. This repo contains the data recipe, training example, and saved results so you can fine-tune your own decision model. - [Learn how to train your own classifier for $17](https://www.together.ai/blog/how-to-train-your-own-jev) - [Full model weights](https://huggingface.co/togethercomputer/Tev1-4B-experimental) ```text State Returns are allowed within 30 days. This purchase was 12 days ago. Question Is this return within the allowed window? Options A: Yes B: No C: Not enough information Answer A ``` The 4B run The latest recipe is called **new v1** in the files. It starts from base `Qwen/Qwen3.5-4B` and combines **37,840 unique training examples** with **4,568 validation examples**. 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