{"schema_version":"onlylabs.public_signal.v1","title":"Baseten Repo: basetenlabs/talkie-facts-replication","description":"Baseten repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f3faa498-36df-4992-b859-23477cdbb417","json_url":"https://onlylabs.fyi/signals/f3faa498-36df-4992-b859-23477cdbb417/signal.json","generated_at":"2026-10-24T20:20:37.036Z","evidence_latest_fetched_at":"2026-10-13T07:04:11.068462+00:00","signal_first_seen_at":"2026-10-13T07:00:36.626911+00:00","org":{"slug":"baseten","name":"Baseten","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/baseten","dossier_json_url":"https://onlylabs.fyi/labs/baseten/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/f3faa498-36df-4992-b859-23477cdbb417","signal_json":"https://onlylabs.fyi/signals/f3faa498-36df-4992-b859-23477cdbb417/signal.json","source":"https://github.com/basetenlabs/talkie-facts-replication","lab_dossier":"https://onlylabs.fyi/labs/baseten","lab_dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis":"https://onlylabs.fyi/analysis/baseten","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/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":"Baseten published basetenlabs/talkie-facts-replication (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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We write twenty real 2011–2019 sports facts, one at a time, into [talkie-1930-13b-it](https://huggingface.co/talkie-lm/talkie-1930-13b-it), a 13B model trained only on text published before 1931. Each write trains a fresh rank-16 LoRA on one fact and merges it into the BF16 weights before the next. After every write we score five held-out recall questions per fact. We then delete individual writes and relearn lost facts to test whether forgotten facts are still in the weights. This repository covers the main experiment (Figures 1, 2, 4 and 6). The scale-up experiments (Figures 3, 5C and 7) are not included. Contents | Path | What it is |..."},"evidence_pages":[],"related_signals":[{"id":"b9ffaa90-8734-4cfd-96d2-1f9f0165db8e","url":"https://onlylabs.fyi/signals/b9ffaa90-8734-4cfd-96d2-1f9f0165db8e","source_url":"https://github.com/basetenlabs/ml-cookbook","title":"basetenlabs/ml-cookbook","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-10-19T23:26:46+00:00","first_seen_at":"2026-10-20T07:00:35.955219+00:00","date_source":"source"},{"id":"4e6516f8-f49b-445f-80f0-ab874106f2f8","url":"https://onlylabs.fyi/signals/4e6516f8-f49b-445f-80f0-ab874106f2f8","source_url":"https://github.com/basetenlabs/relex-replication","title":"basetenlabs/relex-replication","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-10-02T20:53:59+00:00","first_seen_at":"2026-10-05T07:00:35.23423+00:00","date_source":"source"},{"id":"d5bd6264-b834-440d-bf5e-ca461381106b","url":"https://onlylabs.fyi/signals/d5bd6264-b834-440d-bf5e-ca461381106b","source_url":"https://github.com/basetenlabs/baseten-bdn","title":"basetenlabs/baseten-bdn","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-09-11T22:02:35+00:00","first_seen_at":"2026-09-23T07:00:36.710318+00:00","date_source":"source"},{"id":"f4f0fd7e-d42a-4cb3-ac08-387687b62e65","url":"https://onlylabs.fyi/signals/f4f0fd7e-d42a-4cb3-ac08-387687b62e65","source_url":"https://github.com/basetenlabs/terraform-provider-baseten","title":"basetenlabs/terraform-provider-baseten","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-08-18T16:04:25+00:00","first_seen_at":"2026-08-27T07:01:30.176581+00:00","date_source":"source"},{"id":"36db372f-981c-4fc7-ba85-3914a19f4bec","url":"https://onlylabs.fyi/signals/36db372f-981c-4fc7-ba85-3914a19f4bec","source_url":"https://github.com/basetenlabs/Hack-the-North-2026","title":"basetenlabs/Hack-the-North-2026","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-08-18T01:50:30+00:00","first_seen_at":"2026-09-11T07:00:35.718784+00:00","date_source":"source"},{"id":"29150fa7-598f-466b-96c3-afc34eefb3ad","url":"https://onlylabs.fyi/signals/29150fa7-598f-466b-96c3-afc34eefb3ad","source_url":"https://github.com/basetenlabs/baseten-switch","title":"basetenlabs/baseten-switch","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-27T21:25:23+00:00","first_seen_at":"2026-07-28T07:00:36.283493+00:00","date_source":"source"}]}