{"schema_version":"onlylabs.public_signal.v1","title":"Baseten Writing: How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","description":"Baseten writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/bcd1e88a-685b-4d17-b7e4-894bf4821444","json_url":"https://onlylabs.fyi/signals/bcd1e88a-685b-4d17-b7e4-894bf4821444/signal.json","generated_at":"2026-06-26T23:22:01.746Z","evidence_latest_fetched_at":null,"signal_first_seen_at":"2026-06-26T20:26:31.080988+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/bcd1e88a-685b-4d17-b7e4-894bf4821444","signal_json":"https://onlylabs.fyi/signals/bcd1e88a-685b-4d17-b7e4-894bf4821444/signal.json","source":"https://www.baseten.co/blog/how-to-fine-tune-gpt-oss-120b-with-baseten-and-axolotl/","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":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Baseten published How To Fine Tune Gpt Oss 120b With Baseten And Axolotl. This talking signal gives public context for research themes, product direction, policy, or launch framing. onlylabs links this event to 0 captured evidence pages and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://www.baseten.co/blog/how-to-fine-tune-gpt-oss-120b-with-baseten-and-axolotl/","source_host":"baseten.co","occurred_at":"2025-08-18T23:53:03+00:00","first_seen_at":"2026-06-26T20:26:31.080988+00:00","date_source":"sitemap.lastmod","context":null},"context_markers":[{"label":"Lab","value":"Baseten","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"baseten.co","source":"source"}],"evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://www.baseten.co/blog/how-to-fine-tune-gpt-oss-120b-with-baseten-and-axolotl/"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://www.baseten.co/blog/how-to-fine-tune-gpt-oss-120b-with-baseten-and-axolotl/"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":null},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/bcd1e88a-685b-4d17-b7e4-894bf4821444/signal.json","dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/bcd1e88a-685b-4d17-b7e4-894bf4821444/signal.json","required":true},{"label":"source","url":"https://www.baseten.co/blog/how-to-fine-tune-gpt-oss-120b-with-baseten-and-axolotl/","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baseten/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baseten/evidence.json","required":false},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Baseten's writing signal \"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl\" for neocloud strategy."},"semantic_triples":[{"subject":"Baseten","predicate":"published","object":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","text":"Baseten published How To Fine Tune Gpt Oss 120b With Baseten And Axolotl."},{"subject":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","predicate":"is classified as","object":"writing signal","text":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl is classified as writing signal."},{"subject":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","predicate":"belongs to","object":"talking desk","text":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl belongs to talking desk."},{"subject":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl has evidence coverage 0 captured evidence pages."},{"subject":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","predicate":"has captured page count","object":"0","text":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl has captured page count 0."},{"subject":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","predicate":"has readable page count","object":"0","text":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl has readable page count 0."},{"subject":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","predicate":"has related signal count","object":"6","text":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl has related signal count 6."},{"subject":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","predicate":"has source host","object":"baseten.co","text":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl has source host baseten.co."},{"subject":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","predicate":"has lab","object":"Baseten","text":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl has lab Baseten."},{"subject":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","predicate":"has signal desk","object":"talking","text":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl has signal desk talking."},{"subject":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","predicate":"has source host","object":"baseten.co","text":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl has source host baseten.co."}]},"intelligence":{"signal_desk":"talking","answer":"Baseten published How To Fine Tune Gpt Oss 120b With Baseten And Axolotl. This talking signal gives public context for research themes, product direction, policy, or launch framing. onlylabs links this event to 0 captured evidence pages and 6 related writing signals.","semantic_triples":[{"subject":"Baseten","predicate":"published","object":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","text":"Baseten published How To Fine Tune Gpt Oss 120b With Baseten And Axolotl."},{"subject":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","predicate":"is classified as","object":"writing signal","text":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl is classified as writing signal."},{"subject":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","predicate":"belongs to","object":"talking desk","text":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl belongs to talking desk."},{"subject":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","predicate":"has evidence coverage","object":"0 captured evidence pages","text":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl has evidence coverage 0 captured evidence pages."}]},"signal":{"id":"bcd1e88a-685b-4d17-b7e4-894bf4821444","url":"https://onlylabs.fyi/signals/bcd1e88a-685b-4d17-b7e4-894bf4821444","json_url":"https://onlylabs.fyi/signals/bcd1e88a-685b-4d17-b7e4-894bf4821444/signal.json","source_url":"https://www.baseten.co/blog/how-to-fine-tune-gpt-oss-120b-with-baseten-and-axolotl/","title":"How To Fine Tune Gpt Oss 120b With Baseten And Axolotl","summary":"Baseten published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2025-08-18T23:53:03+00:00","first_seen_at":"2026-06-26T20:26:31.080988+00:00","date_source":"sitemap.lastmod","evidence_coverage":{"target_pages":1,"captured_pages":0,"readable_pages":0,"capture_methods":[],"missing_page_urls":["https://www.baseten.co/blog/how-to-fine-tune-gpt-oss-120b-with-baseten-and-axolotl/"],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://www.baseten.co/blog/how-to-fine-tune-gpt-oss-120b-with-baseten-and-axolotl/"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":null,"evidence_pages":[],"related_signals":[{"id":"a3a2d7ae-29f8-43fe-883e-895d650d06ba","url":"https://onlylabs.fyi/signals/a3a2d7ae-29f8-43fe-883e-895d650d06ba","source_url":"https://www.baseten.co/blog/ai-training-vs-inference/","title":"Ai Training Vs Inference","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-06-25T20:33:01+00:00","first_seen_at":"2026-06-26T20:26:31.080988+00:00","date_source":"sitemap.lastmod"},{"id":"d547d503-a119-49f0-8536-e189cc071ebd","url":"https://onlylabs.fyi/signals/d547d503-a119-49f0-8536-e189cc071ebd","source_url":"https://www.baseten.co/resources/changelog/async-log-downloads/","title":"Async Log Downloads","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-06-25T18:46:49+00:00","first_seen_at":"2026-06-26T20:26:31.080988+00:00","date_source":"sitemap.lastmod"},{"id":"7feda2eb-5ae5-4333-b689-4bf60aeb58a7","url":"https://onlylabs.fyi/signals/7feda2eb-5ae5-4333-b689-4bf60aeb58a7","source_url":"https://www.baseten.co/blog/live-draft-model-training-for-speculative-decoding/","title":"Live Draft Model Training For Speculative Decoding","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-06-25T14:23:27+00:00","first_seen_at":"2026-06-26T20:26:31.080988+00:00","date_source":"sitemap.lastmod"},{"id":"440dc7f5-0223-4590-9174-c34d28b0275c","url":"https://onlylabs.fyi/signals/440dc7f5-0223-4590-9174-c34d28b0275c","source_url":"https://www.baseten.co/resources/changelog/model-deprecation-deepseek-v31-minimax-m25/","title":"Model Deprecation Deepseek V31 Minimax M25","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-06-24T21:55:40+00:00","first_seen_at":"2026-06-26T20:26:31.080988+00:00","date_source":"sitemap.lastmod"},{"id":"9dd15ab6-22da-4153-a4d2-6bada3944234","url":"https://onlylabs.fyi/signals/9dd15ab6-22da-4153-a4d2-6bada3944234","source_url":"https://www.baseten.co/blog/how-to-run-glm-52-in-any-harness/","title":"How To Run Glm 52 In Any Harness","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-06-24T00:00:00+00:00","first_seen_at":"2026-06-26T20:26:31.080988+00:00","date_source":"sitemap.lastmod"},{"id":"054c390b-737d-4921-8f4a-eff7a4bcab14","url":"https://onlylabs.fyi/signals/054c390b-737d-4921-8f4a-eff7a4bcab14","source_url":"https://www.baseten.co/blog/how-we-built-the-worlds-fastest-api-for-glm-52/","title":"How We Built The Worlds Fastest Api For Glm 52","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-06-23T00:04:46+00:00","first_seen_at":"2026-06-26T20:26:31.080988+00:00","date_source":"sitemap.lastmod"}]}