{"schema_version":"onlylabs.public_signal.v1","title":"Baseten Repo: basetenlabs/falcon-7b-truss","description":"Baseten repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/ce1b0d35-c152-4728-a113-dd715926a8b9","json_url":"https://onlylabs.fyi/signals/ce1b0d35-c152-4728-a113-dd715926a8b9/signal.json","generated_at":"2026-06-11T04:09:54.209703+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/ce1b0d35-c152-4728-a113-dd715926a8b9","signal_json":"https://onlylabs.fyi/signals/ce1b0d35-c152-4728-a113-dd715926a8b9/signal.json","source":"https://github.com/basetenlabs/falcon-7b-truss","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/falcon-7b-truss (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo basetenlabs/falcon-7b-truss · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/basetenlabs/falcon-7b-truss","source_host":"github.com","occurred_at":"2023-06-02T18:47:01+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Baseten","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"basetenlabs/falcon-7b-truss","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"3","source":"traction"},{"label":"Watch term","value":"Infrastructure","source":"evidence"}],"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/basetenlabs/falcon-7b-truss"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:09:54.209703+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ce1b0d35-c152-4728-a113-dd715926a8b9/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":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/ce1b0d35-c152-4728-a113-dd715926a8b9/signal.json","required":true},{"label":"source","url":"https://github.com/basetenlabs/falcon-7b-truss","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":true},{"label":"topic_signals_json","url":null,"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 repo signal \"basetenlabs/falcon-7b-truss\" for neocloud strategy."},"semantic_triples":[{"subject":"Baseten","predicate":"published repo","object":"basetenlabs/falcon-7b-truss","text":"Baseten published repo basetenlabs/falcon-7b-truss."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"is classified as","object":"repo signal","text":"basetenlabs/falcon-7b-truss is classified as repo signal."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"belongs to","object":"repos desk","text":"basetenlabs/falcon-7b-truss belongs to repos desk."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has context","object":"Python","text":"basetenlabs/falcon-7b-truss has context Python."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has evidence coverage","object":"1 captured evidence page","text":"basetenlabs/falcon-7b-truss has evidence coverage 1 captured evidence page."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has captured page count","object":"1","text":"basetenlabs/falcon-7b-truss has captured page count 1."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has readable page count","object":"1","text":"basetenlabs/falcon-7b-truss has readable page count 1."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has related signal count","object":"6","text":"basetenlabs/falcon-7b-truss has related signal count 6."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"basetenlabs/falcon-7b-truss has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has source host","object":"github.com","text":"basetenlabs/falcon-7b-truss has source host github.com."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has lab","object":"Baseten","text":"basetenlabs/falcon-7b-truss has lab Baseten."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has signal desk","object":"repos","text":"basetenlabs/falcon-7b-truss has signal desk repos."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has source host","object":"github.com","text":"basetenlabs/falcon-7b-truss has source host github.com."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has repository","object":"basetenlabs/falcon-7b-truss","text":"basetenlabs/falcon-7b-truss has repository basetenlabs/falcon-7b-truss."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has language","object":"Python","text":"basetenlabs/falcon-7b-truss has language Python."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has stars","object":"3","text":"basetenlabs/falcon-7b-truss has stars 3."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has watch term","object":"Infrastructure","text":"basetenlabs/falcon-7b-truss has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Baseten published basetenlabs/falcon-7b-truss (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo basetenlabs/falcon-7b-truss · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Baseten","predicate":"published repo","object":"basetenlabs/falcon-7b-truss","text":"Baseten published repo basetenlabs/falcon-7b-truss."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"is classified as","object":"repo signal","text":"basetenlabs/falcon-7b-truss is classified as repo signal."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"belongs to","object":"repos desk","text":"basetenlabs/falcon-7b-truss belongs to repos desk."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has context","object":"Python","text":"basetenlabs/falcon-7b-truss has context Python."},{"subject":"basetenlabs/falcon-7b-truss","predicate":"has evidence coverage","object":"1 captured evidence page","text":"basetenlabs/falcon-7b-truss has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ce1b0d35-c152-4728-a113-dd715926a8b9","url":"https://onlylabs.fyi/signals/ce1b0d35-c152-4728-a113-dd715926a8b9","json_url":"https://onlylabs.fyi/signals/ce1b0d35-c152-4728-a113-dd715926a8b9/signal.json","source_url":"https://github.com/basetenlabs/falcon-7b-truss","title":"basetenlabs/falcon-7b-truss","summary":"Baseten 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":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2023-06-02T18:47:01+00:00","first_seen_at":"2026-06-05T22:32:13.368432+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/basetenlabs/falcon-7b-truss"]},"facets":{"repo":"basetenlabs/falcon-7b-truss","language":"Python"},"traction":{"github_stars":3,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/basetenlabs/falcon-7b-truss","final_url":"https://github.com/basetenlabs/falcon-7b-truss","title":"basetenlabs/falcon-7b-truss repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:54.209703+00:00","bytes":9855,"raw_path":"9822e44e1ac6ee64d1ecca9d6bfa8d116c5b405d312c96e3abccf2473582e57d.json","content_hash":"ffc93d6c57645ed1efe0e2d1c1e70306dc2712974ecc915fd2869b7c9ca2199e","excerpt_chars":1200,"truncated":true,"excerpt":"basetenlabs/falcon-7b-truss Description: Falcon 7b Language: Python Stars: 3 Forks: 2 Open issues: 0 Created: 2023-06-02T18:47:01Z Pushed: 2023-06-09T20:23:29Z Default branch: main Fork: no Archived: yes README: Falcon-7B Truss This repository packages [Falcon-7B](https://huggingface.co/tiiuae/falcon-7b) as a [Truss](https://truss.baseten.co). Falcon 7B is an LLM released by Technology Innovation Institute (TII). Utilizing this model for inference can be challenging given the hardware requirements. With Baseten and Truss, inference is dead simple. Deploying Falcon-7B We found this model runs reasonably fast on A10Gs; you can configure the hardware you'd like in the config.yaml. ```yaml ... resources: cpu: \"3\" memory: 14Gi use_gpu: true accelerator: A10G ... ``` Before deployment: 1. Make sure you have a Baseten account and API key. You can sign up for a Baseten account [here](https://app.baseten.co/signup). 2. Install Truss and the Baseten Python client: `pip install --upgrade baseten truss` 3. Authenticate your development environment with `baseten login` Deploying the Truss is easy; simply load it and push from a Python script: ```python import baseten import truss falcon_truss..."},"evidence_pages":[{"url":"https://github.com/basetenlabs/falcon-7b-truss","final_url":"https://github.com/basetenlabs/falcon-7b-truss","title":"basetenlabs/falcon-7b-truss repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:54.209703+00:00","bytes":9855,"raw_path":"9822e44e1ac6ee64d1ecca9d6bfa8d116c5b405d312c96e3abccf2473582e57d.json","content_hash":"ffc93d6c57645ed1efe0e2d1c1e70306dc2712974ecc915fd2869b7c9ca2199e","excerpt_chars":1200,"truncated":true,"excerpt":"basetenlabs/falcon-7b-truss Description: Falcon 7b Language: Python Stars: 3 Forks: 2 Open issues: 0 Created: 2023-06-02T18:47:01Z Pushed: 2023-06-09T20:23:29Z Default branch: main Fork: no Archived: yes README: Falcon-7B Truss This repository packages [Falcon-7B](https://huggingface.co/tiiuae/falcon-7b) as a [Truss](https://truss.baseten.co). Falcon 7B is an LLM released by Technology Innovation Institute (TII). Utilizing this model for inference can be challenging given the hardware requirements. With Baseten and Truss, inference is dead simple. Deploying Falcon-7B We found this model runs reasonably fast on A10Gs; you can configure the hardware you'd like in the config.yaml. ```yaml ... resources: cpu: \"3\" memory: 14Gi use_gpu: true accelerator: A10G ... ``` Before deployment: 1. Make sure you have a Baseten account and API key. You can sign up for a Baseten account [here](https://app.baseten.co/signup). 2. Install Truss and the Baseten Python client: `pip install --upgrade baseten truss` 3. Authenticate your development environment with `baseten login` Deploying the Truss is easy; simply load it and push from a Python script: ```python import baseten import truss falcon_truss..."}],"related_signals":[{"id":"fbfb1a0b-1a43-41c7-90fc-fb7e694241b9","url":"https://onlylabs.fyi/signals/fbfb1a0b-1a43-41c7-90fc-fb7e694241b9","source_url":"https://github.com/basetenlabs/tmp-animations","title":"basetenlabs/tmp-animations","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-04-20T18:52:35+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"9f3fab69-19c5-47d8-afb1-889157cdde8d","url":"https://onlylabs.fyi/signals/9f3fab69-19c5-47d8-afb1-889157cdde8d","source_url":"https://github.com/basetenlabs/baseten-skills","title":"basetenlabs/baseten-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-04-17T12:53:11+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"b6656077-16da-4beb-bc84-d7a55c7c72aa","url":"https://onlylabs.fyi/signals/b6656077-16da-4beb-bc84-d7a55c7c72aa","source_url":"https://github.com/basetenlabs/qwen3-nvfp4-benchmark","title":"basetenlabs/qwen3-nvfp4-benchmark","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-04-01T21:03:59+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"df709993-8360-4f6b-8473-0689a613e8df","url":"https://onlylabs.fyi/signals/df709993-8360-4f6b-8473-0689a613e8df","source_url":"https://github.com/basetenlabs/Megatron-Bridge","title":"basetenlabs/Megatron-Bridge","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-03-30T19:09:05+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"a8f557bf-93c4-42bf-8357-c5266a747173","url":"https://onlylabs.fyi/signals/a8f557bf-93c4-42bf-8357-c5266a747173","source_url":"https://github.com/basetenlabs/baseten-js","title":"basetenlabs/baseten-js","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-03-30T18:19:44+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"6e023ce6-4f2f-44ac-83ec-2e18c6cfa52a","url":"https://onlylabs.fyi/signals/6e023ce6-4f2f-44ac-83ec-2e18c6cfa52a","source_url":"https://github.com/basetenlabs/baseten-python","title":"basetenlabs/baseten-python","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-03-27T20:55:18+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"}]}