{"schema_version":"onlylabs.public_signal.v1","title":"Cerebras Model: cerebras/Cerebras-GPT-Intermediate","description":"Cerebras model signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/be2c5e38-3a0e-483b-b794-bdf87397ad50","json_url":"https://onlylabs.fyi/signals/be2c5e38-3a0e-483b-b794-bdf87397ad50/signal.json","generated_at":"2026-06-11T03:28:18.321102+00:00","org":{"slug":"cerebras","name":"Cerebras","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/cerebras","dossier_json_url":"https://onlylabs.fyi/labs/cerebras/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/be2c5e38-3a0e-483b-b794-bdf87397ad50","signal_json":"https://onlylabs.fyi/signals/be2c5e38-3a0e-483b-b794-bdf87397ad50/signal.json","source":"https://huggingface.co/cerebras/Cerebras-GPT-Intermediate","lab_dossier":"https://onlylabs.fyi/labs/cerebras","lab_dossier_json":"https://onlylabs.fyi/labs/cerebras/dossier.json","analysis":"https://onlylabs.fyi/analysis/cerebras","analysis_json":"https://onlylabs.fyi/analysis/cerebras/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cerebras/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/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Cerebras published cerebras/Cerebras-GPT-Intermediate. 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High-signal details: license apache-2.0 · 0 HF downloads. onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/cerebras/Cerebras-GPT-Intermediate","source_host":"huggingface.co","occurred_at":"2024-03-22T20:29:46+00:00","first_seen_at":"2026-06-06T01:49:47.331765+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Cerebras","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"Task","value":"text-generation","source":"model"},{"label":"License","value":"apache-2.0","source":"model"},{"label":"Downloads","value":"0","source":"traction"},{"label":"Likes","value":"0","source":"traction"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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://huggingface.co/cerebras/Cerebras-GPT-Intermediate/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:28:18.321102+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/be2c5e38-3a0e-483b-b794-bdf87397ad50/signal.json","dossier_json":"https://onlylabs.fyi/labs/cerebras/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/cerebras/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cerebras/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/releases/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 model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What shipped in this model artifact, and what evidence describes its capability, license, or traction?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related model signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","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/be2c5e38-3a0e-483b-b794-bdf87397ad50/signal.json","required":true},{"label":"source","url":"https://huggingface.co/cerebras/Cerebras-GPT-Intermediate","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/cerebras/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/cerebras/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/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 Cerebras's model signal \"cerebras/Cerebras-GPT-Intermediate\" for neocloud strategy."},"semantic_triples":[{"subject":"Cerebras","predicate":"published model","object":"cerebras/Cerebras-GPT-Intermediate","text":"Cerebras published model cerebras/Cerebras-GPT-Intermediate."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"is classified as","object":"model signal","text":"cerebras/Cerebras-GPT-Intermediate is classified as model signal."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"belongs to","object":"releases desk","text":"cerebras/Cerebras-GPT-Intermediate belongs to releases desk."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"has evidence coverage","object":"1 captured evidence page","text":"cerebras/Cerebras-GPT-Intermediate has evidence coverage 1 captured evidence page."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"has captured page count","object":"1","text":"cerebras/Cerebras-GPT-Intermediate has captured page count 1."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"has readable page count","object":"1","text":"cerebras/Cerebras-GPT-Intermediate has readable page count 1."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"has related signal count","object":"6","text":"cerebras/Cerebras-GPT-Intermediate has related signal count 6."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"cerebras/Cerebras-GPT-Intermediate has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"has source host","object":"huggingface.co","text":"cerebras/Cerebras-GPT-Intermediate has source host huggingface.co."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"has lab","object":"Cerebras","text":"cerebras/Cerebras-GPT-Intermediate has lab Cerebras."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"has signal desk","object":"releases","text":"cerebras/Cerebras-GPT-Intermediate has signal desk releases."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"has source host","object":"huggingface.co","text":"cerebras/Cerebras-GPT-Intermediate has source host huggingface.co."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"has task","object":"text-generation","text":"cerebras/Cerebras-GPT-Intermediate has task text-generation."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"has license","object":"apache-2.0","text":"cerebras/Cerebras-GPT-Intermediate has license apache-2.0."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"has downloads","object":"0","text":"cerebras/Cerebras-GPT-Intermediate has downloads 0."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"has likes","object":"0","text":"cerebras/Cerebras-GPT-Intermediate has likes 0."},{"subject":"cerebras/Cerebras-GPT-Intermediate","predicate":"has watch term","object":"RL environments","text":"cerebras/Cerebras-GPT-Intermediate has watch term RL environments."}]},"intelligence":{"signal_desk":"releases","answer":"Cerebras published cerebras/Cerebras-GPT-Intermediate. 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This causes a situation where users must either (1) enable `trust_remote_code=True` when loading the model or (2) acknowledge the warning about code execution upon loading the model. Uses and Limitations Intended Use The primary intended use is to further research into large language models. These models can be used as a foundation model for NLP, applications, ethics, and alignment research. Our primary intended users are researchers who are working to improve LLMs and practitioners seeking reference implementations, training setups, hyperparameters, or pre-trained models. We release these models with a fully permissive Apache license for the community to use freely. You may fine-tune and adapt..."},"evidence_pages":[{"url":"https://huggingface.co/cerebras/Cerebras-GPT-Intermediate/raw/main/README.md","final_url":"https://huggingface.co/cerebras/Cerebras-GPT-Intermediate/raw/main/README.md","title":"cerebras/Cerebras-GPT-Intermediate model card","http_status":200,"content_type":"text/plain; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T03:28:18.321102+00:00","bytes":3143,"raw_path":"07b525ac14c19c4bc342dba873cb7f6471f33b1826fbdc9f0b354a2845e0ba0d.md","content_hash":"7ec04807fa3e5faccddd6b1280e49fac91246671c624a8a6ec8ff8c61bacd396","excerpt_chars":1200,"truncated":true,"excerpt":"--- language: - en inference: false tags: - pytorch - causal-lm license: apache-2.0 datasets: - the_pile pipeline_tag: text-generation --- Intermediate Checkpoints <span style=\"color:red\"> Warning: the checkpoints in this repo are not fully trained model. </span> **For final model checkpoint, please see:** https://huggingface.co/cerebras/Cerebras-GPT-13B Usage of muP checkpoints Note: Transformers does not support muP for all models, so we need a custom model class (BTLM-3B-8k-base). This causes a situation where users must either (1) enable `trust_remote_code=True` when loading the model or (2) acknowledge the warning about code execution upon loading the model. Uses and Limitations Intended Use The primary intended use is to further research into large language models. These models can be used as a foundation model for NLP, applications, ethics, and alignment research. Our primary intended users are researchers who are working to improve LLMs and practitioners seeking reference implementations, training setups, hyperparameters, or pre-trained models. We release these models with a fully permissive Apache license for the community to use freely. You may fine-tune and adapt..."}],"related_signals":[{"id":"c043795d-d639-4f88-95c4-49025226c41b","url":"https://onlylabs.fyi/signals/c043795d-d639-4f88-95c4-49025226c41b","source_url":"https://huggingface.co/cerebras/Step-3.5-Flash-REAP-121B-A11B","title":"cerebras/Step-3.5-Flash-REAP-121B-A11B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cerebras","name":"Cerebras","category":"neocloud"},"occurred_at":"2026-02-25T07:11:20+00:00","first_seen_at":"2026-06-06T01:49:47.331765+00:00","date_source":"source"},{"id":"8e156f68-4602-4639-a2fe-608bfd8b83af","url":"https://onlylabs.fyi/signals/8e156f68-4602-4639-a2fe-608bfd8b83af","source_url":"https://huggingface.co/cerebras/Step-3.5-Flash-REAP-149B-A11B","title":"cerebras/Step-3.5-Flash-REAP-149B-A11B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cerebras","name":"Cerebras","category":"neocloud"},"occurred_at":"2026-02-25T07:05:37+00:00","first_seen_at":"2026-06-06T01:49:47.331765+00:00","date_source":"source"},{"id":"4853c7eb-6324-4e2c-9738-37b91aac9725","url":"https://onlylabs.fyi/signals/4853c7eb-6324-4e2c-9738-37b91aac9725","source_url":"https://huggingface.co/cerebras/GLM-4.7-Flash-REAP-23B-A3B","title":"cerebras/GLM-4.7-Flash-REAP-23B-A3B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cerebras","name":"Cerebras","category":"neocloud"},"occurred_at":"2026-01-23T05:26:34+00:00","first_seen_at":"2026-06-06T01:49:47.331765+00:00","date_source":"source"},{"id":"1fa7b9fc-581e-4b68-ba55-7d2a6fe8a66e","url":"https://onlylabs.fyi/signals/1fa7b9fc-581e-4b68-ba55-7d2a6fe8a66e","source_url":"https://huggingface.co/cerebras/GLM-4.7-REAP-218B-A32B","title":"cerebras/GLM-4.7-REAP-218B-A32B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cerebras","name":"Cerebras","category":"neocloud"},"occurred_at":"2026-01-10T20:39:01+00:00","first_seen_at":"2026-06-06T01:49:47.331765+00:00","date_source":"source"},{"id":"4b7077fd-5f99-4436-8f33-64f484682473","url":"https://onlylabs.fyi/signals/4b7077fd-5f99-4436-8f33-64f484682473","source_url":"https://huggingface.co/cerebras/GLM-4.7-REAP-268B-A32B","title":"cerebras/GLM-4.7-REAP-268B-A32B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cerebras","name":"Cerebras","category":"neocloud"},"occurred_at":"2026-01-10T20:34:42+00:00","first_seen_at":"2026-06-06T01:49:47.331765+00:00","date_source":"source"},{"id":"65aa0627-3cbf-453f-98f2-186a94b643f0","url":"https://onlylabs.fyi/signals/65aa0627-3cbf-453f-98f2-186a94b643f0","source_url":"https://huggingface.co/cerebras/DeepSeek-V3.2-REAP-345B-A37B","title":"cerebras/DeepSeek-V3.2-REAP-345B-A37B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"cerebras","name":"Cerebras","category":"neocloud"},"occurred_at":"2025-12-09T13:48:42+00:00","first_seen_at":"2026-06-06T01:49:47.331765+00:00","date_source":"source"}]}