{"schema_version":"onlylabs.public_signal.v1","title":"Replicate Writing: A guide to prompting Llama 2","description":"Replicate writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/ab5660de-85fa-44d9-b7d9-2f957c1c1526","json_url":"https://onlylabs.fyi/signals/ab5660de-85fa-44d9-b7d9-2f957c1c1526/signal.json","generated_at":"2026-06-07T21:16:59.944362+00:00","org":{"slug":"replicate","name":"Replicate","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/replicate","dossier_json_url":"https://onlylabs.fyi/labs/replicate/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ab5660de-85fa-44d9-b7d9-2f957c1c1526","signal_json":"https://onlylabs.fyi/signals/ab5660de-85fa-44d9-b7d9-2f957c1c1526/signal.json","source":"https://replicate.com/blog/how-to-prompt-llama","lab_dossier":"https://onlylabs.fyi/labs/replicate","lab_dossier_json":"https://onlylabs.fyi/labs/replicate/dossier.json","analysis":"https://onlylabs.fyi/analysis/replicate","analysis_json":"https://onlylabs.fyi/analysis/replicate/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/replicate/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":"Replicate published A guide to prompting Llama 2. 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This talking signal gives public context for research themes, product direction, policy, or launch framing. 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In this post we’re going to cover everything I’ve learned while exploring Llama 2, including how to format chat prompts, when to use which Llama variant, when to use ChatGPT over Llama, how system prompts work, and some tips and tricks. There’s still much to be learned, but you should leave this post with a better understanding of how to be a Llama whisperer. 💡 Want to try an interactive version of this post? Check out our colab version . Contents System Prompts Ghost Attention Why should you care? How to Format Chat Prompts Wrap user input with [INST] [/INST] tags How to format prompts in production How to deal with context windows 7B v 13B v 70B What about the chat vs base variant? Prompting Tips Play with the temperature Tell Llama about tools it can use Get rid of the default system prompt Try telling Llama to think step-by-step or giving it an example What is Llama 2 better at than ChatGPT? In Conclusion What’s next? System Prompts 💡 A..."},"evidence_pages":[{"url":"https://replicate.com/blog/how-to-prompt-llama","final_url":"https://replicate.com/blog/how-to-prompt-llama","title":"A guide to prompting Llama 2","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:16:59.944362+00:00","bytes":102319,"raw_path":"793c59767aaca18156a09db708780aed5be0510db17f16e34bc11fb34ac8d5c5.html","content_hash":"e7ce403b8072485aedb7e9e756bb30e4601a1a41655ce170dd395e381f4750ff","excerpt_chars":1200,"truncated":true,"excerpt":"A guide to prompting Llama 2 – Replicate blog Replicate Blog A guide to prompting Llama 2 Posted August 14, 2023 by cbh123 A llama typing on a keyboard by stability-ai/sdxl Prompting large language models like Llama 2 is an art and a science. In this post we’re going to cover everything I’ve learned while exploring Llama 2, including how to format chat prompts, when to use which Llama variant, when to use ChatGPT over Llama, how system prompts work, and some tips and tricks. There’s still much to be learned, but you should leave this post with a better understanding of how to be a Llama whisperer. 💡 Want to try an interactive version of this post? Check out our colab version . Contents System Prompts Ghost Attention Why should you care? How to Format Chat Prompts Wrap user input with [INST] [/INST] tags How to format prompts in production How to deal with context windows 7B v 13B v 70B What about the chat vs base variant? Prompting Tips Play with the temperature Tell Llama about tools it can use Get rid of the default system prompt Try telling Llama to think step-by-step or giving it an example What is Llama 2 better at than ChatGPT? In Conclusion What’s next? System Prompts 💡 A..."}],"related_signals":[{"id":"d6e8d53e-0828-4603-8c02-de9ddc8bb0f3","url":"https://onlylabs.fyi/signals/d6e8d53e-0828-4603-8c02-de9ddc8bb0f3","source_url":"https://replicate.com/blog/grok-imagine","title":"How to prompt Grok Imagine Video 1.5","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-05-21T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"0e34b741-f8ae-4be3-ad69-15d851d6d977","url":"https://onlylabs.fyi/signals/0e34b741-f8ae-4be3-ad69-15d851d6d977","source_url":"https://replicate.com/blog/seedance-2","title":"How to make remarkable videos with Seedance 2.0","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-04-15T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"0e40f2b5-8bdf-4299-a1a4-2d6775485512","url":"https://onlylabs.fyi/signals/0e40f2b5-8bdf-4299-a1a4-2d6775485512","source_url":"https://replicate.com/blog/how-to-prompt-seedream-5","title":"How to prompt Seedream 5.0","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-24T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"f8e5c783-40af-4053-9996-6c859024e782","url":"https://onlylabs.fyi/signals/f8e5c783-40af-4053-9996-6c859024e782","source_url":"https://replicate.com/blog/recraft-v4","title":"Recraft V4: image generation with design taste","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2026-02-18T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"1e85c73e-e6ef-4abd-815f-1f3ead0721e2","url":"https://onlylabs.fyi/signals/1e85c73e-e6ef-4abd-815f-1f3ead0721e2","source_url":"https://replicate.com/blog/isaac-01","title":"Run Isaac 0.1 on Replicate","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-26T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"},{"id":"a9d0fd6c-269f-4086-9ca0-c8831c773577","url":"https://onlylabs.fyi/signals/a9d0fd6c-269f-4086-9ca0-c8831c773577","source_url":"https://replicate.com/blog/run-flux-2-on-replicate","title":"Run FLUX.2 on Replicate","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"replicate","name":"Replicate","category":"neocloud"},"occurred_at":"2025-11-25T00:00:00+00:00","first_seen_at":"2026-06-05T22:32:10.415923+00:00","date_source":"rss.item_date"}]}