{"id":40420,"date":"2026-04-15T10:27:09","date_gmt":"2026-04-15T08:27:09","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/which-llm-behavior-datasets-would-you-actually-want-tool-use-grounding-multi-step-etc\/"},"modified":"2026-04-15T10:27:09","modified_gmt":"2026-04-15T08:27:09","slug":"which-llm-behavior-datasets-would-you-actually-want-tool-use-grounding-multi-step-etc","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/which-llm-behavior-datasets-would-you-actually-want-tool-use-grounding-multi-step-etc\/","title":{"rendered":"Which LLM Behavior Datasets Would You Actually Want? (tool Use, Grounding, Multi-step, Etc.)"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Quick question for folks here working with LLMs<\/p>\n<p>If you could get <strong>ready-to-use, behavior-specific datasets<\/strong>, what would you actually want?<\/p>\n<p>I\u2019ve been building Dino Dataset around \u201clanes\u201d (each lane trains a specific behavior instead of mixing everything), and now I\u2019m trying to prioritize what to release next based on real demand.<\/p>\n<p>Some example lanes \/ bundles we\u2019re exploring:<\/p>\n<p><strong>Single lanes:<\/strong><\/p>\n<ul>\n<li>Structured outputs (strict JSON \/ schema consistency)<\/li>\n<li>Tool \/ API calling (reliable function execution)<\/li>\n<li>Grounding (staying tied to source data)<\/li>\n<li>Conciseness (less verbosity, tighter responses)<\/li>\n<li>Multi-step reasoning + retries<\/li>\n<\/ul>\n<p><strong>Automation-focused bundles:<\/strong><\/p>\n<ul>\n<li><strong>Agent Ops Bundle<\/strong> \u2192 tool use + retries + decision flows<\/li>\n<li><strong>Data Extraction Bundle<\/strong> \u2192 structured outputs + grounding (invoices, finance, docs)<\/li>\n<li><strong>Search + Answer Bundle<\/strong> \u2192 retrieval + grounding + summarization<\/li>\n<li><strong>Connector \/ Actions Bundle<\/strong> \u2192 API calling + workflow chaining<\/li>\n<\/ul>\n<p>The idea is you shouldn\u2019t have to retrain entire models every time, just plug in the behavior you need.<\/p>\n<p>Curious what people here would actually want to use:<\/p>\n<ul>\n<li>Which lane would be most valuable for you right now?<\/li>\n<li>Any specific workflow you\u2019re struggling with?<\/li>\n<li>Would you prefer single lanes or bundled \u201cuse-case packs\u201d?<\/li>\n<\/ul>\n<p>Trying to build this based on real needs, not guesses.<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/JayPatel24_\"> \/u\/JayPatel24_ <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1slz65i\/which_llm_behavior_datasets_would_you_actually\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1slz65i\/which_llm_behavior_datasets_would_you_actually\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-40420 jlk' href='javascript:void(0)' data-task='like' data-post_id='40420' data-nonce='65e0e39b87' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-40420 lc'>0<\/span><\/a><\/div><\/div> <div class='status-40420 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Quick question for folks here working with LLMs If you could get ready-to-use, behavior-specific datasets, what would&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-40420","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/40420","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=40420"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/40420\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=40420"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=40420"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=40420"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}