{"id":3608,"date":"2026-08-10T23:56:00","date_gmt":"2026-08-10T23:56:00","guid":{"rendered":"https:\/\/futurenews24.com\/index.php\/2026\/08\/10\/atom-everything-41\/"},"modified":"2026-08-11T21:59:08","modified_gmt":"2026-08-11T21:59:08","slug":"atom-everything-41","status":"publish","type":"post","link":"https:\/\/futurenews24.com\/index.php\/2026\/08\/10\/atom-everything-41\/","title":{"rendered":"Introducing Muse Glimmer"},"content":{"rendered":"<p><br \/>\n<\/p>\n<div data-permalink-context=\"\/2026\/Aug\/10\/introducing-muse-glimmer\/\">\n<p>Introducing Muse Glimmer (by way of) Meta are again within the open weights recreation! Muse Glimmer is a model new 30B mannequin below a clear Apache 2.0 license (a step up from the janky Llama licenses of previous).<\/p>\n<p>They declare to have optimized it for precisely the form of issues I am on the lookout for in an area mannequin:<\/p>\n<blockquote>\n<p>Finish-to-end Agentic Process Completion. Muse\u00a0Glimmer achieves robust success charges on full-task benchmarks together with DeepSearch QA, MCP-Atlas, \ud835\uded5-Bench and SWE-Bench, which measure its potential to work inside scaffolds, write and debug code, and resolve multi-turn requests from begin to end.<br \/>\nDependable Software Use. The mannequin handles a variety of operate calls, invoking instruments with exact schemas all through prolonged workflows.<br \/>\nMulti-Step Reasoning. Muse\u00a0Glimmer chains reasoning over lengthy horizons, sustaining coherent plans throughout advanced, prolonged workflows. [&#8230;]<\/p>\n<\/blockquote>\n<p>Here is a pelican which I generated utilizing LM Studio&#8217;s 18.16 GB model of the mannequin:<\/p>\n<p><img decoding=\"async\" alt=\"All the pieces are there but they are pretty jumbled together.\" src=\"https:\/\/static.simonwillison.net\/static\/2026\/glimmer-pelican.png\"\/><\/p>\n<p>I additionally tried it out with my llm-coding-agent plugin, operating towards a recent checkout of Datasette with the immediate:<\/p>\n<blockquote>\n<p>how does auth work?<\/p>\n<\/blockquote>\n<p>Here is the response, on the finish of an extended transcript exhibiting the entire software calls it made to discover the codebase. I ran this utilizing llm-lmstudio with this patch utilized to improve it for compatibility with LLM 0.32.<\/p>\n<p>I actually like this measurement of mannequin, as a result of if a machine has 32 GB of RAM or extra (mine has 128GB) it leaves loads of area for operating different purposes on the similar time.<\/p>\n<p>Glimmer is a imaginative and prescient mannequin, so I requested it to explain this picture:<\/p>\n<p>llm -m lmstudio\/meta\/muse-glimmer -a https:\/\/static.inaturalist.org\/pictures\/714731804\/giant.jpg &#8216;describe picture&#8217;<\/p>\n<p><img decoding=\"async\" alt=\"Two pelicans on some rocks\" src=\"https:\/\/static.simonwillison.net\/static\/2026\/pelicans-on-rocks.jpg\"\/><\/p>\n<p>Here is what I acquired again:<\/p>\n<blockquote>\n<p>The {photograph} reveals a rocky, breakwater-style shoreline on an overcast day with a clean, grey physique of water and a faint dock\/pier line within the soft-focused background.<\/p>\n<p>Within the foreground two giant brown pelicans, Pelecanus occidentalis, are perched on the jumbled gray-white stones. They&#8217;ve the species\u2019 attribute lengthy, down-curved yellow-orange payments with a big throat pouch, lengthy slender necks and mottled brown-gray plumage on the again and wings. The pelican on the left is turned barely towards the digicam and seems to be preening or resting its invoice towards its chest; a pale, whitish patch is seen on the crown and nape and a small crest of feathers is raised. The pelican on the appropriate faces principally ahead\/proper, its head up, invoice pointing down and to the appropriate, with the identical pale head markings and the barred, darker wing feathers clearly seen.<\/p>\n<p>Scattered among the many rocks across the two pelicans are a number of a lot smaller darkish birds \u2014 gulls\/tern-like birds in muted brown-gray plumage. One darkish hen sits on the far left on a rock, one other brownish hen stands to the appropriate of the right-hand pelican, a grayish hen with a reddish invoice is within the decrease proper foreground, and an extra small darkish hen is on the excessive proper fringe of the body. <\/p>\n<p>The general gentle is flat and subtle, giving the water and sky a muted, virtually monochromatic palette that contrasts with the textured rock and the detailed feathering of the pelicans. The composition locations the 2 massive birds because the dominant topics, framed towards the calm water and the low, rocky perch.<\/p>\n<\/blockquote>\n<\/div>\n<p><br \/>\n<br \/><a href=\"https:\/\/simonwillison.net\/2026\/Aug\/10\/introducing-muse-glimmer\/#atom-everything\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introducing Muse Glimmer (by way of) Meta are again within the open weights recreation! Muse Glimmer is a model new 30B mannequin below a clear Apache 2.0 license (a step up from the janky Llama licenses of previous). They declare to have optimized it for precisely the form of issues I am on the lookout [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3610,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/static.simonwillison.net\/static\/2026\/glimmer-pelican.png","fifu_image_alt":"","jnews-multi-image_gallery":[],"jnews_single_post":[],"jnews_primary_category":[],"jnews_override_bookmark_settings":[],"jnews_social_meta":[],"jnews_override_counter":[],"footnotes":""},"categories":[2],"tags":[3939,627,1834],"class_list":["post-3608","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-research-breakthroughs","tag-glimmer","tag-introducing","tag-muse"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Introducing Muse Glimmer - Future News 24<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/futurenews24.com\/index.php\/2026\/08\/10\/atom-everything-41\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Introducing Muse Glimmer - Future News 24\" \/>\n<meta property=\"og:description\" content=\"Introducing Muse Glimmer (by way of) Meta are again within the open weights recreation! Muse Glimmer is a model new 30B mannequin below a clear Apache 2.0 license (a step up from the janky Llama licenses of previous). 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