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Avatarhttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/Extract%20from%20the%20OpenAI%20completion%20API%20documentation.pngExtract from the OpenAI completion API documentationExtract from the OpenAI completion API documentationhttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/Illustration%20on%20how%20a%20seed%20can%20be%20imagined%20to%20affect%20seemingly%20random%20decisions.pngIllustration on how a seed can be imagined to affect seemingly random decisionsIllustration on how a seed can be imagined to affect seemingly random decisionshttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/Lightning%20strikes%20%E2%9A%A1:%20we%20encounter%20two%20tokens%20that%20have%20exactly%20the%20same%20probability.pngLightning strikes ⚡: we encounter two tokens that have exactly the same probabilityLightning strikes ⚡: we encounter two tokens that have exactly the same probabilityhttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/FAQ%20Why%20are%20model%20outputs%20inconsistent.pngFAQ Why are model outputs inconsistentFAQ Why are model outputs inconsistenthttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/No%20seed-control%2c%20no%20determinism..pngNo seed-control, no determinism.No seed-control, no determinism.https://www.ml6.eu/hubfs/Imported%20sitepage%20images/Sampling%20actual%20output%20tokens%20based%20on%20the%20remaining%20tokens%20in%20play.pngSampling actual output tokens based on the remaining tokens in playSampling actual output tokens based on the remaining tokens in playhttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/open%20ai%20colors.pngopen ai colorsopen ai colors2025-09-16https://www.ml6.eu/en/superintelligence/department/productionhttps://www.ml6.eu/hubfs/OPEN%20GRAPH/Departments/Production_OG.pngProduction_OGProduction_OGhttps://www.ml6.eu/hubfs/BLOG%20COVERS%20%5Bnew%5D/Rows%20of%20bottles%20on%20a%20conveyor%20belt%20in%20a%20bottling%20factory..pngRows of bottles on a conveyor belt in a bottling factory.Rows of bottles on a conveyor belt in a bottling factory.https://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/AUTOMOTIVE/ENVATO_Plant%20for%20production%20of%20cars.%20Modern%20automotive%20industry.%20Electric%20car%20factory%2c%20conveyor%20By%20traimakivan_V0.pngENVATO_Plant for production of cars. Modern automotive industry. Electric car factory, conveyor By traimakivan_V0ENVATO_Plant for production of cars. Modern automotive industry. 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areahttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/Focal%20loss%20reduces%20%E2%80%98attractiveness%E2%80%99%20of%20predicting%20high-probability%20classes%20to%20reduce%20loss%20(source).pngFocal loss reduces ‘attractiveness’ of predicting high-probability classes to reduce loss (source)Focal loss reduces ‘attractiveness’ of predicting high-probability classes to reduce loss (source)https://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/%E2%80%98A%20gold%20and%20green%20logo%20of%20an%20Indian%20restaurant%20featuring%20the%20Taj%20Mahal%E2%80%99%20(our%20model)*GT67acNXsXImA8yd.png‘A gold and green logo of an Indian restaurant featuring the Taj Mahal’ (our model)‘A gold and green logo of an Indian restaurant featuring the Taj Mahal’ (our model)*GT67acNXsXImA8ydhttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/%E2%80%98A%20logo%20of%20a%20coffee%20shop%20featuring%20a%20coffee%20cup%E2%80%99%20(our%20model).png‘A logo of a coffee shop featuring a coffee cup’ (our model)‘A logo of a coffee shop featuring a coffee cup’ (our model)https://www.ml6.eu/hubfs/BLOG%20COVERS%20%5Bnew%5D/designer%20creating%20a%20logo.pngdesigner creating a logodesigner creating a logohttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/Beam%20search:%20constructing%20multiple%20beams%20(source).pngBeam search: constructing multiple beams (source)Beam search: constructing multiple beams (source)https://www.ml6.eu/hubfs/Ml6%20Avatar.jpgMl6 AvatarMl6 Avatarhttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/%E2%80%98A%20logo%20of%20a%20coffee%20shop%20featuring%20a%20coffee%20cup%E2%80%99%20(original%20minDALL-E%20without%20fine-tuning).png‘A logo of a coffee shop featuring a coffee cup’ (original minDALL-E without fine-tuning)‘A logo of a coffee shop featuring a coffee cup’ (original minDALL-E without fine-tuning)https://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/minDALL-E%20model%20architecture%20(visual%20based%20on%20source).pngminDALL-E model architecture (visual based on source)minDALL-E model architecture (visual based on source)https://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/Types%20of%20logos%20(source).pngTypes of logos (source)Types of logos (source)https://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/ClipCap%20architecture:%20mapping%20CLIP%20embeddings%20to%20GPT2%20prefix%20embeddings%20(source).pngClipCap architecture: mapping CLIP embeddings to GPT2 prefix embeddings (source)ClipCap architecture: mapping CLIP embeddings to GPT2 prefix embeddings (source)https://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/%E2%80%98A%20logo%20for%20a%20Paris%20cafe%20featuring%20the%20eiffel%20tower%E2%80%99%20(our%20model).png‘A logo for a Paris cafe featuring the eiffel tower’ (our model)‘A logo for a Paris cafe featuring the eiffel tower’ (our model)https://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/VQGAN%20image%20reconstruction%20after%20fine-tuning%20for%20(only)%20one%20epoch:%20original%20image%20(top)%20&%20reconstruction%20(bottom).pngVQGAN image reconstruction after 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2025-352026-06-09https://www.ml6.eu/en/news/belgiums-justice-department-uses-ai-to-digitize-court-rulingshttps://www.ml6.eu/hubfs/FOD%20justitie%20logo.pngFOD justitie logoFOD justitie logohttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/PRESS%20OUTLETS/ML6_inct.pngML6_inctML6_inct2025-09-17https://www.ml6.eu/hannover-messe-2026https://www.ml6.eu/hubfs/ML6%20PEOPLE/Paul%20Condon%204.jpegPaul Condon 4Paul Condon 4https://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/Events/hannover-messe-24.webphannover-messe-24hannover-messe-242026-03-04https://www.ml6.eu/en/news/ai-in-acceleration-these-are-the-trends-for-2023-het-ondernemersbelanghttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/PRESS%20OUTLETS/ML6_Het%20Ondernemersbelang.pngML6_Het OndernemersbelangML6_Het Ondernemersbelang2025-09-17