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4https://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/PARTNERS/AWS/AWS_1.2.pngAWS_1.2AWS_1.2https://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/PARTNERS/AWS/Amazon%20Q.pngAmazon QAmazon Qhttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/PARTNERS/AWS/AWS%20Lambda.pngAWS LambdaAWS Lambdahttps://www.ml6.eu/hubfs/OPEN%20GRAPH/Partners/AWS_OG.pngAWS_OGAWS_OGhttps://www.ml6.eu/hubfs/VIDEOS-WEBSITE/AWS%20X%20BOLT%20ENERGIE.pngAWS X BOLT ENERGIEAWS X BOLT ENERGIEhttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/PARTNERS/AWS/AWS%20SageMaker.pngAWS SageMakerAWS SageMakerhttps://www.ml6.eu/hubfs/ML6%20PEOPLE/Wouter%20Desard%2011.jpegWouter Desard 11Wouter Desard 112025-09-28https://www.ml6.eu/en/blog/how-you-can-think-about-the-future-of-llmshttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/I%20counted%20myself%2c%20so%20the%20numbers%20are%20correct..webpI counted myself, so the numbers are correct.I counted myself, so the numbers are correct.https://www.ml6.eu/hubfs/Imported%20sitepage%20images/Using%20ChatGPT%20for%20the%20first%20time%20feels%20like%20a%20magical%20world%20opens%20up..webpUsing ChatGPT for the first time feels like a magical world opens up.Using ChatGPT for the first time feels like a magical world opens up.https://www.ml6.eu/hubfs/Ml6%20Avatar.jpgMl6 AvatarMl6 Avatarhttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/Automating%20the%20automation%20is%20when%20it%20gets%20interesting..webpAutomating the automation is when it gets interesting.Automating the automation is when it gets interesting.https://www.ml6.eu/hubfs/Imported%20sitepage%20images/llm.gifOn the other hand, though, personal LLMs might have upsides. “The bread rises from its buttery ashes again and spreads its doughy wings like a 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(bottom)https://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/%E2%80%98A%20photo%20of%20a%20frog%20reading%20the%20newspaper%20named%20%E2%80%9CToaday%E2%80%9D%20written%20on%20it.%20There%20is%20a%20frog%20printed%20on%20the%20newspaper%20too%E2%80%99%20(Parti).png‘A photo of a frog reading the newspaper named “Toaday” written on it. There is a frog printed on the newspaper too’ (Parti)‘A photo of a frog reading the newspaper named “Toaday” written on it. There is a frog printed on the newspaper too’ (Parti)https://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/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/Effect%20of%20temperature%20parameter%20on%20probability%20distribution.pngEffect of temperature parameter on probability distributionEffect of temperature parameter on probability distributionhttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/Examples%20of%20ClipCap%20auto-captions.pngExamples of 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(laion-ai / erlich)https://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/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/%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)2025-09-16https://www.ml6.eu/en/blog/custom-voices-in-ai-agentshttps://www.ml6.eu/hubfs/ML6%20PEOPLE/Laurence%20Vantieghem%204.jpgLaurence Vantieghem 4Laurence Vantieghem 4https://www.ml6.eu/hubfs/BLOG%20COVERS%20%5Bnew%5D/Voice%20AI_blog%20cover.pngVoice AI_blog coverVoice AI_blog cover2026-07-06https://www.ml6.eu/en/news/ml6-creates-positive-impact-with-machine-learninghttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/PRESS%20OUTLETS/ML6_computable.pngML6_computableML6_computable2025-09-19https://www.ml6.eu/en/hackathon-anthropic-amsterdam-publichttps://www.ml6.eu/hubfs/ML6%20x%20Anthropic.pngML6 x AnthropicML6 x Anthropichttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/Events/Anthropic_claude_workshop.jpgAnthropic_claude_workshopAnthropic_claude_workshop2026-05-26https://www.ml6.eu/en/blog/promoting-code-across-environments-for-reliable-and-efficient-model-deploymenthttps://www.ml6.eu/hubfs/64d238e677a0c075dece6817_Miro.jpg64d238e677a0c075dece6817_Miro64d238e677a0c075dece6817_Mirohttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/Code.jpgcodeCode2025-09-16https://www.ml6.eu/en/blog/benefit-your-ai-investments-with-this-paradigm-shifthttps://www.ml6.eu/hubfs/S%20curve.pngThe S Curve of business growthS curvehttps://www.ml6.eu/hubfs/Ml6%20Avatar.jpgMl6 AvatarMl6 Avatarhttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/Paradigm.jpgParadigmParadigm2025-09-16https://www.ml6.eu/en/blog/how-we-deployed-ai-agents-to-navigate-one-of-europes-largest-criminal-investigationshttps://www.ml6.eu/hubfs/undefined-Feb-26-2026-10-38-48-7158-AM.pngundefined-Feb-26-2026-10-38-48-7158-AMundefined-Feb-26-2026-10-38-48-7158-AMhttps://www.ml6.eu/hubfs/ML6%20PEOPLE/Thomas%20Vrancken%203.jpgThomas Vrancken 3Thomas Vrancken 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casehttps://www.ml6.eu/hubfs/undefined-Feb-26-2026-10-38-06-5664-AM.pngundefined-Feb-26-2026-10-38-06-5664-AMundefined-Feb-26-2026-10-38-06-5664-AMhttps://www.ml6.eu/hubfs/undefined-Feb-26-2026-10-39-43-1614-AM.pngundefined-Feb-26-2026-10-39-43-1614-AMundefined-Feb-26-2026-10-39-43-1614-AMhttps://www.ml6.eu/hubfs/undefined-Feb-26-2026-10-42-55-1871-AM.pngundefined-Feb-26-2026-10-42-55-1871-AMundefined-Feb-26-2026-10-42-55-1871-AMhttps://www.ml6.eu/hubfs/undefined-Feb-26-2026-10-40-15-9607-AM.pngundefined-Feb-26-2026-10-40-15-9607-AMundefined-Feb-26-2026-10-40-15-9607-AM2026-03-02https://www.ml6.eu/en/ml6-explained/ai-for-goodhttps://www.ml6.eu/hubfs/OPEN%20GRAPH/Overview%20pages/ai%20for%20good_OG.pngai for good_OGai for good_OGhttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/PUBLIC/Aerial%20view%20of%20highway%2c%20expressway%20and%20motorway%20with%20a%20toll%20payment%20point%20in%20Italy_SQ0.pngAerial view of highway, expressway and motorway with a toll payment point in ItalyAerial view of highway, expressway and motorway with a toll payment point in Italy_SQ02025-09-29https://www.ml6.eu/en/blog/triton-ensemble-model-for-deploying-transformers-into-productionhttps://www.ml6.eu/hubfs/ENVATO_Focus%20on%20laptop%20screen%20with%20coded%20data%20and%20pen%20held%20by%20hand%20of%20young%20man%20By%20AnnaStills_L0.pngENVATO_Focus on laptop screen with coded data and pen held by hand of young man By AnnaStills_L0ENVATO_Focus on laptop screen with coded data and pen held by hand of young man By AnnaStills_L0https://www.ml6.eu/hubfs/Ml6%20Avatar.jpgMl6 AvatarMl6 Avatar2025-09-16https://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 Ondernemersbelang2025-09-17https://www.ml6.eu/en/career-news/ai-internships-at-ml6-nine-domains-to-steer-your-career-towardshttps://www.ml6.eu/hubfs/ML6%20PEOPLE/Julie%20Plusquin%202-1.jpegJulie Plusquin 2-1Julie Plusquin 2-1https://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/Marketing/ML6%20advertising%20time%20square.pngML6 advertising time squareML6 advertising time square2025-09-18https://www.ml6.eu/thank-you-for-registering-future-proof-your-business-with-chatgpt-appshttps://www.ml6.eu/hubfs/OPEN%20GRAPH/Cookie%20Notice.pngCookie NoticeCookie Notice2026-04-28https://www.ml6.eu/en/blog/why-open-ais-api-models-cant-be-forced-to-behave-deterministicallyhttps://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/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/Simplified%20representation%20of%20one%20forward%20pass%20through%20an%20LLM%20network.pngSimplified representation of one forward pass through an LLM networkSimplified representation of one forward pass through an LLM networkhttps://www.ml6.eu/hubfs/Ml6%20Avatar.jpgMl6 AvatarMl6 Avatarhttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/open%20ai%20colors.pngopen ai colorsopen ai colorshttps://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/Imported%20sitepage%20images/Example%20of%20top-p%20sampling.pngExample of top-p samplingExample of top-p samplinghttps://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/Extract%20from%20the%20OpenAI%20completion%20API%20documentation.pngExtract from the OpenAI completion API documentationExtract from the OpenAI completion API documentation2025-09-16https://www.ml6.eu/en/blog/unveiling-googles-gemini-a-game-changer-in-the-world-of-aihttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/Elevating%20Stairs.jpgstairs womanElevating Stairshttps://www.ml6.eu/hubfs/ML6%20PEOPLE/Matthias%20Feys%2015.jpegMatthias Feys 15Matthias Feys 152025-09-16https://www.ml6.eu/en/blog/potential-applications-of-discrete-diffusion-modelshttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/Left:%20generated%20image%20with%20highlighted%20masked%20region.%20Right:%20full%20generated%20image.gifLeft: generated image with highlighted masked region. Right: full generated imageLeft: generated image with highlighted masked region. Right: full generated imagehttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/The%20process%20of%20producing%20larger%20images%20than%20trained%20on.gifThe process of producing larger images than trained onThe process of producing larger images than trained onhttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/Regeneration%20of%20a%20region%20of%20the%20image%20while%20keeping%20the%20other%20content%20fixed.pngRegeneration of a region of the image while keeping the other content fixedRegeneration of a region of the image while keeping the other content fixedhttps://www.ml6.eu/hubfs/IMAGERY%20%5BNEW%5D/BLOG/woman%20looking%20at%20screen.jpgwoman looking at screenwoman looking at screenhttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/Comparison%20of%20the%20eye%20and%20mouth%20regions%20from%20the%20source%20(left)%20and%20generated%20(right)%20images.*vr_cQok_Ssu25ImGKTeUXQ.pngComparison of the eye and mouth regions from the source (left) and generated (right) images.Comparison of the eye and mouth regions from the source (left) and generated (right) images.*vr_cQok_Ssu25ImGKTeUXQhttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/Out-of-order%20generation%20of%20latent%20codes.gifOut-of-order generation of latent codesOut-of-order generation of latent codeshttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/Generated%20images%20of%20higher%20resolution*u2H2-nqt1i-WFLH4MwHUsw.jpegGenerated images of higher resolutionGenerated images of higher resolution*u2H2-nqt1i-WFLH4MwHUswhttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/Unidirectional%20prediction%20in%20autoregressive%20models.pngUnidirectional prediction in autoregressive modelsUnidirectional prediction in autoregressive modelshttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/Faces%20generated%20from%20scratch%20by%20sampling%20from%20a%20discrete%20diffusion%20model%20trained%20on%20the%20FFHQ%20dataset.pngFaces generated from scratch by sampling from a discrete diffusion model trained on the FFHQ datasetFaces generated from scratch by sampling from a discrete diffusion model trained on the FFHQ datasethttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/Churches%20generated%20from%20scratch%20by%20sampling%20from%20a%20discrete%20diffusion%20model%20trained%20on%20the%20LSUN%20churches%20dataset.pngChurches generated from scratch by sampling from a discrete diffusion model trained on the LSUN churches datasetChurches generated from scratch by sampling from a discrete diffusion model trained on the LSUN churches datasethttps://www.ml6.eu/hubfs/Imported%20sitepage%20images/Left:%20generated%20image%20with%20fixed%20region%20in%20the%20middle.%20Right:%20full%20generated%20image.gifLeft: generated image with fixed region in the middle. 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