html{max-width:100vw} .fpm-async:not([data-fpm-type="outgoing"]) + .fpm-async:not([data-fpm-type="outgoing"]){display:none} [data-fpm-type]{background-color:transparent;transition:background-color .2s ease} [data-fpm-type]{position:relative;overflow:hidden;border-radius:3px;z-index:0} .fpm-cross{transition:box-shadow .2s ease;position:absolute;top:-0px;right:0;width:34px;height:34px;background:#7ca1d1;display:block;cursor:pointer;z-index:99;border:none;padding:0;min-width:0;min-height:0} .fpm-cross:hover{box-shadow:0 0 0 50px rgba(0,0,0,.2) inset} .fpm-cross:after, .fpm-cross:before{transition:transform .3s ease;content:'';display:block;position:absolute;top:0;left:0;right:0;bottom:0;width:calc(34px / 2);height:3px;background:#ffffff;transform-origin:center;transform:rotate(45deg);margin:auto} .fpm-cross:before{transform:rotate(-45deg)} .fpm-cross:hover:after{transform:rotate(225deg)} .fpm-cross:hover:before{transform:rotate(135deg)} .fpm-timer{position:absolute;top:-0px;right:0;padding:0 15px;color:#ffffff;background:#7ca1d1;line-height:34px;height:34px;text-align:center;font-size:14px;z-index:99} [data-fpm-type="outgoing"].center .fpm-timer,[data-fpm-type="outgoing"].center .fpm-cross{top:0!important} .fpm-timer span{font-size:16px;font-weight:600} [data-fpm-type="outgoing"]{transition:transform 300ms ease,opacity 300ms ease,min-width 0s;transition-delay:0s,0s,.3s;position:fixed;min-width:250px!important;z-index:9999;opacity:0;background:#ffffff;pointer-events:none;will-change:transform;overflow:visible;max-width:100vw} [data-fpm-type="outgoing"]:after{content:'';position:absolute;top:0;left:0;right:0;bottom:0;z-index:1;pointer-events:all} [data-fpm-type="outgoing"].fpm-show:after{pointer-events:none} [data-fpm-type="outgoing"] *{max-width:none} [data-fpm-type="outgoing"].left-top [id*="yandex_rtb_"], [data-fpm-type="outgoing"].right-top [id*="yandex_rtb_"], [data-fpm-type="outgoing"].left-center [id*="yandex_rtb_"], [data-fpm-type="outgoing"].right-center [id*="yandex_rtb_"], [data-fpm-type="outgoing"].left-bottom [id*="yandex_rtb_"], [data-fpm-type="outgoing"].right-bottom [id*="yandex_rtb_"]{max-width:336px;min-width:160px} [data-fpm-type].no-preloader:after,[data-fpm-type].no-preloader:before, [data-fpm-type="outgoing"]:after,[data-fpm-type="outgoing"]:before{display:none} [data-fpm-type="outgoing"].fpm-show{opacity:1;pointer-events:all;min-width:0!important} [data-fpm-type="outgoing"].center{position:fixed;top:50%;left:50%;height:auto;z-index:-2;opacity:0;transform:translateX(-50%) translateY(-50%) scale(.6)} [data-fpm-type="outgoing"].center.fpm-show{transform:translateX(-50%) translateY(-50%) scale(1);opacity:1} [data-fpm-type="outgoing"].center.fpm-show{z-index:2000} [data-fpm-type="outgoing"].left-top{top:0;left:0;transform:translateX(-100%)} [data-fpm-type="outgoing"].top-center{top:0;left:50%;transform:translateX(-50%) translateY(-100%)} [data-fpm-type="outgoing"].right-top{top:0;right:0;transform:translateX(100%)} [data-fpm-type="outgoing"].left-center{top:50%;left:0;transform:translateX(-100%) translateY(-50%)} [data-fpm-type="outgoing"].right-center{top:50%;right:0;transform:translateX(100%) translateY(-50%)} [data-fpm-type="outgoing"].left-bottom{bottom:0;left:0;transform:translateX(-100%)} [data-fpm-type="outgoing"].bottom-center{bottom:0;left:50%;transform:translateX(-50%) translateY(100%)} [data-fpm-type="outgoing"].right-bottom{bottom:0;right:0;transform:translateX(100%)} [data-fpm-type="outgoing"].fpm-show.left-center, [data-fpm-type="outgoing"].fpm-show.right-center{transform:translateX(0) translateY(-50%)} [data-fpm-type="outgoing"].fpm-show.top-center, [data-fpm-type="outgoing"].fpm-show.bottom-center{transform:translateX(-50%) translateY(0)} [data-fpm-type="outgoing"].fpm-show.left-top, [data-fpm-type="outgoing"].fpm-show.right-top, [data-fpm-type="outgoing"].fpm-show.left-bottom, [data-fpm-type="outgoing"].fpm-show.right-bottom{transform:translateX(0)} .fpm-overlay{position:fixed;width:100%;height:100%;pointer-events:none;top:0;left:0;z-index:1000;opacity:0;background:#0000008a;transition:all 300ms ease;-webkit-backdrop-filter:blur(0px);backdrop-filter:blur(0px)} [data-fpm-type="outgoing"].center.fpm-show ~ .fpm-overlay{opacity:1;pointer-events:all} .fpm-fixed{position:fixed;z-index:50} .fpm-stop{position:relative;z-index:50} .fpm-preroll{position:relative;overflow:hidden;display:block} .fpm-preroll.hasIframe{padding-bottom:56.25%;height:0} .fpm-preroll iframe{display:block;width:100%;height:100%;position:absolute} .fpm-preroll_flex{display:flex;align-items:center;justify-content:center;position:absolute;top:0;left:0;right:0;bottom:0;background:rgba(0,0,0,.65);opacity:0;transition:opacity .35s ease;z-index:2} .fpm-preroll_flex.fpm-show{opacity:1} .fpm-preroll_flex.fpm-hide{pointer-events:none;z-index:-1} .fpm-preroll_item{position:relative;max-width:calc(100% - 68px);max-height:100%;z-index:-1;pointer-events:none;cursor:default} .fpm-preroll_flex.fpm-show .fpm-preroll_item{z-index:3;pointer-events:all} .fpm-preroll_flex .fpm-timer, .fpm-preroll_flex .fpm-cross{top:10px!important;right:10px!important} .fpm-preroll_hover{position:absolute;top:0;left:0;right:0;bottom:0;width:100%;height:100%;z-index:2} .fpm-preroll_flex:not(.fpm-show) .fpm-preroll_hover{cursor:pointer} .fpm-hoverroll{position:relative;overflow:hidden;display:block} .fpm-hoverroll_item{position:absolute;bottom:0;left:50%;margin:auto;transform:translateY(100%) translateX(-50%);transition:all 300ms ease;z-index:1000;max-height:100%} .fpm-preroll_item [id*="yandex_rtb_"], .fpm-hoverroll_item [id*="yandex_rtb_"]{min-width:160px} .fpm-hoverroll:hover .fpm-hoverroll_item:not(.fpm-hide){transform:translateY(0) translateX(-50%)} .fpm-slider{display:grid} .fpm-slider > *{grid-area:1/1;margin:auto;opacity:0;transform:translateX(200px);transition:all 420ms ease;pointer-events:none;width:100%;z-index:0} .fpm-slider > *.fpm-hide{transform:translateX(-100px)!important;opacity:0!important;z-index:0!important} .fpm-slider > *.fpm-show{transform:translateX(0);pointer-events:all;opacity:1;z-index:1} .fpm-slider .fpm-timeline{width:100%;height:2px;background:#f6f5ff;position:relative} .fpm-slider .fpm-timeline:after{content:'';position:absolute;background:#d5ceff;height:100%;transition:all 300ms ease;width:0} .fpm-slider > *.fpm-show .fpm-timeline:after{animation:timeline var(--duration) ease} .fpm-slider > *:hover .fpm-timeline:after{animation:timeline-hover} .fpm-slider > *:after{content:'';position:absolute;top:0;left:0;right:0;bottom:0;z-index:1;pointer-events:all} .fpm-slider > *.fpm-show:after{pointer-events:none} @keyframes timeline-hover{} @keyframes timeline{0% {width:0}100% {width:100%}} .fpm-interscroller-wrapper{position:relative;width:100%;max-width:100%;height:var(--height)} .fpm-interscroller{position:absolute;top:0;left:0;width:100%;height:100%;clip:rect(0,auto,auto,0);background:var(--background)} .fpm-interscroller + div{position:absolute;bottom:0;left:0;right:0;top:0;margin:auto;display:block;height:1px} .fpm-interscroller-inner{position:fixed;top:50%;transform:translate(0,-50%);max-width:100%;display:flex;justify-content:center;align-items:center;width:var(--width)} .fpm-interscroller-inner > div{min-width:100px;min-height:100px} .fpm-interscroller-text{position:absolute;text-align:center;padding:10px;background:var(--background);color:var(--color);font-size:14px;z-index:1;line-height:1.4} .fpm-interscroller-text.top{top:0;left:0;right:0} .fpm-interscroller-text.bottom{bottom:0;left:0;right:0}

Switch to the dark mode that's kinder on your eyes at night time.

Switch to the light mode that's kinder on your eyes at day time.

Switch to the dark mode that's kinder on your eyes at night time.

Switch to the light mode that's kinder on your eyes at day time.

in Business, Security Collections

Why Integrating Low Resource Languages Into LLMs Is Essential for Responsible AI

1k Views

Too Long; Didn’t Read

The article explores challenges faced by low resource languages in accessing large language models (LLMs) and presents innovative strategies, like creating high-quality fine-tuning datasets, to improve LLM performance, particularly focusing on Swahili as a case study. These advancements contribute to a more inclusive AI ecosystem, supporting linguistic diversity and accessibility.