Articles

2024: A Year of BreakthroughsThis year marked an explosion of innovation in AI. From language and imagery to video and audio, new technologies emerged and thrived in open-source communities. TensorArt stood at the forefront, evolving alongside our creators to witness the rise of AI artistry.Prompt of the Year: HairSurprisingly, "Hair" became the most-used prompt of 2024, with 260 million uses. On reflection, it makes sense—hair is essential in capturing the intricacies of portraiture. Other frequently used words included eyes (142M), body (130M), face (105M), and skin (79M).Niche terms favored by experienced users—like detailed (132M), score_8_up (45M), and 8k (25M)—also dominated this year, but saw a decline in usage by mid-year. With the advent of foundational models like Flux, SD3.5, and HunYuanDit, natural language prompts became intuitive and multilingual, removing the need for complex or negative prompts and lowering the barriers to entry for creators worldwide.Community AchievementsEvery day, hundreds of new models are uploaded to TensorArt, fueling creativity among tensorians. This year alone:Over 400,000 models are now available.300,000 images generated daily, with 35,000 shared via posts, reaching 1 million viewers and earning 15,000 likes and shares.This year, we introduced AI Tool and ComfyFlow, welcoming a new wave of creators. AI Tool simplified workflows for beginners and enabled integration into industry applications, with usage distributed across diverse fields.In November, TensorArt celebrated its 3 millionth user, solidifying its position as one of the most active platforms in the AI space after just 18 months. Among our loyal community are members like Goofy, MazVer, AstroBruh and Nuke, whose dedication spans back to our earliest days.A Global Creative ExchangeAI knows no borders. Creators from around the world use TensorArt to share and connect through art. From the icy landscapes of Finland (1.6%) to the sunny shores of Australia (8.7%), from Pakistan (0.075%) to Cuba (0.003%), tensorians transcend language and geography.Generationally, 75% of our users are Gen Z or Alpha, with the remaining 9% belonging to Gen X and Baby Boomers. “It’s never too late to learn” is a motto they live by.Gender representation also continues to evolve, with women now accounting for 20% of user base.TensorArt is breaking barriers—technical, social, and economic. With no need for costly GPUs or advanced knowledge of parameters, tools like Remix make creating stunning artwork as simple as a click.The Way Tensorians CreateMost active hours: Weeknights, 7 PM–12 AM, when TensorArt serves as the perfect way to unwind.Platform preferences: 70% of users favor the web version, but we’ve prioritized app updates for Q1 2025 to close this gap.Image ratios: Female characters outnumber male ones 9:1.67% are realistic, 28% are anime, and 3% are furry.Favorite colors order: Black, white, blue, red, green, yellow, and gray.A Growing Creator EconomyIn 2024, Creator Studio empowered users to monitor their model earnings. Membership in TenStar Fund tripled, and average creator income grew by 1.5x compared to last year.In 2025, TensorArt will continue to prioritize the balance between the creator economy and market development. TA will place greater emphasis on encouraging creators of AI tools and workflows to provide more efficient and convenient practical tools for various specific application scenarios. To this end, TA will be launching the Pro Segment to further reward creators, offering them higher revenue coefficients and profit sharing from Pro user subscriptions.2024 MilestonesThis year, TensorArt hosted:26 site events and 78 social media campaigns.First AI Tool partnership with Snapchat, pioneering AI-driven filters, which were featured as a case study by Snapchat.Launch of “Realtime Generate” and “Talk to Model,” revolutionizing how creators interact with AI.Collaboration with Austrian tattoo artist Fani to host a tattoo design contest, where winners received free tattoos based on their designs.TensorArt is committed to advancing the open-source ecosystem and has made significant strides in multiple areas:For newly released base models, TA ensures same-day online running and next-day support for online training. To allow Tensorians to experience the latest models, limited-time discounts are offered.To boost creative engagement with new base models, TA hosts high-reward events for each open-source base model, incentivizing Tensorians across various dimensions such as Models, AI tools, and Posts.Beyond image generation, TA actively supports the open-source video model ecosystem, enabling rapid integration of CogVideo, Mochi, and HunYuanVideo into ComfyFlow and Creation. In 2025, TA plans to expand online video functionality further.Moving from "observer" to "participant," TA has launched TensorArt Studios, with the release of the SD3.5M distilled version, Turbo. In 2025, Studios will unveil TensorArt’s self-developed base model.TensorArt continuously funds talented creators and labs, providing financial and computational resources to support model innovation. In 2025, Illustrious will exclusively collaborate with TensorArt to release its latest version.Looking ForwardFrom ChatGPT’s debut in 2022 to Sora’s groundbreaking in 2024, AI continues to redefine innovation across industries. But progress isn’t driven by one company—it thrives in the collective power of open-source ecosystems, inspiring collaboration and creativity.AI is a fertile ground, filled with the dreams and ambitions of visionaries worldwide. On this soil, we’ve planted the seed of TensorArt. Together, we will nurture it and watch it grow.2024 Annual RankingsEach month of 2024 brought unforgettable moments to TensorArt. Based on events, likes, runs and monthly trends, we’ve curated the 2024 Annual Rankings. Click to explore!

🎉旧正月: 蛇の夜会🎉2025 年 1 月 29 日の旧正月が近づいてきました。私たちはこれを発表できることをうれしく思っています。スネークの夜会クリエイティブコンテスト”！ 🌟 蛇の新年🌟蛇年は知恵、狡猾さ、内省を象徴します。 2025 年はチャンスと挑戦に満ちた年であり、創造性と祝賀に最適な時期となります。 🎊 蛇年の祝賀会の始まりです。あなたの想像力を見せてください! 🎊⏰ イベント期間1月1日～1月20日 (UTC)イベント終了後、2 日間かけて評価し、1 月 23 日に受賞者を正式に発表します。 🌟スネークソワレ　画像・動画とAIツール巳年の夜会は 2 つのセッションに分かれています。 特別な夜会 そして AIツール特別な夜会。  楽しんでください！😝🖼️ 投稿 夜会: スネークとテンテンタスク： お久しぶりです！皆さん覚えていますか、テンテン！  TensorArt のマスコット?蛇年を祝いに来ました！ 🌟組み合わせてください テンテン と 蛇の要素 　作品に！ 🌟TensorArt に投稿してくださいガイドラインは存在しないでしょう。あなたの創造力を輝かせて、テンテンとヘビの要素を完璧に融合させましょう!タグ snakeyear 投稿するとき！ 受賞者と賞品:ベストクリエイティビティ賞: 3 日間プロ + 200 クレジット (10 名)ベストエステティック賞: 3 日間プロ + 200 クレジット (10 名)参加賞：画像投稿：50クレジット動画投稿：100クレジット  (画像・動画の特典は同時に獲得出来ます。アカウントごとに最大 150 クレジットが獲得できます)🎨 AI ツール夜会: デザインスネークタスク： 小さなヘビをデザインの世界に「滑り込ませて」みましょう。 🌟AI ツールを作成しよう デザイン フィールド🌟蛇の要素 または蛇のイメージ、デザイン要素を含めて下さい。たとえば、ポスター デザイン、ファッション デザイン、芸術的なタイポグラフィ デザイン、ヘビ要素を含む AI ツールなど…。AI ツールは最大 3 つのパラメーター設定を公開でき、デザイン関連である必要があります。そうでない場合は報酬の対象になりません。タグ snakeyear アップロードするとき！ 受賞者と賞品:ベストクリエイティビティ賞: $29.9 (3名様)ベストエステティック賞: $29.9 (3名様)参加賞：200クレジット📝 ルール投稿と AI ツールは、対応するテーマと要件に適合する必要があります。そうしないと報酬を獲得できません。タグ付け #snakeyear イベントへの参加とみなされます。タグを使用しないと、報酬を受け取る資格が失われます。現金報酬はイベント終了時に GPU 基金に入金され、いつでも引き出す​​ことができます。勝者は TensorArt 公式チームによって決定されます。システムデフォルトのアバターとニックネームを持つユーザーは報酬を受け取りません。イベントの内容はコミュニティのルールに準拠する必要があります。 NSFW、児童ポルノ、有名人の画像、暴力、低品質のコンテンツは対象外です。イベントの最終的な解釈は TensorArt に属します

Art MediumsVarious art mediums. Prompted with '{medium} art of a woman MetalpointMiniature PaintingMixed MediaMonotype PrintingMosaic Tile ArtMosaicNeonOil PaintOrigamiPapermakingPapier-mâchéPastelPen And InkPerformance ArtPhotographyPhotomontagePlasterPlastic ArtsPolymer ClayPrintmakingPuppetryPyrographyQuillingQuilt ArtRecycled ArtRelief PrintingResinReverse Glass PaintingSandScratchboard ArtScreen PrintingScrimshawSculpture WeldingSequin ArtSilk PaintingSilverpointSound ArtSpray PaintStained GlassStencilStoneTapestryTattoo ArtTemperaTerra-cottaTextile ArtVideo ArtVirtual Reality ArtWatercolorWaxWeavingWire SculptureWoodWoodcutGlassGlitch ArtGold LeafGouacheGraffitiGraphite PencilIceInk Wash PaintingInstallation ArtIntaglio PrintingInteractive MediaKinetic ArtKnittingLand ArtLeatherLenticular PrintingLight ProjectionLithographyMacrameMarbleMetalColored PencilComputer-generated Imagery (cgi)Conceptual ArtCopper EtchingCrochetDecoupageDigital MosaicDigital PaintingDigital SculptureDioramaEmbroideryEnamelEncaustic PaintingEnvironmental ArtEtchingFabricFeltingFiberFoam CarvingFound ObjectsFrescoAugmented Reality ArtBatikBeadworkBody PaintingBookbindingBronzeCalligraphyCast PaperCeramicsChalkCharcoalClayCollageCollagraphy3d PrintingAcrylic PaintAirbrushAlgorithmic ArtAnimationArt GlassAssemblage

1. コンテスト概要スキル、創造性、運が試されるビデオ生成コンテストHunyuan Video Modelまたはそのファインチューニングモデルを使用してビデオを生成image2videoまたはtext2videoのいずれかの方法で生成可能2. 課題内容以下の3つのテーマに基づいて創造的なビデオを生成テーマ1：TENTEN AND PENGUINHunyuanの公式マスコットペンギンとTAのマスコットTentenの出会いを描くタグ：tenguinテーマ2：ARTWORK MEMEアートワークを題材としたミームビデオタグ：artworkmemeテーマ3：LIE DOWN ANYWHEREどこでも寝転がる様子を描いたビデオタグ：liedownビデオの解像度に関する注意点：960x960の解像度では5秒の動画は非互換性があるため、3秒または4秒を選択してください。3. 報酬最もいいね！が多かった賞各テーマの上位10名（合計30名）報酬：9.9米ドルラッキーチャレンジャー賞最もいいね！が多かった30名のうち、タイムスタンプが13番目と27番目の投稿者報酬：29.9米ドル報酬はGPU Fundに発行参加賞100クレジット追加ボーナス300クレジット+1日PROInstagram、Facebook、X(Twitter)、Youtube、Tiktok、Pinterest、redditなどのチャンネルで#tensorart & #hunyuanのハッシュタグをつけて投稿。4. 参加方法上記いずれかのプラットフォームに、ハッシュタグ#tensorart & #hunyuanを付けて課題に関連するコンテンツを投稿報酬を受け取るために、アンケートに回答（右側のリンクアイコンから）5. 参加規約投稿はイベント要件（Hunyuanモデルとテーマの使用）を満たす必要あり。1つの投稿に追加できるイベントタグは1つのみ。不正行為を防ぐため、3月3日以前に登録されたユーザーからのいいね！のみが「有効ないいね！」としてカウントシステムのデフォルトのニックネームとアバターは報酬を受け取る資格なし投稿コンテンツはオリジナルである必要があり、再投稿や盗用は禁止児童ポルノ、有名人のポルノまたは侮辱はTAで禁止。NSFWコンテンツ、および低品質のコンテンツはアクティビティから失格となります。不正行為は禁止。異常または違反の疑いがある場合は、プラットフォームはユーザーの参加資格を取り消し、関連する違法ユーザーに対する法的責任を追及する権利を留保。アクティビティの最終的な解釈権はTensorArtに帰属

Update Date: 2025-10-24 Say hello to Library: your permanent, private vault for every task and media file you love. 🥰What Library Provide:1️⃣ Save & Manage any Task. Every image, video, and audio clip perfectly organized and instantly reusable.2️⃣ Forever-safe & private: save on creation, download anytime, zero risk of loss.3️⃣ Pixel-perfect: stored at original resolution with zero compression. 4️⃣ Store Asset: your go-to images & audio for lightning-fast re-use across projects.5️⃣ Generous Space: Every user gets 2 GB free. Upgrade to Pro and unlock a total of 20 GB.How to Use: 1️⃣ Find Library in the left-hand sidebar; click it to view and manage every image, video, audio, or other asset you’ve saved.2️⃣ How to add to Library? Hover over any image or video or audio on the Workspace → click the “＋” that appears → it’s instantly archived in Library.3️⃣ Filter by media type or the date the task was generated. Use Select (top-right) to bulk-manage items.✨ Pro-tip: the Search box instantly finds any asset by the prompt you used or the custom name you gave it. (We will allow search by model name later 😉)4️⃣ All data appears on the right: the action bar underneath holds everything you want to do—remix, edit, I2V, post, download, or delete.Rename the asset anytime to keep things tidy and find it instantly by that name in search.5️⃣ Select from Library: In I2V, I2I and other generation that requires an input other than prompts, you can now select input from libraryComing next: 1️⃣ Batch-save multiple Tasks in one click (coming next week); After this is on, you can click manage and then batch select and add to Library2️⃣ Upload local assets straight to Library ❗️Important Notice: After this release, newly generated Tasks will auto-expire after 7 days (30 days for members). but Any task created before this update stays untouched. So remember to add your loved task into Library before it disappear! ✨ Start building your personal creative vault and explore more we provide now~ If you found any bug or you have suggestions, contact us on DC

アニメキャラクターが第四の壁を突破できるTensorArt専用モデル「RealAnime」が登場！ 🎉使いやすい AI ツールを使用して、現実世界のシーンでアニメ キャラクターを生成できます。プロンプトを入力するだけで、魔法が起こるのを観察できます。ショー・ドリフター目覚ましが鳴ったら、起きて仕事に行く時間です！アニメのキャラクターもお腹を満たすために頑張らなければなりません。指定されたものを利用する AIツール お気に入りのアニメキャラクターの職場生活をデザインしてみませんか？ 💼✨ブルース・ウェインとは異なり、ジョーカーは仕事の後、食料品を買い、自分で食事を作らなければなりません。 🤡レムはメイドカフェでコーヒーとデザートの作り方を学ぶ必要があります。給料が低かったため、サノスは指を鳴らして会社を爆破することを決意しました。 💥派閥対決に参加しよう！派閥を選択し、指定されたタグを付けて投稿することで派閥の評判を高めましょう!派閥タグ（たぶん必須　どれか一つを使う）#Driftermon#DrifterAvengers#DrifterDoom評判の計算ルール:評判 = (投稿した Pro ユーザーの数 0.4 + 投稿した Standard ユーザーの数 0.2 + いいねをした人の数 0.1 + リミックスした人の数 0.3) * 100各勢力の評判は毎日更新されるので、毎日投稿してチームへのサポートを結集することを忘れないでください。 🏆＊公式のイベントページにチーム評価を表示するタグがあります。最高の評判ボーナス:トップ派閥のメンバー全員に 500 クレジットと 1 日 Pro が与えられます。 🎉特別ボーナス:質の高い投稿には不思議な報酬が当たるチャンスも！ 🎁ソーシャルメディア投稿報酬ソーシャル メディアへの投稿ごとに 100 クレジット、最大 500 クレジットを獲得できます。コンテンツ形式：無制限！タグを含める必要があります: #TensorArt そして #RealAnimeサポートされているプラ​​ットフォーム: Instagram、TikTok、Twitter、Facebook、Reddit、YouTube、Pinterest。追加の報酬:500 件以上の「いいね！」: $20500 リツイート以上: 70 ドルフォロワーが 5,000 人を超える場合、500 件以上の「いいね！」で 40 ドル、500 件以上のリツイートで 140 ドルを獲得できます。クリック 記入するアイコン 参加情報を確認して報酬を受け取りましょう！ 📲イベント期間11月18日～11月28日イベントルール投稿のテーマと内容はイベントのスタイルと一致している必要があります。各投稿にはイベント タグを 1 つだけ含めることができます。デフォルトのアバターとニックネームを持つユーザーは特典を受け取る資格がありません。NSFW、児童セレブのポルノ、低品質のコンテンツは有効な参加としてカウントされません。不正行為があった場合はイベントから失格となります。イベントの最終的な解釈権は Tensor.Art に帰属します。正しい生成方法（公式）たった4ステップでアツい「第四の壁突破」画像が完成！クリック AIツール 始めましょう！ 🖱️✨ステップ1ページの右側で、キャラクター名のオプションを選択するか、「カスタム」をクリックしてアニメキャラクターの名前を入力します。ステップ2以下の「何かを行う」セクションで、対応するアクションのオプションを選択するか、「カスタム」をクリックしてアクションを説明します。詳細な説明により、「赤いドレスを着て本物のオープンカーでワインを飲む」など、より正確な生成結果が得られます。ステップ3「画像サイズ」を選択します。ニーズに基づいて選択できる 9 つの一般的なサイズがあります。ステップ4下の「go」ボタンをクリックして、画像が生成されるまで辛抱強く待ちます。上のタブを切り替えると過去の結果が表示されます。ヒント「翻訳」をクリックすると、入力テキストを英語に翻訳できます。生成結果に満足できない場合は、キャラクターやシーンを変更して再試行してください。 🎨✨ハムスター式生成方法１２つに分かれてたらいいだろうというノリで、好きに書く。ハムスター式生成方法２もう②にはスペース「　」しか入れない。ヒント・普通にプロンプト書いた方が手っ取り早い

Dear Tensorians,To encourage more high-quality content in our community, we’ve optimized the Daily Missions.New missions focus more on creative value and content recommendations, so outstanding works can earn greater rewards.🎯 New Daily Mission Reward PlanShare content to external sites (once per day) 👉 +5 creditsYour post gets a like (up to 5 times per day) 👉 +2 credits eachPost featured on the Homepage (up to 3 times per day) 👉 +30 creditsPost featured on a Channel page (once per day) 👉 +10 credits💡 Note: Credits from others running your Models & AI Tools remain unchanged.We understand that the ways to earn credits may feel more streamlined than before, but please trust that these changes are made to:Improve the quality of recommended content, so users see more valuable worksProvide greater rewards for outstanding creatorsBuild a more positive and fair community environmentActivate Date: 2025.09.4🎬 New Credits Pool!Plus, to further support video content, a brand-new Video Reward Pool is coming soon!✨ You’ll get the chance to share a pool full of rewards with fellow creators！💜 Thank you for your continuous support. Let’s make the TensorArt community even better, together!

Hello all!I uploaded my models 3 different category1st - ColorMaxColorMax models i made only for Comic, Cartoon and Anime art style. all my models with ColorMax Title have Different art styles. Models list :-ColorMax(SDXL) - https://tensor.art/models/628320743211433592This model was my first SDXL model and have unique 2.5d + anime art style. that works better with detailed prompt.ColorMax Anime-Verse(SD1.5) - https://tensor.art/models/667900735154841978This model was detailed semi-Anime + 2.5d style. i made 2 versions V1 was beta and v2 is full and highly detailed. but its take 25 or more steps for make proper image. i will start work on v3 soon.ColorMax Anime (Shiny) - https://tensor.art/models/660959423759510296This was my First, best and most detailed anime model. i made it with 3gb+ anime images dataset. and i am so glad and Thankful for everyone love and got positive response. and Shiny i write because i made 2 models and 2ed one with dark style.ColorMax Anime (Dark) - https://tensor.art/models/667209700686802899Same as ColorMax Anime (shiny)... this model i train with dark anime dataset but its have some issues. i was plan to make v2 but i decided to give other model priority first according to people demand.ColorMax Eye details - https://tensor.art/models/680228304906628453After getting lots of people demand... i made Eye Detailer. i am Glad people love it.ColorMax AniAir - https://tensor.art/models/700620204037809468This model For multi colorful anime arts... mostly Sci-fi, fantasy or any unique anime art can easily make this model.ColorMax Anime V2 - https://tensor.art/models/701391262336569195After many people request and some little prompt issues in ColorMax Anime(shiny)... i decided to improve it and made V2 with highly detailed and low steps setting... that need only 20 steps for make image.ColorMax Neon lights and background - https://tensor.art/models/695080125722681685This was my first lora made with TA Training and this mainly for neon style in 2.5d or anime images.ColorMax Toon Style - https://tensor.art/models/713960892150149766My newest SD1.5 model. i made it very detailed and cartoon style.ColorMax Anime Shiny Detailer & Enhancer - https://tensor.art/models/715722275418201651This is Detailer for SDXL ColorFul anime... I made with TA Training.I am not gonna add pony models in this list...To be continue... in part 2

Hello all!2ed - ☣NUKE ☣NUKE Models mainly based on people demand and request. ☣NUKE have all styles of models, enhancer and detailer too. if anyone request any style in future that model will upload with ☣NUKE. Model list :-☣NUKE - PhotoRealism = https://tensor.art/models/662687551095681601 My one of best model i ever made. this model only need 25 steps and make amazing realistic images with details and I glad people love it.☣NUKE - Semi-Realistic = https://tensor.art/models/662684763661880107This model basically for detailed semi-Realistic images. V1 have some issues so i improved that and made V2. ☣NUKE - Disney Pixar Cartoon = https://tensor.art/models/662777277257529287 This was my first Disney style model. have many issues i tried to fix but SD1.5 is not good enough for make his V2.☣NUKE - Perfect Anime Details = https://tensor.art/models/663438977099025152As people demand i made perfect body and anime color lora. this lora is good for anime characters. ☣NUKE - Realistic Fantacy = https://tensor.art/models/666406043586181918This model was Test like how people like Realistic + fantacy style but this kinda boring because one good checkpoint and lora can make it easily.☣NUKE - Real Sci-fi = https://tensor.art/models/711223782506802179This model making detailed Cinematic and Sci-fi style images. V1 had some issue which i fixed in V2.☣NUKE - RealMix = https://tensor.art/models/705011516040072711This model V1 was worth i did many mistakes in V1 but in V2 i improved it and glad people like it and its my one of best detailed realistic model. ☣NUKE - Realistic = https://tensor.art/models/670457593610683566This model same as ☣NUKE - PhotoRealism but with better prompt understanding. ☣NUKE - RealisticMix = https://tensor.art/models/672847742911096880This model same as RealMix but its have amazing understanding + its more detailed. and if you want try to make images with My PhotoRealism Enhancer and Perfect Real Photo lora. they together make amazing image :- ☣NUKE- Perfect Real Photo = https://tensor.art/models/672995640109825255as you saw photo up there... This lora is mainly for enhance photography and make image like realistic but set width 5 to 8. this lora little sensitive start width 5. ☣NUKE - Disney Pixar Style SDXL = https://tensor.art/models/677504969223601395 This model is one of my best and most detailed one. mainly Disney style after SD1.5 disney model failed. i made it in SDXL with more and detailed dataset. i am very thankful people love it and still making amazing art. ☣NUKE - SDXL Art & Real Detailer + Enhancer = https://tensor.art/models/679365785279483346This model mainly requested by artists who make amazing and very unique style with SDXL model. and i am very glad it working according to them. ☣NUKE - AniMix = https://tensor.art/models/682723887064160000This model is Anime character maker and best work with lora. any kind of anime it make it. ☣NUKE - PhotoRealism V2 = https://tensor.art/models/682801217950248993 This model same as ☣NUKE - PhotoRealism but i am improved lot of things and make it for simple prompt user with detailed. ☣NUKE - Art DiffusionXL = https://tensor.art/models/684590930822489042This model kinda combo of all styles 2.5D, realistic, comic or anime. but it have only one issue its need detailed prompt. better prompt better image.☣NUKE - PhotoRealism Enhancer = https://tensor.art/models/703121077594962012This lora mainly enhance realistic, skin, hair, environment or clothes. any checkpoint it always work amazing.☣NUKE - Realistic Fusion = https://tensor.art/models/707622057292305356 This model is combination of Sci-fi, fantasy and Photography. amazing images with so real detailed.I am not gonna add pony models in this list...in last Part... i tell some my unique models

TensorHub: Your Uncensored Creative StudioWe recognize that artistic expression takes many forms. We wish to support your creative freedom to the fullest extent. That's why we're launching TensorHub — a separate platform where mature content is more welcome (with the same hard lines on child safety and celebrity content).Think of TensorArt as your broad public stage and TensorHub as your specialized creative arena. Both serve creators, just with different audiences and freedoms. 🥰Key Details About TensorHub:Expanded creative freedom for mature & NSFW themes in both Community & WorkspaceAll users on TensorHub enjoy full Pro membership benefits, including member-exclusive parameters, queue-free generation chances, Pro segment access, and more.TH operates on Tokens instead of Credits. Tokens are priced higher than credits and aren't available through daily free credits or missions, but you have a one-time opportunity to convert your credits to tokens.Your TensorArt and TensorHub accounts are content-synced. Details can be found below.Notice:TensorHub has just launched and we are currently conducting a comprehensive project re-audit.During this period, NSFW content may temporarily not appear on profiles or in search results, but remains fully accessible, shareable, and usable via direct URLs.We are working diligently to complete the re-audit as quickly as possible, after which NSFW content will be searchable and displayed throughout the platform.This precaution helps prevent distribution of illegal content like child exploitation and celebrity pornography—thank you for your understanding.❗️ Special migration offer for existing users:TensorHub operates on Token instead of Credits. Due to operational costs, support for more open content creation (especially videos), and automatic Pro benefits for all TH users, token prices are higher than credits. Thank you for understanding.As a loyal TensorArt user, we offer a better rate for you to Convert your Credits to TensorHub tokens.Computing Power Conversion:2:1 ratio: You can convert TA credits(permanent) into TH tokens at a 2:1 ratio (a significantly better rate than standard purchases). [Check your email / system notification for convert link] (will be sent before 11.25)Only one conversion per user — this is a one-time opportunity to migrate your balance.Conversion deadline: You have until December 15, 2025 to use this offer⭐️ Black Friday bonus:Black Friday Period: November 27–30Tokens aren't part of our Black Friday sale — TensorHub will have its own discounts before Christmas.For the cheapest tokens: Buy TensorArt's Black Friday sale bundle first, then use your one-time conversion bonus. This stacks both discounts for maximum savings.Your TensorArt and TensorHub accounts are connected. Here's how it works:Your creations sync both ways: Models, posts, widgets, Workflows, and other content you publish will appear on both platforms.Your interactions sync both ways: Saved models, liked posts, and tasks in your Library are accessible on both platforms for seamless use.Task visibility is one-way: Tasks from TensorArt sync to TensorHub, but TensorHub tasks remain invisible on TensorArt.Compute power is separate, but convertible: Balances don't sync, but you get one chance to convert TensorArt credits to TensorHub tokens.Creator Dashboard & GPU Fund are separate: Different incentive structures mean separate wallets. TensorHub's Creator Dashboard is still being built—your earnings there are being recorded but aren't visible yet. Thanks for your patience!Please note that our Non-Negotiable rules remain:Child Safety: We maintain absolute zero tolerance for child pornography or any abusive content involving minors. Posting such content will result in account termination and potential legal action. Additionally, models based on real-life children (specific, identifiable minors) will be hidden to protect their privacy and safety, even if non-pornographic.Celebrity Content: Celebrity Related Content is still prohibited on TensorHub.Real Person Models: To protect personal portrait rights, models of specific real-life individuals may face restrictions if they're insulting, pornographic, or overly revealing.TensorArt Going SFWMeanwhile, TensorArt will be introducing some changes.Starting 2:00 AM, Nov 27, 2025 , TensorArt is evolving into a fully SFW platform. Don't worry—your creations are safe.To keep building a vibrant, safe, and sustainable creative community, we're updating TensorArt's content guidelines and introducing a dedicated space for creators of all styles. Here's everything you need to know:What's Changing on TensorArtTensorArt is evolving into a fully SFW (Safe For Work) creative hub. Moving forward, all NSFW content will be hidden from public view on the platform.Update Date:SFW restrictions will officially go live on November 27, 2025 2AM (UTC)What you may notice after this update:Workspace will block NSFW prompts and automatically censor NSFW images generated.  Important: Any credits used for blocked generations are non-refundable—please ensure your prompts comply with our SFW guidelines to avoid losing credits.NSFW content is no longer visible to the public on TensorArt. (They will not be deleted and still remain visible to you)If your content (Project/Image) is hidden from the public, you will receive a system notification so that you can make modifications.If your content has been flagged with a visibility warning, it's likely marked as NSFW. To restore visibility on TensorArt, please update your creations to align with our guidelines.Of course, you can also choose to leave them as-is—they simply won't appear on TensorArt, but maybe visible on TensorHub, our new Creative Studio.Your Next StepsReview your TensorArt Creations and adjust any flagged content if you want it visible there.Curious about TensorHub? Head over and explore. It might be the perfect fit for your style.Thinking about conversion? Link is in your system notification/email. Remember: one shot, best value with Black Friday sale. (System Notification will be sent within 24 hours)For Creators:TensorHub: Generation-Focused FeaturesTensorHub prioritizes powerful generation capabilities over training infrastructure. Here's what this means:No online training or ComfyUI workflow builder—these features currently aren't supported on TensorHub. You can still use these features on TA.No dedicated Workflows or Articles sectionsContent Visibility Across PlatformsOn TensorHub: Mature content can be generated, displayed, and shared, subject to our strict policies against child exploitation and celebrity content.Cross-platform sync: Your models sync bidirectionally between both platforms. NSFW content uploaded to TensorHub will be visible there but hidden on TensorArt. You can adjust your content's displayment based on which audience you want to reach.⚠️ Critical warning: If your model is very likely to generate NSFW content(even with no nsfw prompts), TensorArt users who run it risk having outputs censored — even though the model itself remains accessible. To avoid this problem from happening. We will develop a warning system — if a model frequently generates censored content, we'll add a risk tag to its page. This feature is launching soon.🚀 Creator IncentivesTensorHub will launch its own creator incentive system—direct cash rewards for your work. This is being built now and will go live ASAP.Can't wait? Join our Discord TH Creator Migration Event to earn tokens before the official system launches!👉 Stay tuned to the #hub-hsf channel for upcoming activity rules and details.Happy creating!Q&A (keep updating)Comment on this doc or ask in our Discord channel—we'll compile the most common questions to help everyone!About TensorHub:Q: Will TensorHub offer daily free credits or task rewards?A: Unfortunately not—TH token can only be purchased. However, we'll provide tokens to all current TensorArt users', so you can try the platform.Q: Can I convert my TensorArt pro membership to TH tokens?A: TA membership can't be directly converted. But users who purchased membership before November 27 2AM(UTC) will receive daily tokens on TH during their membership period—tokens daily on TH (while keeping TA's 300 daily credits).Q: Will I earn TH tokens when others run my models on TensorHub? A: Not tokens — we've built a separate creator incentive system for TH that earns you direct cash rewards (with higher rates than TensorArt). This launches soon, but you can earn tokens now by joining our Discord TH Creator Migration Event! 👉 Stay tuned to the #hub-hsf channel for upcoming activity rules and details.About TensorArt Going SFW:Q: Will my models involving NSFW be deleted from TensorArt?A : No. Your creation involving NSFW will be hidden from others on TA, but they will not be deleted and remain visible to you. You can still manage them. And as your creation sync across both platforms, users will be able to see them on TensorHub.Q: What if I lose credits using an NSFW model on TA that looks normal?A: We're developing a warning system — if a model frequently generates censored content, we'll add a risk tag to its page. This feature is launching soon.Q: Can I see tasks I create on TH in TA?A: Unfortunately not. While tasks sync between platforms, it's one-way only: TA tasks appear in TH, but TH tasks remain invisible in TA to preserve its SFW environment.More Questions? Contact us on Discord. We've set up a channel for everyone to discussWe're here to support your creative journey, wherever it leads. Thanks for being part of the Tensor family.Create freely,The Tensor Team

You Can Sell Models, LoRAs, ..etc on Ko-fi and SociabuzzIn today's digital era, machine learning and AI tools are valuable assets that can be leveraged in various applications, from developing innovative technologies to conducting cutting-edge research. If you have the skills to create high-quality models, LoRAs, and other related resources, you have a great opportunity to monetize those skills. Two platforms where you can sell ready-to-use AI resources are Ko-fi and Sociabuzz.Why Sell AI Resources?Well-prepared models and more are in high demand among researchers, developers, and tech companies. The process of creating and fine-tuning these resources often requires significant time and expertise. By providing ready-to-use AI resources, you can help others save time and effort while earning financial rewards for your work.-Ko-fi PlatformKo-fi is a popular platform (Global) that allows creators to receive financial support from their fans / buyers. Although initially designed to support artists and content creators, Ko-fi has become a good place to sell digital products, including AI models and more.Steps to Sell AI Resources on Ko-fi:Create a Ko-fi Account: Sign up and create a profile on Ko-fi.Add Digital Products: Use the "Shop" feature to add your models, LoRAs, or other AI resources as digital products.Describe the Resource: Create an informative and engaging description of your resource, including details such as the type of model, use cases, and performance metrics.Set a Price: Determine a reasonable price for your resource, considering the quality and uniqueness of the product you offer.Promote Your Product: Share the link to your Ko-fi page on social media, blogs, or relevant communities to attract potential buyers.-Sociabuzz PlatformSociabuzz is another popular platform in Indonesia (can be used by anyone from any country such as ko-fi, etc.) that allows creators to receive support from their fans / buyers. Additionally, Sociabuzz provides features for selling services and digital products.Steps to Sell AI Resources on Sociabuzz:Create a Sociabuzz Account: Sign up and create a profile on Sociabuzz.Add Services or Products: Use the "Create Service" feature to add your models, LoRAs, or other AI resources as products for sale.Describe the Resource: Write a detailed description of your resource, including important information like the type of model, use cases, and performance metrics.Set a Price: Set a competitive price for your resource.Promote Your Sociabuzz Page: Use social media, forums, and blogs to promote your Sociabuzz page and attract interested buyers.Tips for SuccessQuality is Key: Ensure that the models and resources you sell are high-quality, well-tested, and relevant to market needs.Clear Descriptions: Clearly explain what is included in your resource and how it can be used.Free Samples: Consider providing free samples of your resources to attract buyer interest.Active Promotion: Actively promote your product on various platforms and relevant communities.By leveraging platforms like Ko-fi and Sociabuzz, you can sell ready-to-use AI models, LoRAs, and other related resources to a broader audience while earning income from your hard work in creating and fine-tuning these tools. Start today and see how your AI resources can become a valuable source of revenue!

Finally! It's happening! The Medium version will be released first!+Stability.AICo-CEO Christian Laporte has announced the release of the weights.Stable Diffusion 3 Medium, our most advanced text-to-image model, will soon be available! You can download the weights from Hugging Face starting Wednesday, June 12.SD3 Medium is the SD3 model with 2 billion parameters, designed to excel in areas where previous models struggled. Key features include:• Photorealism: Overcomes common artifacts in hands and faces to deliver high-quality images without complex workflows.• Typography: Provides powerful typography results that surpass the latest large models.• Performance: Optimized size and efficiency make it ideal for both consumer systems and enterprise workloads.• Fine-Tuning: Can absorb fine details from small datasets, perfect for customization and creativity.SD3 Medium weights and code are available for non-commercial use only. If you wish to discuss a self-hosting license for commercial use of Stable Diffusion 3, please fill out the form below and our team will contact you shortly.+ @everyone

Redesigned HomepageWe’ve streamlined the way you enter the creative workspace from the Toast homepage. Now it’s easier than ever to start generating images and videos right away!Each entry point is paired with inspiring examples—real works from our community—because we can’t wait to see more of your amazing creations appear here. 〰Avatar Function SupportWith just one static image and a short audio clip, you can now create cinematic-quality digital human videos. Expect natural facial expressions, perfectly synced lip movements, and fluid body gestures — up to 60 seconds per generation, with full text-based control.Applications range from livestreaming with digital avatars to film and media production, and much more.How to get started:On the homepage, click the Avatar entry to enter the workspace.Select your model type:Infinite Talk excels at voice-to-character synchronization.WAN2.2-S2V offers superior visual quality.Upload your character's imageUpload or generate your audio file online.Finding the right audio file can be tricky, so we’ve added an online audio cloning feature. The system will render your dialogue using the tone and style of your reference. Simply click Generate Audio and:Enter the dialogue text.Provide a reference audio clip.Don’t have a reference clip? No problem. We also provide preset system voices for you to choose from. Once your audio is generated, click Use to apply it directly in the workspace.Finally, set your parameters:Prompt: Keep it simple—just describe the subject. If you’d like gestures or extra actions, add them (e.g., “This man is speaking while waving his arms”).Resolution: Higher resolutions yield sharper results, but require more compute.Generation Mode:Fast Mode: quicker, cheaper, with slight quality trade-offs.Quality Mode: best results, but requires more time and compute.That’s it—you’re ready to generate. We can’t wait to see your high-quality digital humans shared in the community. We look forward to seeing your work pinned on the homepage!

Hello, I am Tom, a writer who not only creates images but also weaves stories around them. My visuals are part of a greater narrative. This article is primarily for those who care to add captions or titles to their images; if you don’t, feel free to move along, there’s nothing for you here! 😉Tensor Art is a fantastic platform that enables users to generate AI images online and offers excellent tools for creativity. However, I want to bring attention to a troubling issue: the censorship of seemingly innocuous accompanying texts.Many users may not even realize that their images and texts are not visible to others. While these pieces appear published to the author, it is only when one clicks on the accompanying hashtags that the reality emerges, those images might not be seen at all. I often found myself puzzled as to why some images received no likes, while others in the gallery thrived with engagement. Now I understand why.Tensor Art provides its users with 10,000 characters to tell their stories, yet this generous allowance is compromised by an apparently restrictive automated word filter. The longer the text, the higher the risk of falling into the censorship trap, as metaphors and nuanced expressions can be misunderstood.Furthermore, there’s a lack of feedback from Tensor Art regarding which words are deemed problematic. It appears there is an automatic filtering system in place that is not functioning optimally and is overly restrictive. Those in charge of Tensor Art are not accessible through this platform, and I am not keen on creating a Discord account just to chat with the boss.Interestingly, the comment section remains uncensored, allowing for open dialogue and discussions. This avenue may serve as a valuable space for users to share their thoughts without the fear of censorship.I invite fellow users to reflect on this issue and consider how it might impact our creative expressions. Together, we can advocate for more transparency and better communication regarding content guidelines.

He actualizado todos mis modelos para que la gente pueda generar imágenes de manera ilimitada y gratuita con ellos, la descarga sigue sujeta al pago del bufet, asi que adelante, den rienda suelta a su creatividad.//I've updated all my models so that people can generate unlimited images with them for free, downloading them is still subject to paying the buffet, so go ahead and unleash your creativity.

📝 - SynthicalThe Dynamics of Negative Prompts in AI: A Comprehensive Study by: Yuanhao Ban UCLA, Ruochen Wang UCLA, Tianyi Zhou UMD, Minhao Cheng PSU, Boqing Gong, Cho-Jui Hsieh UCLAEThis study addresses the gap in understanding the impact of negative prompts in AI diffusion models. By focusing on the dynamics of diffusion steps, the research aims to answer the question: "When and how do negative prompts take effect?". The investigation categorizes the mechanism of negative prompts into two primary tasks: noun-based removal and adjective-based alteration.The role of prompts in AI diffusion models is crucial for guiding the generation process. Negative prompts, which instruct the model to avoid generating certain features, have been less studied compared to their positive counterparts. This study provides a detailed analysis of negative prompts, identifying the critical steps at which they begin to influence the image generation process.FindingsCritical Steps for Negative PromptsNoun-Based Removal: The influence of noun-based negative prompts peaks at the 5th diffusion step. At this critical step, negative prompts initially generate a target object at a specific location within the image. This neutralizes the positive noise through a subtractive process, effectively erasing the object. However, introducing a negative prompt in the early stages paradoxically results in the generation of the specified object. Therefore, the optimal timing for introducing these prompts is after the critical step.Adjective-Based Alteration: The influence of adjective-based negative prompts peaks around the 10th diffusion step. During the initial stages, the absence of the object leads to a subdued response. Between the 5th and 10th steps, as the object becomes clearer, the negative prompt accurately focuses on the intended area and maintains its influence.Cross-Attention DynamicsAt the peak around the 5th step for noun-based prompts, the negative prompt attempts to generate objects in the middle of the image, regardless of the positive prompt's context. As this process approaches its peak, the negative prompt begins to assimilate layout cues from its positive counterpart, trying to remove the object. This represents the zenith of its influence.For adjective-based prompts, during the peak around the 10th step, the negative prompt maintains its influence on the intended area, accurately targeting the object as it becomes clear.The study highlights the paradoxical effect of introducing negative prompts in the early stages of diffusion, leading to the unintended generation of the specified object. This finding suggests that the timing of negative prompt introduction is crucial for achieving the desired outcome.Reverse Activation PhenomenonA significant phenomenon observed in the study is Reverse Activation. This occurs when a negative prompt, introduced early in the diffusion process, unexpectedly leads to the generation of the specified object within the context of that negative prompt. To explain this, researchers borrowed the concept of the energy function from Energy-Based Models to represent data distribution.Real-world distributions often feature elements like clear blue skies or uniform backgrounds, alongside distinct objects such as the Eiffel Tower. These elements typically possess low energy scores, making the model inclined to generate them. The energy function is designed to assign lower energy levels to more 'likely' or 'natural' images according to the model’s training data, and higher energy levels to less likely ones.A positive difference indicates that the presence of the negative prompt effectively induces the inclusion of this component in the positive noise. The presence of a negative prompt promotes the formation of the object within the positive noise. Without the negative prompt, implicit guidance is insufficient to generate the intended object. The application of a negative prompt intensifies the distribution guidance towards the object, preventing it from materializing.As a result, negative prompts typically do not attend to the correct place until step 5, well after the application of positive prompts. The use of negative prompts in the initial steps can significantly skew the diffusion process, potentially altering the background.ConclusionsDo not step less than 10th times, going beyond 25th times does not make the difference for negative prompting.Negative prompts could enhance your positive prompts, depending on how well the model and LoRA have learn their keywords, so they could be understood as an extension of their counterparts.Weighting-up negative keywords may cause reverse activation, breaking up your image, try keeping the ratio influence of all your LoRAs and models equals.Referencehttps://synthical.com/article/Understanding-the-Impact-of-Negative-Prompts%3A-When-and-How-Do-They-Take-Effect%3F-171ebba1-5ca7-410e-8cf9-c8b8c98d37b6?

Tensor.Art will soon support online generation and has partnered with Tencent HunYuan for an official event. Stay tuned for exciting content and abundant prizes!September 28, 2025 — Tencent HunYuan today announced and open-sourced HunYuanImage 3.0, a native multimodal image generation model with 80B parameters. HunYuanImage 3.0 is the first open-source, industrial-grade native multimodal text-to-image model and currently the best-performing and largest open-source image generator, benchmarking against leading closed-source systems.Users can try HunYuanImage 3.0 on the desktop version of the Tencent HunYuan website (https://hunyuan.tencent.com/image). Tensor.Art (https://tensor.art) is soon to support online generation! The model will also roll out on Yuanbao. Model weights and accelerated builds are available on GitHub and Hugging Face; both enterprises and individual developers may download and use them free of charge.HunYuanImage 3.0 brings commonsense and knowledge-based reasoning, high-accuracy semantic understanding, and refined aesthetics that produce high-fidelity, photoreal images. It can parse thousand-character prompts and render long text inside images—delivering industry-leading generation quality.What “native multimodal” means“Native multimodal” refers to a technical architecture where a single model handles input and output across text, image, video, and audio, rather than wiring together multiple separate models for tasks like image understanding or generation. HunYuanImage 3.0 is the first open-source, industrial-grade text-to-image model built on this native multimodal foundation.In practice, this means HunYuanImage 3.0 not only “paints” like an image model, but also “thinks” like a language model with built-in commonsense. It’s like a painter with a brain—reasoning about layout, composition, and brushwork, and using world knowledge to infer plausible details.Example: A user can simply prompt, “Generate a four-panel educational comic explaining a total lunar eclipse,” and the model will autonomously create a coherent, panel-by-panel story—no frame-by-frame instructions required.Better semantics, better typography, better looksHunYuanImage 3.0 significantly improves semantic fidelity and aesthetic quality. It follows complex instructions precisely—including small text and long passages within images.Example: “You are a Xiaohongshu outfit blogger. Create a cover image with: 1) Full-body OOTD on the left; 2) On the right, a breakdown of items—dark brown jacket, black pleated mini skirt, brown boots, black handbag. Style: product photography, realistic, with mood; palette: autumn ‘Marron/MeLàde’ tones.” HunYuanImage 3.0 can accurately decompose the outfit on the left into itemized visuals on the right.For poster use-cases with heavy copy, HunYuanImage 3.0 neatly renders multi-region text (top, bottom, accents) while maintaining clear visual hierarchy and harmonious color and layout—e.g., a tomato product poster with dewy, lustrous, appetizing fruit and a premium photographic feel.It also excels at creative briefs—like a Mid-Autumn Festival concept featuring a moon, penguins, and mooncakes—with strong composition and storytelling.These capabilities meaningfully boost productivity for illustrators, designers, and visual creators. Comics that once took hours can now be drafted in minutes. Non-designers can produce richer, more engaging visual content. Researchers and developers—across industry and academia—can build applications or fine-tune derivatives on top of HunYuanImage 3.0.Why architecture matters nowIn text-to-image, both academia and industry are moving from traditional DiT to native multimodal architectures. While several open-source models exist, most are small research models with image quality far below industrial best-in-class.As a native multimodal open-source model, HunYuanImage 3.0 re-architects training to support multiple tasks and cross-task synergy. Built on HunYuan-A13B, it is trained with ~5B image-text pairs, video frames, interleaved text-image data, and ~6T tokens of text corpus in a joint multimodal-generation / vision-understanding / LLM setup. The result is strong semantic comprehension, robust long-text rendering, and LLM-grade world knowledge for reasoning.The current release exposes text-to-image. Image-to-image, image editing, and multi-turn interaction will follow.Track record & open-source commitmentTencent HunYuan has continuously advanced image generation, previously releasing the first open-source Chinese native DiT image model (HunYuan DiT), the native 2K model HunYuanImage 2.1, and the industry’s first industrial-grade real-time generator, HunYuanImage 2.0.HunYuan embraces open source—offering multiple sizes of LLMs, comprehensive image / video / 3D generation capabilities, and tooling/plugins that approach commercial-model performance. There are ~3,000 derivative image/video models in the ecosystem, and the HunYuan 3D series has 2.3M+ community downloads, making it one of the world’s most popular 3D open-source model families.LinksThe model will soon be available for online generation on Tensor.Art.Model Playground (desktop only): https://hunyuan.tencent.com/modelSquare/home/play?from=modelSquare&modelId=289Official Site: https://hunyuan.tencent.com/imageGitHub: https://github.com/Tencent-HunYuan/HunyuanImage-3.0Hugging Face: https://huggingface.co/tencent/HunYuanImage-3.0HunYuanImage 3.0 Prompt Handbook: https://docs.qq.com/doc/DUVVadmhCdG9qRXBUSample Generations & Prompts (English translations provided)A wide image taken with a phone of a glass whiteboard, in a room overlooking the Bay Bridge. The field of view shows a woman writing. The handwriting looks natural and a bit messy, and we see the photographer's reflection. The text reads: (left) "Transfer between Modalities: Suppose we directly model p(text, pixels, sound) [equation] with one big autoregressive transformer. Pros: image generation augmented with vast world knowledge next-level text rendering native in-context learning unified post-training stack Cons: varying bit-rate across modalities compute not adaptive" (Right) "Fixes: model compressed representations compose autoregressive prior with a powerful decoder" On the bottom right of the board, she draws a diagram: "tokens -> [transformer] -> [diffusion] -> pixels"Young Asian woman sitting cross-legged by a small campfire on a night beach, warm light glinting on her skin, shoulder-length wavy hair, oversized knit sweater slipped off one shoulder, holding a burning newspaper (half-scorched), high-contrast warm orange firelight under a deep-blue sky, film-grain texture, waist-up angle.Young East Asian woman with fair, delicate skin and an oval face. Clear, refined features; large, bright dark-brown eyes looking directly at the viewer; natural brows matching hair color; petite, straight nose; full lips with pale-pink gloss. Shiny brown hair center-parted into two neat braids tied with white ruffled fabric bows. Wispy bangs and strands blown lightly by wind. Wearing a white camisole with delicate white lace trim at the neckline and straps; bare shoulders, smooth skin. Key light from front-right creating highlights on cheeks, nose bridge, and collarbones. Background: expansive water in deep blue, distant land with dark-green trees, lavender sky suggesting dusk or dawn. Overall warm, gentle tonality.Neo-Chinese product photography: a light-green square tea box with elegant typography (“Eco-Tea”) and simple graphics in a Zen-inspired vignette—ground covered with fine-textured emerald moss, paired with a naturally shaped dead branch, accented by white jasmine blossoms. Soft gradient light-green background with blurred bamboo leaves in the top-right. Palette: fresh light greens; white flowers for highlights. Eye-level composition with the box appearing to hover lightly above the branch. Fine moss texture, natural wood grain, crisp flowers, soft lighting for a pure, tranquil mood.Zen-inspired luxury perfume still life: a square transparent bottle with warm golden liquid and black cap on a dark-brown pedestal. Deep blue gradient backdrop with a minimalist black branch casting sharp silhouettes and three white magnolias in bloom. Palette: deep blue, warm gold, pure white, rich black; eye-level, centered composition with soft light, premium finish, and Eastern floristry aesthetics.Advertising still life: a floating ketchup bottle surrounded by fresh tomatoes with splashes and flying juice. Dominant rich red scene; realistic, high-impact style; crystalline splash details and plump tomatoes. Center composition focusing on the bottle and explosion. Include label text: “WELL 威尔番茄沙司 净含量 300g”.Neo-Chinese, Zen-style premium tea still life: light-blue “Seek-Tea” box with refined Chinese typography and gold-foil motifs; sky-blue gaiwan (bowl, lid, saucer) with a smooth glaze; and a deep-blue vase. Two dark wood furniture pieces: taller stand on the left, shorter stand on the right with gold vertical metal trim. Red-orange gradient background (deep red top → light orange bottom) with soft bamboo shadows. Palette: red-orange, light blue, sky-blue, deep blue, dark wood, gold. Eye-level, symmetric layout; soft bamboo shadows, fine wood grain, warm ceramic sheen, refined metal textures; soft light for a high-end, Eastern ambience.Lifestyle product photo: a woman with voluminous curls wearing over-ear headphones and a loose pale-yellow sweatshirt, seated by a sun-lit window. Background: bright yellow wall and clear blue sky. Warm, comforting vibe; palette dominated by yellows with fresh blue accents. Side view, relaxed pose (elbow on desk, cheek in hand, gaze drifting). Details: curly texture, compact wireless headphones, translucent brown glass cup, minimalist devices, gentle natural-light shadows—cozy and serene.Illustration style: a step-by-step tutorial explaining how to make a latte. Must include a title and English step descriptions.

06/05/2026:TA → Slowly losing its soulTH → Fading into silence🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫30/10/2025:🐻 “Bear… I honestly have no idea anymore.”even a bear made of fur and stitches, standing in a burning forest — has been judged “NSFW.”No nudity. No violence beyond a story.Just imagination misunderstood.Maybe it’s not the art that’s dangerous,but the system that fears it.🚫27/08/2025:🕹️ Pixel Suspect ReportLet me introduce the suspect:🟦 A handful of chunky 8-bit pixels.👾 A character so blocky he could be from a forgotten NES cartridge.📺 Background noise that looks more like static than skin.Zero detail. Zero curves. Zero resemblance to reality.And yet… flagged as NSFW.Apparently, in 2025, pixel blocks are too seductive to be trusted. 🙃🎮🚫So… apparently, this image was flagged as NSFW.No warning. No message. Just poof, hidden from public view like it committed a crime.Let me introduce the suspect:🪨 A pile of extremely well-behaved rocks.🌿 Peaceful shadows.🧱 A wall that may have once had dreams of being in a spa commercial.Zero nudity. Zero people. Zero context for anything remotely "naughty."And yet… NSFW. 🤨I have so many questions.Was the curve of the pebble too sensual?Did the shadows whisper something suggestive?Or was it the wall’s peeling texture that crossed the line into forbidden territory?I don’t know. But somewhere, a robot looked at this and went:“Mmm. Too sexy. Hide it.”Look, I get it—AI moderation is tough.But when stacked stones are considered risky, I think we may have stacked the wrong priorities.Creators just want to make something quiet. Something calming.But if serenity is now NSFW…Well, good luck to all of us.#NSFWPebbleEnergy#BannedByStillness#RocksAreTooHot#AIHasTrustIssues#ZenButFlagged#fell into darkness#slowly forgetting what creativity looked like

Unlocking the Power of CUDA 12.1 with DWPose and Onnxruntime-GPU: A Simple GuideIf you're looking to harness the capabilities of DWPOSE or Onnxruntime with CUDA 12.1, follow these straightforward steps to get started.Step-by-Step Installation Guide:Uninstall Old Version of Onnxruntime-GPU:Begin by removing any existing version of Onnxruntime-GPU to avoid conflicts.shpip uninstall onnxruntime-gpuCopy codepip uninstall onnxruntime-gpuInstall PyTorch with CUDA 12.1:Install the specific versions of PyTorch, Torchvision, and Torchaudio that are compatible with CUDA 12.1.shpip install torch==2.3.0+cu121 torchvision==0.18.0+cu121 torchaudio==2.3.0+cu121 --extra-index-url https://download.pytorch.org/whl/cu121Copy codepip install torch==2.3.0+cu121 torchvision==0.18.0+cu121 torchaudio==2.3.0+cu121 --extra-index-url https://download.pytorch.org/whl/cu121Install Onnx and Onnxruntime:Next, install the Onnx and Onnxruntime packages.shpip install onnx onnxruntimeCopy codepip install onnx onnxruntimeInstall Onnxruntime-GPU for CUDA 12.1:Finally, install the Onnxruntime-GPU package compatible with CUDA 12.1 using the provided extra index URL.shpip install onnxruntime-gpu --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/Copy codepip install onnxruntime-gpu --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/Portable Version Installation:If you need a portable setup, follow this method:shpython_embeded\python.exe -m pip install onnxruntime-gpu --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/Copy codepython_embeded\python.exe -m pip install onnxruntime-gpu --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/By following these steps, you'll be equipped to fully utilize the power of CUDA 12.1 with DWPOSE and Onnxruntime-GPU, ensuring optimal performance and compatibility for your projects. Happy coding!

We’re excited to announce a major set of updates designed to make your training workflow more powerful, flexible, and easier to manage!🔹 1. Library now supports LabelingYou can now create folders in the Library and label your own images / videos directly inside them.Folders can be imported into online training with one click, or downloaded for local training.Easily organize, manage, and back up all your training assets in one place!You can now edit labeling directly from the left panel in a more intuitive way.We’ve also upgraded the labeling component in Model Training, bringing the same convenience to the training page.🔹 2. New Labeling Models AddedWe’ve introduced 3 new labeling models:gemini-3-flashgemini-2.5-flashqwen-3-vl✨ These models support style preference prompts, allowing you to precisely control labeling results.👉 We've prepared preset templates for you. You can also freely configure your exclusive Labeling Prompt based on your training set.📌 Note: Labeling with these three models will consume small amount of creditsYou can always switch back to the previous free models if needed.🔹 3. Upload Local Labeled Datasets Directly to LibraryYou can now upload your locally labeled training dataset directly to the Library.Simply make sure your images and corresponding labeling .txt files share the same filename.Once uploaded, they will be automatically paired and stored in the Library for easy management.Here is a short video illustration: https://tensor.art/posts/956859563527662579🔥 This update is a huge boost for model trainers — better organization, smarter labeling, and smoother training workflows.Try it out now and let us know what you think!

Dear Tensorians,We need to be transparent: WAN2.5 runs on APIs and is relatively expensive, and we're currently operating at a significant loss.To keep the service available, we will have to increase Wan2.5 task consumption by10% for 1080p & 65% for 480p & 720p —effective on 2025.11.13This decision came after exhausting possible alternative, we genuinely wish we didn't have to make this change. And our WAN2.5 API will still be the lowest you’ll find anywhere.Your creativity and support mean everything to us, and we're grateful for your understanding as we work to keep WAN2.5 sustainable for the long run. Thank you for sticking with us through this. 💙And of course, once WAN2.5 is open-sourced and we're no longer paying API fees, we'll drastically reduce task consumption, offering a way cheaper price.

At TensorArt, we believe creativity thrives best in environments that are both free and responsible.As we evolve into a fully SFW (Safe For Work) platform, this policy outlines what content we restrict—and more importantly, why—to ensure our community remains vibrant, legally compliant, and welcoming to creators of all backgrounds.What Content Is Restricted on TensorArt1. NSFW ContentAny content depicting explicit sexual acts, nudity, or pornographic material is not permitted for public visibility & Generation. This includes:Images, models, or posts with explicit sexual themesPrompts and generations that produce NSFW outputs2. Child Pornography and ExploitationWe maintain absolute zero tolerance for: Child pornography or any sexual content involving minorsEnforcement: We reserve the right to delete any content involving child pornography, and accounts posting such content will be permanently banned.3. Celebrity ContentModels, images, or content depicting real celebrities are prohibited across TensorArt."celebrity" includes: entertainment stars, influencers , athletes, political leaders, business executives, and historically recognizable figures.Enforcement: Celebrity content will be immediately hidden. Repeated violations may result in account termination.4. Illegal ContentCriminal or unlawful materialContent promoting extreme violence, hate speech, or harassmentOther Regulated Content1. Child Safety Related ContentModels based on real, identifiable children will be hidden. Even if non-pornographic to protect children's privacy and safety.Any content that exploits, endangers, or depicts minors in inappropriate contexts will also be hidden.2. Real Person ModelsModels of specific, identifiable individuals are regulated to protect personal portrait rights. Distribution may be restricted if the model:Produces insulting, degrading, or harassing contentGenerates pornographic or overly revealing imageryViolates an individual's right to control their own likenessIf you encounter a model depicting you or a loved one that you find offensive, please contact us for removal.3. Protected Intellectual PropertyContent featuring certain corporate IPs may face restrictions, including select properties from Nintendo and Disney. Related models and posts may experience reduced visibility as we navigate copyright protection while preserving creative freedom.Thank YouThank you for your understanding and for being part of our creative community. These policies help ensure TensorArt remains a safe, sustainable platform where everyone can create freely and responsibly.Have questions about how these changes affect your work? Contact us on Discord—our team is ready to assist.Create boldly,The Tensor Team

We bring you some recent updates on TA that you might find interesting. HunyuanImage 2.1 UpdateFollowing Tencent’s official update of Hunyuan 2.1, which introduced ComfyUI support, TA has now synchronized its system to support this update as well.Hunyuan 2.1 has : Enhanced Semantic Understanding: Now capable of accurately interpreting complex semantics, supporting individual descriptions and precise generation for multiple subjects.Improved Visual Quality: Visual textures are more realistic, with enhanced details and significant improvements in lighting and material expression.Faster and More Stable Performance: Response and generation speeds are now more consistent, meeting a wider range of business scenario demands.📣 We now supports native 2K resolution output! Don’t miss out.Try it here: https://tensor.art/models/908972930887615947SRPO SupportSRPO is introduced to address the "oily" texture issue in the Flux model. Compared to previous Flux models, SRPO offers the following advantages: Oiliness Reduction: Effectively eliminates oiliness and AI-generated artifacts, enhancing realism by up to 3x. Fast Training: The training process now takes only 10 minutes.Experience here: https://tensor.art/models/908661281618175817Vace SupportedWe previously launched the video Vace feature, but recently with help of Wan 2.2 VACE, we've upgraded it to make it even more powerful.VACE provide Precise Motion Rendering: Accurately recreates action changes and facial expressions.Simple Setup: Just go to the Video Workspace, select Edit as the model type, choose the Wan 2.2 model family, and select Wan 2.2 Vace. Easy Upload and Generation: Upload your materials and hit Generate to create videos.Multiple Function includes depth control, pose control, swap subject, multi-image-reference and Recolorization. Offers comprehensive video editing tools, precise control, and endless creative possibilities.New Labeling AlgorithmThe new Minicpmv4.5 series labeling algorithm is now available for online training. Compared to previous versions, this algorithm offers significant improvements:Better Understanding of Images/Videos: Now captures more subtle details and semantics with greater precision.Natural and Fluent Tagging: Generates labels that are more aligned with human expression.Check it out below:Enter the online training mode, upload your image, and select Labeling → Auto Labeling.Choose the Minicpmv4.5 series from the dropdown menu.Preview the results.Enhanced Prompt UpgradesTo help improve the quality and stability of generated content, we has upgraded the prompt enhancement feature.Optimized Prompt Formula: The generated prompt text now follows a formula of [Subject Description] + [Environmental Background] + [Style Tone] + [Aesthetic Parameters] + [Emotional Atmosphere] + [On-screen Text], ensuring detailed, accurate expression.Simply go to the workspace, input your core keywords, and click the Prompt Enhancement icon to generate a complete prompt in one click—no more struggling with unclear or lackluster descriptions! 👇👇👇Thank you for reading through the update! If you have any questions or suggestions, feel free to join our community and reach out to the admins for feedback on Discord.

As some have noticed, some LoRA have "disappeared" on Tensor.Art for some reason. And no, they are not deleted. For reasons I don't understand, the site has hidden them for some reason. I will try to find out why this happened and if it can be fixed.Changed: links have been removed because they don't work for you anyway. According to the moderators at the Discord server, they are currently trying to optimize the search. When that happens, then, in theory, everything will be fixed.Changed 2: payment systems are still to blame. I've removed all the text related to Collective Shout. Nevertheless, I hope that censorship will be eliminated. Forbidding someone to do something without having direct contact with a person is not normal.

source: Yahoo FinanceTensor.Art Becomes World's Largest VisionAI Resource Hosting Platform in Under a Year, Empowering Enterprise AIFounded in July 2023, Tensor.Art has seen its global traffic surpass 15 million in less than a year.Currently hosting over 330,000 resources and generating more than 2 million images daily, it has positioned itself as a leading generative AI service platform worldwide. Remarkably, Tensor.Art has already started to turn a profit.As a pioneering explorer of a sustainable Gen AI ecosystem, Tensor.Art provides cloud computing power for model creators and users while offering AI solutions tailored to real-world applications across various industries.Founder Shen, possessing a keen sense of computer and AI technology, quickly decided to enter the AIGC (AI-generated content) market during its early rise. This swift decision led to the establishment of a platform that offers robust support.Tensor.Art is the world's first model platform that supports online inference and online operation of full-scale models. It consistently maintains a keen insight into the latest AI technologies and promptly embraces various cutting-edge advancements, such as the globally popular Stable Diffusion3, HunYuan DiT, Kolors, Flux, and more!As one of the first to deploy StableDiffusion on the cloud, Tensor.Art maintains a keen insight into new AI technologies and rapidly integrates the latest advancements. This includes globally impactful technologies like Stable Diffusion 3, HunYuan DiT, Kolors, Flux, and more.404’s report on Tensor.Art as the world’s first company to hold AI events in 2023Operations head Sawoo states, “We are committed to providing the best platform and community for AI enthusiasts and model creators.As early as 2023, we were pioneers in the AIGC platform space, hosting diverse events and launching creator incentive programs, which have since been emulated by competitors like CivitAI.Moreover, we tirelessly promote new global technologies, ensuring rapid online integration and training capabilities.With a comprehensive community ecosystem and rich activities, Tensor.Art now leads the global growth in new foundational models, growing at 5-6 times the rate of other leading competitors, earning praise from AI enthusiasts and model creators worldwide.”A successful collaboration between Tensor.Art and SnapChatIn an effort to democratize AI and make generative services more accessible, Tensor.Art has explored numerous real-world applications.For instance, in February 2024, the platform used its AI generative capabilities in collaboration with SnapChat to create a new paradigm in creativity through AR.Subsequent partnerships include renowned tattoo artists from Austria, a famous sticker website in the UK, and an architectural firm in Turkey, offering AI-generated design inspiration.API Service：https://tams.tensor.art/Additionally, Tensor.Art is committed to serving the B2B sector by providing a GPU API platform and simplified AI tool workflows, significantly lowering the AI adoption barrier for enterprises and catering to customized needs. This makes AI services more accessible and efficient, enhancing corporate productivity and creative inspiration.Looking ahead, Tensor.Art will maintain its competitive edge by continuing to explore and quickly integrate new global technologies while also launching its own large models. This vision aims to offer an even better community experience and technical capabilities for AI enthusiasts and model creators.

Dear Creators,Thank you for being a vital part of the TensorArt community.To foster innovation and long-term ecosystem health, we’re refining our resource focus. Starting July 22, 2026 (UTC), creator incentives will be restructured into three parallel earning tracks:🔄 Key Updates: Three Earning TracksMoving forward, your daily incentive earnings will be calculated as: TenStar Fund + Pro Model Incentives + Pro Tools Incentives.1️⃣ TenStar Fund (EXCLUSIVE / EARLY ACCESS)Threshold Adjustments: Standard TenStar Fund incentives will now only apply to New Base Models, and revenue is counted only from Pro user usage.The current eligible New Base Models are limited to Anima and Krea2 (subject to dynamic updates; we will announce any additions promptly via Discord—please stay tuned!).The rules and interactions for "EXCLUSIVE / EARLY ACCESS" on other non-currently-defined New Base Models remain unchanged, but they will no longer generate TenStar Fund revenue.2️⃣ Pro Model IncentivesRegardless of whether it is a New Base Model, approved Pro Models will retain member incentives and referral bonuses ($3 per referral).Only revenue from Pro user usage is counted, with the coefficient consistent with TenStar Fund.3️⃣ Pro Tools IncentivesApproved Pro Tools will retain member incentives and referral bonuses ($3 per referral).Only revenue from Pro user usage is counted, with the coefficient consistent with TenStar Fund.Standard Tools without Pro segment enabled will no longer receive incentives.⚠️ Impact on YouThis adjustment applies only to the main TensorArt site.🌱Hub🌱 remains unchanged — All existing Hub rules and features continue as before.✅ What Stays the SameBuffet Plan Settings: You can still enable paid access for your models or tools via the Buffet Plan.Open Applications: Submissions for EXCLUSIVE / EARLY ACCESS / Pro Models and Pro Tools remain open with full benefits intact.🔮 What’s NextThis shift accelerates our next-gen model ecosystem. Soon, we’ll roll out enhanced Forge Agents, new templates, and a dedicated Forge Creator Incentive Program—ensuring your creativity earns more direct, sustainable rewards.💬 Questions? We’re here to help! Reach out anytime on 👉Discord👈.

🌟 To all our amazing creators, artists, and supporters:As we step into 2025, let's embrace new opportunities, ignite our creativity, and continue building a vibrant community together! 🖌️🤖💡 Here's to innovative ideas, limitless imagination, and game-changing projects in the world of AI and art. Thank you for being a part of this incredible journey. Your support means everything! 🙌❤️🎆 Let’s make 2025 the most creative and inspiring year yet! 🎇Drop your wishes, thoughts, or art below! ⬇️🎨🛠️✨💬 Join the conversation in our Discord server and let’s create magic together! 🌟✨https://discord.gg/n4HGJkXMeK

Halloween and the Evolution of AI in Image GenerationIn recent years, the intersection of Halloween and artificial intelligence (AI) on TA has opened up exciting possibilities, particularly in the world of image generation. From creating customized spooky visuals to helping designers, artists, and enthusiasts craft unique Halloween experiences, AI-driven tools have transformed the way we think about creativity during this festive season.🎃🎃🎃Halloween has always been visually captivating. From ancient times, the festival's iconic symbols—pumpkins, ghosts, witches, and bats—have been used to evoke the eerie and supernatural elements of the season. These symbols, steeped in folklore, mythology, and cultural practices, have evolved into modern-day decorations, costumes, and artwork.In the past, artists and illustrators painstakingly designed Halloween scenes, with a lot of time and effort devoted to the intricate details. But the rise of AI and TA, particularly AI-based image generation on TA, has changed the way we create and consume Halloween-themed visuals.The Future of Halloween Art and AIAs AI continues to evolve, TA will shaping the future of Halloween art and culture is set to grow. AI-driven advancements such as real-time image editing, 3D Halloween environments, and immersive experiences using augmented and virtual reality will likely redefine how we celebrate the holiday. The boundaries between physical decorations, digital art, and interactive experiences may blur, leading to more dynamic, customizable Halloween festivities.Happy Halloween 💀👻🎃🥳🍬 NukeA.I ☣

Hello, I am not sure if this is where I should post this since I am not sure how to contacts mods here, so please bear with me. or at least tell me where I should post this.I have been around here a while now and I know about all the policy changes on celebs and 18 plus, aka adult content or "sensitive content (17+)". If you look at my page you can see I do not post adult images and try my best not to post anything that could be seen as "sensitive". I would these are clothes that you could see in public and show a whole lot less skin than many other users are showing in their posts. But recently in the last few days, many of my new posts are automatically being deemed "sensitive content." Now I am even talking about images where the person is FULLY CLOTHED, in a neutral and NON-SUGGESTIVE POSE. Can someone please explain what is going on here? Am I missing something? Is it an issue with models I use?Sometimes my posts do make it through and then the next morning they are again ruled as "sensitive content" And they are not! And there is no appeal button?? WTH?!Now I don't agree with all of the new censorship rules, but I DO UNDERSTAND THEM, AND I DO FOLLOW THEM. So why am I being punished for posting clean, by the rules content?? I attached three images below that were deemed sensitive content after being on the website a few hours that I had to remove... You can see for yourself that they are not sensitive or inappropriate... Can someone please help? I don't think I can keep using this site if everything I post is just going to be blocked anyway...Sorry for being heated but it's very frustrating when you take time to create and post images only for them to be removed for no reason...

IntroductionThe Tanjore Temple, also known as Brihadeeswarar Temple, is a striking example of India’s architectural grandeur and rich cultural heritage. Nestled in the historic town of Thanjavur in Tamil Nadu, this UNESCO World Heritage Site draws thousands of visitors each year, eager to marvel at its towering vimana (temple tower), intricate carvings, and vibrant history.Historical BackgroundBuilt by the great Chola emperor Raja Raja Chola I in the 11th century, the Tanjore Temple stands as a testament to the ingenuity and vision of ancient Indian architects and artisans. Completed in 1010 AD, it celebrated its millennium in 2010, marking a thousand years of awe-inspiring presence.Architectural SplendorThe VimanaThe most striking feature of the Tanjore Temple is its colossal vimana, which rises to a height of 66 meters. This towering structure is crowned with a massive dome, made from a single piece of granite weighing approximately 80 tons. This engineering marvel leaves historians and architects alike in awe, given the lack of modern machinery during its construction.The SanctumAt the heart of the temple lies the sanctum sanctorum, housing a massive Shiva lingam. The inner walls of the sanctum are adorned with exquisite frescoes and murals, depicting various mythological scenes and showcasing the artistic brilliance of the Chola period.Intricate CarvingsEvery inch of the Tanjore Temple is a canvas of intricate carvings. From the elaborate depictions of deities and mythological narratives on the walls to the ornate pillars and ceilings, the temple is a visual feast. These carvings not only serve as decorative elements but also provide a glimpse into the socio-cultural milieu of the Chola dynasty.Cultural SignificanceReligious ImportanceThe Tanjore Temple is dedicated to Lord Shiva and holds immense religious significance for Hindus. It is one of the largest temples in India and serves as a major pilgrimage site, especially during festivals like Maha Shivaratri. Devotees from across the country flock to the temple to seek blessings and participate in the vibrant festivities.Artistic HeritageThe temple is a treasure trove of Chola art and architecture. The frescoes and murals, in particular, offer invaluable insights into the artistic and cultural landscape of the period. The depictions of dance forms, musical instruments, and attire provide a vivid picture of the era’s cultural richness.Visiting Tanjore TempleBest Time to VisitThe ideal time to visit Tanjore Temple is between October and March when the weather is pleasant. The temple complex is open from early morning till evening, allowing visitors ample time to explore and soak in its magnificence.How to ReachThanjavur is well-connected by road, rail, and air. The nearest airport is Tiruchirappalli International Airport, about 60 kilometers away. Thanjavur Junction is the nearest railway station, with regular trains from major cities like Chennai, Bangalore, and Coimbatore. Buses and taxis are also readily available for local transportation.AccommodationThanjavur offers a range of accommodation options, from budget hotels to luxury resorts, catering to the diverse needs of travelers. Staying in the town allows visitors to explore not just the temple, but also other nearby attractions like the Thanjavur Royal Palace and the Saraswathi Mahal Library.ConclusionThe Tanjore Temple is more than just an architectural marvel; it is a living testament to India’s rich cultural and religious heritage. Its towering vimana, intricate carvings, and historical significance make it a must-visit destination for history enthusiasts, art lovers, and spiritual seekers alike. Plan your visit to this timeless treasure and immerse yourself in the grandeur of the Chola dynasty.

TensorArt’s first anniversary marks about the same length of time I have been involved in image generation. This, I think, is a good time to reflect on my thoughts about generative AI.When a colleague told me about Dall-E, I could hardly imagine anything more wonderous than the ability to conjure up an image that existed only in my head, with no more than a few well-chosen words.Through Dall-E I discovered ChatGPT, and I was equally amazed by a machine’s ability to create a coherent article out of a few rough ideas in my mind. And then the floodgates swung open, and suddenly AI seemed to be everywhere. In short order I became aware of Stable Diffusion and MidJourney, and I adopted the former as my go-to image generation AI model.Battling my way through a bewildering variety of SD implementations, mostly of questionable quality, chancing upon TensorArt (just shortly after the release of SDXL) opened a whole new world for me: access to variety of high-quality models that could generate images on par with more expensive rivals. I was instantly hooked, and months later, I still am.I can draw and paint reasonably well, but modesty forces me to admit that I am no great artist. I’ve done quite a few photorealistic vector illustrations in my day, but those would take up to 15 hours or more to complete. Having the ability to achieve that level of realism in minutes (and nowadays even seconds) remains mind-blowing.There are probably millions of people like me; people who have the vision to create beautiful art, but lack the manual skills to realise that vision. For people like us, generative AI is the Red Bull of creative endeavours – it gives us the wings our imaginations needs to soar to dizzying new heights. It allows us to express ourselves as we have never been able to do before, and to savour the indescribable satisfaction of producing a well-executed image that may otherwise never have seen the light of day.Generative AI, whether it be Stable Diffusion, ChatGPT, or any of the other implementations, is an incredibly powerful tool. I use it as a hobby, but also more and more as an integral part of my work. I am sure others do too. But with great power, they say, comes great responsibility.As much as AI has the potential to be one of humanity’s greatest inventions, it also has the potential to be one of the most destructive – not in a Terminator-type rebellion-of-the-machines kind of way, but as a threat to the very fabric of our society. I could delve deeper into this subject (and if interest justifies it, I may), but that’s outside of the scope of this article. Suffice it to say that, as with most human inventions, we need to find ways of using it to improve humanity rather than destroy it.As our species takes the first steps into this brave new future, seemingly brimming with promise and potential, we are at a junction where we can decide how to use this tool. I take heart at the fact that we in the TensorArt community, and other like it, seem to already have made our choice: as a universally accessible tool to give expression to the greatest gift we have: human imagination.

tongue, looking_at_viewer, tongue_out, own_hands_together, open_mouth, oral_invitation, cupping_hands, seiza, sitting, from_above, simple_background, white_background,

SD3：稳定扩散技术的下一次进化（2024）在人工智能和机器学习不断发展的领域，稳定性和精确性至关重要。随着我们进入2024年，稳定扩散3（SD3）的发布标志着扩散模型的一次重大飞跃，承诺提供增强的功能和更广泛的应用。本文深入探讨了SD3的创新和影响，展示了其为何有望重新定义AI驱动的图像生成及更多领域的格局。什么是稳定扩散？稳定扩散模型是一类生成模型，通过称为扩散的过程创建高质量、真实的图像。这涉及将随机噪声逐渐转变为连贯的图像，类似于从负片中冲洗出照片。这些模型的稳定性确保了转换过程的顺畅，并产生一致的结果，使其在各种应用中高度可靠。SD3的关键创新增强的计算效率： SD3引入了先进的优化技术，显著减少了图像生成所需的计算开销。通过利用最前沿的硬件加速和精简的算法，SD3可以比其前辈更快、更高效地生成图像。改进的图像质量： SD3的一大亮点是其生成前所未有的清晰和细节图像的能力。该模型采用了精细的噪声到图像转换过程，最大限度地减少了伪影并增强了输出的保真度，使其适用于专业级应用。扩展的功能： 除了传统的图像生成外，SD3还扩展了其功能，包括3D模型创建、视频合成和互动媒体。这种多功能性为创意专业人士、游戏开发者和电影制片人提供了新的探索和创新途径。鲁棒性和稳定性： 稳定性一直是扩散模型的基石，而SD3将其提升到了一个新的水平。增强的稳定机制确保了模型即使在不同条件和输入复杂性下也能保持弹性，在各种场景中提供一致的性能。道德AI和安全措施： SD3集成了先进的道德AI框架，防止滥用并确保负责任的部署。内置的保障措施和偏见检测机制有助于维护生成内容的完整性，符合全球道德AI使用标准。应用和影响SD3的进步将彻底改变几个行业：娱乐和媒体： 电影制片人和游戏开发者可以利用SD3更轻松、更逼真地创建栩栩如生的角色、沉浸式环境和动态场景。广告和营销： 高质量的图像生成允许更引人注目和个性化的营销材料，提高消费者参与度和品牌影响力。医学影像： SD3的精确度可以帮助生成详细的医学图像，协助诊断和治疗规划，提高准确性。艺术和设计： 艺术家和设计师可以突破创意的界限，使用SD3探索以前无法实现的新艺术风格和视觉效果。

Besides researching AI painting, I am also using my spare time to create AI music. I composed an AI song for TensorArt and hope they can keep up the good work, making the AI painting platform better and better.The AI music was generated using SunoAI and can be listened to via the following link. I have also created some other styles of music, which you might find enjoyable to listen to while painting. It might even inspire you. Since I have just started experimenting with AI music creation, there aren’t many songs yet. Rest assured, I will continue to create AI painting content as well and not just focus on AI music. Here are the lyrics of the song:https://suno.com/song/d3516353-939f-4968-be60-d542d8e522fa《Canvas of Tomorrow》Weeeehhhh!Aaaaahhhh![Verse 1]In the silence of my thoughts, a vision comes to life,With a heart full of colors, I paint into the night.TensorArt’s magic, turns ideas into light,Every brushstroke I create, my future shining bright.[Chorus]Oh, TensorArt, you light my way,In the world of dreams, where colors play.With you, my art takes wings and soars,A canvas of dreams, where I explore.[Verse 2]From the depths of my soul, to the canvas I embrace,TensorArt’s touch, brings life to empty space.No more shadows, only light, no more doubts in sight,With TensorArt by my side, I paint my dreams tonight.[Chorus]Oh, TensorArt, you light my way,In the world of dreams, where colors play.With you, my art takes wings and soars,A canvas of dreams, where I explore.[Bridge]Through the highs and the lows, the dawn and the dusk,TensorArt guides me, in the creative trust.Every stroke a story, every hue a part,With TensorArt, I’ve discovered the art in my heart.[Outro]Oh, TensorArt, you light my way,In the world of dreams, where colors play.With you, my art takes wings and soars,A canvas of dreams, where I explore.With you, I’ve found the art in my heart,With you, my dreams will never depart.For other music, please visit https://suno.com/@futurevolab to listen.

Let’s open your world of art!

Siam Commercial Bank (SCB) in Thailand is leveraging AI to transform its banking services, particularly in the area of credit approval for small and medium-sized enterprises (SMEs). This initiative is part of SCB's broader strategy to become a fully digital bank by 2025, emphasizing both technological efficiency and human-centric services​ (Bangkok Post)​​ (SCBX Thai)​.AI-Driven Credit ApprovalSCB has integrated AI and advanced data analytics into its credit approval processes to enhance efficiency and accuracy. By using predictive analytics, the bank can evaluate loan applications faster and more precisely. This involves analyzing vast amounts of data from various sources to assess the creditworthiness of applicants, significantly speeding up the approval process which traditionally could take weeks​ (Bangkok Post)​​ (Accenture | Let there be change)​.Digital Transformation InitiativesSCB's digital transformation includes the migration of its data infrastructure to the cloud, specifically to Microsoft Azure, which has enabled the bank to handle and analyze large datasets more effectively. This migration supports the deployment of AI tools that can assess credit risks and personalize banking services based on customer data​ (Accenture | Let there be change)​.The bank has also developed various digital platforms, such as the SCB Easy mobile app and SCB Connect on LINE, to provide seamless banking experiences. These platforms facilitate not only routine transactions but also sophisticated services like digital loan applications, making banking more accessible and efficient for SMEs​ (Bangkok Post)​.Benefits for SMEsFor SMEs, this AI-driven approach means quicker access to credit and more tailored financial products. The use of alternative data and risk-based pricing helps in providing loans to businesses that might not have a substantial credit history but show promising growth potential. This inclusivity is crucial for fostering the growth of SMEs in Thailand's dynamic economy​ (Bangkok Post)​​ (McKinsey & Company).Broader Impacts and Future GoalsSCB aims to increase its digital loan portfolio significantly, with a goal of digital revenue constituting 25% of total revenue by 2025. This ambitious target underscores the bank's commitment to integrating AI across its operations to enhance customer experience and operational efficiency​ (Bangkok Post)​.In summary, SCB's use of AI in credit approval processes for SMEs represents a significant step towards modernizing banking services in Thailand. By harnessing advanced data analytics and AI, SCB is not only improving its operational efficiency but also making financial services more accessible to smaller businesses, thus driving economic growth and innovation in the region​ (Bangkok Post)​​ (Accenture | Let there be change)​​ (SCBX Thai)​.=============================================================Nation TV in Thailand is pioneering the use of AI-generated news reporters, introducing the country's first virtual anchors named Natcha and Nitchan. These AI reporters will debut on April 1, 2024, as part of the Nation News Alert program. This initiative places Thailand alongside other countries like China and India, which have already integrated AI technology into their newsrooms to enhance efficiency and accuracy in news reporting.Natcha and Nitchan are designed to support the editorial team by handling routine news presentations, allowing human reporters to focus more on in-depth reporting and fact-checking. These AI anchors will also serve as brand ambassadors for Nation TV and are expected to take on additional roles such as influencers, event hosts, and virtual conference moderators​ (nationthailand)​​ (Thaiger)​​ (Asia News Net)​.The implementation of AI in news broadcasting by Nation TV is part of a broader trend in the media industry, aimed at leveraging technology to improve content delivery and operational efficiency. The AI reporters will be equipped with automated closed captions and audio descriptions, enhancing the viewing experience by making the presentation more lifelike and accessible​ (Thaiger)​​ (Women's Tabloid)​.From my perspective, the one who prompted A.I. to write both articles above, It could be said that an innovative move of AI in the year 2024 is expected to transform the landscape of Thai society and economy, offering new possibilities for how news is delivered and consumed in the digital age.