23.7K
DADon’t let data leakage trick you or your model performance
@data_pumpkin
Trending
#Modelyperformance
世界中の人々によるModelyperformanceに関する125K件のリール動画を視聴。
ログインせずに匿名で視聴。
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WAAI Capabilities Are Doubling in Months, Not Years
Recent progress in AI has moved from annual leaps to month-scale acceleration. Model performance, reasoning benchmarks, multimodal ability, and training efficiency are improving at a pace that compounds rapidly. What felt cutting-edge a few months ago quickly becomes baseline.
If this rate of improvement continues, the next five years will not look linear. They will look exponential. Systems could handle tasks thousands of times more complex, autonomous, and large-scale than what we see today. Compounding growth at this speed becomes hard to intuit.
This is what exponential curves do. Slow at first. Then suddenly overwhelming. The real shift is not just better outputs. It is the expanding scope of what machines can execute across research, engineering, logistics, and decision-making.
#AI #ArtificialIntelligence #Exponential #FutureOfAI
@waterforge_nyc
278
MOunderstanding the impact of class weights on model performance
@moondevonyt
530
_B@lorexlipluxe reached out to us that she want one of our model to create an interview video content with 5 strangers using her Lip care products🥰…..please kindly rate our model performance over 10 🤭
.
If you want a content like this for your brand, please do not hesitate to send us a dm 💯
.
.
Only @_bestadvert can give your brand premium content like this
@_bestadvert
176
LUReal skills are built through real experience. From guided demo to live model performance — training designed to make you confident, not just certified.
At LuxeBeauté International Academy Inc., we provide professional training with internationally recognized certification, ensuring 100% legitimacy, credibility, and long-term career stability in the beauty industry. Our structured programs are designed to equip students with real skills, global standards, and the confidence to succeed professionally.
𝗟𝗨𝗫𝗘𝗕𝗘𝗔𝗨𝗧𝗘 𝗜𝗡𝗧𝗘𝗥𝗡𝗔𝗧𝗜𝗢𝗡𝗔𝗟 𝗔𝗖𝗔𝗗𝗘𝗠𝗬 𝗜𝗡𝗖.
🇵🇭 𝑷𝑯 𝑳𝒐𝒄𝒂𝒍 𝑩𝒓𝒂𝒏𝒄𝒉𝒆𝒔
• Paranaque City, Metro Manila
• Angeles City, Pampanga
• Lapu-Lapu City, Cebu
• Tandag City, Surigao Del Sur
🌎 𝑰𝒏𝒕𝒆𝒓𝒏𝒂𝒕𝒊𝒐𝒏𝒂𝒍 𝑩𝒓𝒂𝒏𝒄𝒉𝒆𝒔
• Metro Manila Philippines (02) 7149-5188
• Wyoming, U.S.A. +1 (307) 778-3817
• Auckland, New Zealand + (64) 021-023-44099
@luxebeaute_academy
458
CHOur latest work!
At Chesamel, we’re passionate about helping clients harness the potential of Generative AI to transform their data management and enhance model performance.
💡Reach out today to learn how we can help you transform your business (link in bio)
#GenerativeAI #DataTransformation
@chesamel
41.7K
KAShotokan Kata: Gankaku
Model performance by Kaishi Hakizume Sensei of JKA HQ Instructor and the World Champion🏆 Oss👊🏻
@karateluv77
321
ABIf you're not following us, you won't see us again. But if you're following us, congratulations! You're growing every day.
What you are witnessing is a masterclass in Systemic Literacy from Perplexity CEO Aravind Srinivas. Most people "drift" into careers based on what they should do, rather than what they are naturally "coded" for. But the Anchor understands that true wealth is found where your effort feels like play while others are struggling with the "markup" of traditional study. 🏛️📉
In the Architecture of Value, your natural edge is your highest-yielding asset. Aravind deconstructs his win not as a result of "hard work," but as a result of Perception Arbitrage. By using "brute force" logic when he didn't know the rules, he bypassed the noise and beat the experts at their own game. While the 99% trade their time for taxable pennies in fields where they are average, the Anchor mines their natural aptitude to build a monopoly of one. 🛡️🌍
Anchor Your Craft.
Secure Your Fortune.
Follow @Absolute.Anchor ⚓
Media Credit: Aravind Srinivas: Will Foundation Models Commoditise & Diminishing Returns in Model Performance | E1161 | 20VC with Harry Stebbings [Youtube]. DM for credit or removal request (no copyright intended) © All rights and credits reserved to the respective owner(s).
#SystemicLiteracy #AravindSrinivas #AbsoluteAnchor
@absolute.anchor
24
33.7K
GOBuilding reliable, local agents shouldn't require complex cloud infrastructure. 🤖
Today, the Google AI Edge team is sharing how we’re empowering developers to bring on-device function calling to life using LiteRT-LM and FunctionGemma.
What’s new?
✅ Out-of-the-box demos: Mobile Actions and Tiny Garden are now directly accessible in the Gallery app—no developer challenge required.
✅ Cross-platform support: Now officially available on both Android and iOS
✅ Model performance: See how the model performs on your phone directly in the app and compare performance across models, accelerators and different context length
From optimized inference to on-device use cases, we’re making private, offline assistants a reality.
Check out the full guide and open-source code. Link in bio.
@googlefordevs
6.3K
RASynthetic data improves model performance only when it expands coverage rather than replicating existing distributions. Using LLMs to generate data from the same examples can inflate metrics without improving generalization. Effective use targets edge cases—rare inputs, tricky prompts, or underrepresented scenarios—adding diversity, not density.
@rajistics
303
DIGLP requires more than model performance.
Your annotations are part of the validation trail.
Define the process, document the expertise,
and preserve the traceability.
#DigitalPathology #AIinPathology #ModelValidation #DataTraceability
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Source: Pohlmeyer-Esch G, Halsey C, Boisclair J, et al. Digital Pathology and Artificial Intelligence Applied to Nonclinical Toxicology Pathology -”The Current State, Challenges, and Future Directions. Toxicologic Pathology. 2025;53(3):255-271. doi:10.1177/01926233251340622
@digital_pathology_place
✨ #Modelyperformance発見ガイド
Instagramには#Modelyperformanceの下に125K件の投稿があり、プラットフォームで最も活気のあるビジュアルエコシステムの1つを作り出しています。
#Modelyperformanceは現在、Instagram で最も注目を集めているトレンドの1つです。このカテゴリーには125K以上の投稿があり、@karateluv77, @googlefordevs and @data_pumpkinのようなクリエイターがバイラルコンテンツでリードしています。Pictameでこれらの人気動画を匿名で閲覧できます。
#Modelyperformanceで何がトレンドですか？最も視聴されたReels動画とバイラルコンテンツが上部に掲載されています。
人気カテゴリー
📹 ビデオトレンド: 最新のReelsとバイラル動画を発見
📈 ハッシュタグ戦略: コンテンツのトレンドハッシュタグオプションを探索
🌟 注目のクリエイター: @karateluv77, @googlefordevs, @data_pumpkinなどがコミュニティをリード
#Modelyperformanceについてのよくある質問
Pictameを使用すれば、Instagramにログインせずに#Modelyperformanceのすべてのリールと動画を閲覧できます。あなたの視聴活動は完全にプライベートです。ハッシュタグを検索して、トレンドコンテンツをすぐに探索開始できます。
パフォーマンス分析
12リールの分析
💡 トップ投稿は平均26.3K回の再生（平均の2.9倍）
ピーク時間（11-13時、19-21時）とトレンド形式に注目
コンテンツ作成のヒントと戦略
🔥 #Modelyperformanceは高いエンゲージメント可能性を示す - ピーク時に戦略的に投稿
📹 #Modelyperformanceには高品質な縦型動画（9:16）が最適 - 良い照明とクリアな音声を使用
✍️ ストーリー性のある詳細なキャプションが効果的 - 平均長483文字
✨ 一部の認証済みクリエイターが活動中（17%） - コンテンツスタイルを研究
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