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#Modelyperformance Reel by @data_pumpkin - Don't let data leakage trick you or your model performance
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@data_pumpkin
Don’t let data leakage trick you or your model performance
#Modelyperformance Reel by @waterforge_nyc - AI Capabilities Are Doubling in Months, Not Years Recent progress in AI has moved from annual leaps to month-scale acceleration. Model performance,
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@waterforge_nyc
AI 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
#Modelyperformance Reel by @moondevonyt (verified account) - understanding the impact of class weights on model performance
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@moondevonyt
understanding the impact of class weights on model performance
#Modelyperformance Reel by @_bestadvert - @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🥰…..p
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@_bestadvert
@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
#Modelyperformance Reel by @luxebeaute_academy - Real skills are built through real experience. From guided demo to live model performance - training designed to make you confident, not just certifie
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LU
@luxebeaute_academy
Real 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
#Modelyperformance Reel by @chesamel - Our latest work! At Chesamel, we're passionate about helping clients harness the potential of Generative AI to transform their data management and en
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CH
@chesamel
Our 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
#Modelyperformance Reel by @karateluv77 - Shotokan Kata: Gankaku Model performance by Kaishi Hakizume Sensei of JKA HQ Instructor and the World Champion🏆 Oss👊🏻
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KA
@karateluv77
Shotokan Kata: Gankaku Model performance by Kaishi Hakizume Sensei of JKA HQ Instructor and the World Champion🏆 Oss👊🏻
#Modelyperformance Reel by @absolute.anchor - If 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
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@absolute.anchor
If 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
#Modelyperformance Reel by @googlefordevs (verified account) - Building reliable, local agents shouldn't require complex cloud infrastructure. 🤖 ⁠ ⁠ Today, the Google AI Edge team is sharing how we're empowering
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GO
@googlefordevs
Building 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.
#Modelyperformance Reel by @rajistics - Synthetic data improves model performance only when it expands coverage rather than replicating existing distributions. Using LLMs to generate data fr
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RA
@rajistics
Synthetic 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.
#Modelyperformance Reel by @digital_pathology_place - GLP requires more than model performance. Your annotations are part of the validation trail. Define the process, document the expertise, and preser
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@digital_pathology_place
GLP 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 ---------------------------------------------------------------------- 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

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