Web3Gen0

@web3gen0

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138 Followers

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🚧 Building a Food Additive Checker Web App — Need Better Data Sources! I'm working on a web app (built with Langflow, Python, and Streamlit) that lets users upload food label images. It extracts ingredients via OCR, auto-generates reports on food additive safety, and allows users to ask questions about those additives. Previously, I used a manually created PDF as the knowledge base—but it wasn’t scalable or reliable. I'm now looking for better, structured sources or APIs that can: > Identify additives from OCR text (like “E330” or “sodium benzoate”) > Indicate whether they’re safe to consume > Optionally support Q&A or context-aware querying Is there any API, open dataset, or model context protocol (MCP) you’d recommend? Thanks in advance! 🙏

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🚨 New from Mistral: Magistral Released! Mistral has just announced Magistral, a dual-release model built for real-world reasoning and feedback-driven learning. 🔹 Magistral Small (24B, open-source) 🔹 Magistral Medium (enterprise-grade) On AIME2024, they scored: 📊 Magistral Medium: 73.6% (90% w/ majority voting) 📊 Magistral Small: 70.7% (83.3% w/ voting) Highlights: 🧠 Native chain-of-thought across languages ⚡ 10x faster answers with Think mode and Flash Answers 🔬 Backed by a new paper detailing model training, RL techniques & reasoning benchmarks Magistral Small is open to the community... ready to be explored, improved, and integrated. A solid step forward in building thinking language models. https://mistral.ai/news/magistral

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Just read an eye-opening article on the real costs of running open-source LLMs. This is highly recommended for teams considering in-house deployments. If you're assuming open-source means free, this breaks down why "the download is free, but the cost is operational." A must-read for anyone budgeting beyond the API hype. https://artificialintelligencemadesimple.substack.com/p/the-real-cost-of-open-source-llms

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Just dropped: FLUX.1 Kontext: a whole new way to generate and edit images. Unlike traditional models, FLUX.1 lets you use both images and text to guide creation. Want to extract a concept from one image and remix it into another with your own prompt? This model suite gets it done... your images, your words, your world. Backed by generative flow matching, FLUX.1 Kontext takes in-context image generation to the next level. Explore the tech and the BFL Playground in the official post 👉https://bfl.ai/models/flux-kontext

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Just came across this fascinating concept: the Darwin Gödel Machine A self-improving AI that rewrites its own code to get better at programming. Loved reading Richard's explanation (link below) on it. It's inspired by the Gödel Machine idea but takes a more practical route using open-ended algorithms and foundation models. Basically: AI learning how to learn, better. What do you think about AI improving its own learning methods like this? https://richardcsuwandi.github.io/blog/2025/dgm/

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Some snaps from AI for Bharat in Kolkata with 90+ builders!

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If you are into software developer, grab your slice from 1m USD. https://hackathon.dev

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Thanks @bitfloorsghost.eth for the tip!

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Xiaomi has unveiled MiMo-VL-7B, a lightweight yet powerful vision-language model featuring a high-resolution ViT encoder, efficient MLP projector, and a custom MiMo-7B language model for advanced reasoning. Trained through multi-stage pretraining and Xiaomi’s new Mixed On-policy Reinforcement Learning (MORL), MiMo-VL-7B-RL excels in perception, grounding, and logical reasoning that marks a strong step forward in efficient multi-modal AI. https://huggingface.co/XiaomiMiMo/MiMo-VL-7B-RL

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Hey, I just tried out Chatterbox by Resemble AI. Pretty wild how fast it clones voices! 😮 Have you given it a shot yet? Also curious about what are your thoughts on how we should handle the risks that come with voice cloning tech? https://huggingface.co/ResembleAI/chatterbox

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what a cool dude

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I know this is not great to get reward but thanks for all the replies and likes… If you are looking for super active guy, hit a like and follow. Will follow you back and get engaged in posts.

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Thanks for the coffee!

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New dex on Solana. Be early before it gets HYPEd. https://cooking.city/campaign?invite_code=nEGtkJ

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She would be definitely happy ❤️

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Ross Ulbricht Receives 300 BTC in Donations Today - Ross Ulbricht’s donation wallet received 300 BTC - The donation is worth over $20 million at current prices - Raises renewed interest in Ulbricht’s case and support

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Some cool merch from @aethir ❤️ Will onboard some Aethir members in farcaster!

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Where is my eth gone? I had 85$ of ETH in base. 😭 What should I do now?

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JAMES WYNN HAS JUST BEEN LIQUIDATED FOR $100 MILLION DOLLARS!!! This is what happens when you scam people to make millions & then decide to farm clout with it

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I currently rank #1000+ on The Leaderboard. Where do you rank?

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