The multilingual OCR is insane. Most VLMs fall apart outside English and Chinese. Qwen3-VL is scoring above 70% across 32 different languages… even on messy real-world photos. This is the part that makes it usable globally, not just in benchmark labs.
OPEN SOURCE
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DeepSeek-Math-V2 Reaches Gold Medal Performance on Putnam
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2. DeepSeek’s math model reaches gold-medal performance DeepSeek-Math-V2, an open-source MoE model, scored 118/120 on the 2024 Putnam (above top human competitors) and hit gold-level performance on IMO 2025 problems. Open-source reasoning keeps getting scarier.
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Deploying Stateful LangChain Agents Serverlessly on AWS Lambda
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Serverless LangChain Agent Deployment on AWS Made by the LangChain Community Deploy LangChain agents on AWS Lambda using LangGraph's DynamoDB checkpoints for stateful conversations in serverless. By AWS Community Builder Thomas. Watch the tutorial:
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Production-Ready Voice AI Agents Course with LangChain and Twilio
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Phone Calling Agents Course Made by the LangChain Community Build production-ready voice AI agents for real calls via Twilio. Uses Opik (native LangChain integration), open-source models, multi-week course with live sessions. Check it out: https://
github.com/neural-maze/re
altime-phone-agents-course
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PeopleHub: AI-Powered LinkedIn Intelligence Tool by LangChain
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PeopleHub: AI-Powered LinkedIn Intelligence Made by the LangChain Community Open-source LinkedIn intelligence by Meir Kadosh. Uses LangGraph 1.0.1 to orchestrate automated research workflows—profile analysis, parallel scraping, and AI-generated reports. Check it out on
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Training Smaller LLMs with Frontier Model Reasoning Traces
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7. Training LLMs with Reasoning Traces Ivestigates how reasoning traces from frontier models like DeepSeek-R1 and GPT-OSS can improve smaller language models through post-training.
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HunyuanOCR: Lightweight 1B Parameter Vision-Language Model
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2. Lightweight End-to-End OCR HunyuanOCR is a commercial-grade, open-source, lightweight vision-language model with only 1B parameters designed specifically for OCR tasks.
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Thank You to All Open Source Contributors
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thank you for all your contributions to open-source! pic.twitter.com/dXa7nJS9M5
— Hugging Face (@huggingface) 30 novembre 2025thank you for all your contributions to open-source!
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Graphiti GitHub Repository – Star the Project
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Graphiti GitHub repo: https://
github.com/getzep/graphiti (don't forget to star )