#Github Llm Council

LLM council é un progetto di github super interessante sviluppato da Andrej Karpathy e che invece di usare un singolo modello crea un consiglio di amministrazione AI che lavora al posto tuo! #llm #intelligenzaartificiale

PewDiePie делал что-то похожее в своем ролике Ссылка на GitHub: github com/karpathy/llm-council

You can now create your own personal AI board of directors with ChatGPT, Claude, Gemini, and Grok as your board members. And it’s all because of Andrei Karpathy, one of OpenAI’s co-founders. He just built something called the LLM Council. Here’s what it does: 1. You ask it one question, and it sends it to four frontier models simultaneously. 2. Each model writes its answer, then sees the other models’ answers anonymously. 3. Then they do something wild. They rank each other, criticize mistakes, and pick which response they think is the strongest. 4. After that, a fifth model reads the debate and gives you the final combined answer. It’s like a mini AI board meeting, and you can use it right now. Karpathy open-sourced the whole thing on GitHub. If this kind of AI breakdown is your thing, we share similar tools and insights every week in our newsletter. Comment “Tenex” and we’ll send our newsletter your way. #ai #artificialintelligence #openai

LLM Council compares answers from multiple LLMs and ranks them anonymously.

Make any github repo llm friendly with this trick 🧙 #codewitharjit #coding

LLM council, GitHub Link 👇🏻 github.com/karpathy/llm-council . . Comment Link, I will send to your DM . . . #ai #foryou #reelsindia #foryoupage #reels #viral #india #foryoupage #tamil #tech #shadcn #development #it #techsimplfied

GitHub Repository with free LLM Roadmaps, Colab Notebooks etc Are you going to learn LLM now??

LLM Council is what you should try! 🎯 The Open AI brainjust built this new product that compares LLM Answers #llm #openai #research

Chatbot for FAQs Fine-tune a pretrained LLM to answer domain-specific questions (e.g., product FAQs). Tech Stack: Python, HuggingFace Transformers, PyTorch, Datasets LegalDoc Assistant Fine-tune GPT/LLaMA on legal text to summarize contracts or answer legal queries. Tech Stack: HuggingFace, PyTorch, LangChain, PDF parsing libraries Code Completion Model Fine-tune CodeLlama or CodeT5 on a repo of code for auto-completion and suggestions. Tech Stack: HuggingFace, PyTorch, Tokenizers, GitHub API Emotion-Aware Chatbot Fine-tune an LLM to recognize emotions in messages and respond empathetically. Tech Stack: PyTorch, HuggingFace, GoEmotions Dataset, PEFT (LoRA/Adapters) Summarization Model Fine-tune BART or T5 to summarize articles, meeting notes, or emails. Tech Stack: HuggingFace, PyTorch Lightning, Datasets Customer Review Analyzer Fine-tune a small LLM on product reviews to generate insights, sentiment, or suggestions. Tech Stack: Transformers, PyTorch, Pandas, Sklearn Domain-Specific RAG Model Fine-tune an LLM to retrieve and answer questions from your company’s knowledge base. Tech Stack: LangChain, ChromaDB/FAISS, HuggingFace, PyTorch TinyGPT for Chat Fine-tune a small GPT model on your own chat logs for personal assistants. Tech Stack: PyTorch, HuggingFace, Tokenizers, WandB #datascience #machinelearning #womeninstem #learningtogether #progresseveryday #tech #consistency #ai #llm #largelanguagemodels

🔥 A new trillion-parameter open-source LLM is shaking the AI world — and it's NOT GPT-4, Claude, or Gemini. Meet the agentic beast that's outperforming the best in coding, reasoning, and tool use. And yes, it's completely FREE. Kimi K2 is the latest large language model (LLM) that uses a Mixture-of-Experts architecture with 1 trillion parameters, activating only 32 billion per token. It's faster, smarter, and already beating GPT-4, Claude 3, and Gemini 2.5 on major benchmarks like SWE-bench, LiveCodeBench, and OJBench. 👉 This is not just a chatbot — it’s an AI agent that can plan, code, and execute multi-step tasks. With agentic intelligence, it's capable of autonomous workflows and complex reasoning. 🔓 And the best part? It’s open-source, runs locally, and is API-accessible for FREE. --- 🧠 What this video covers: What is Kimi K2? Why it’s a game-changer in open-source LLMs How it compares to GPT-4, Claude 3, Gemini 2.5, and DeepSeek V3 Coding performance, reasoning, benchmarks Where to access the model, run it locally, or use it via API --- 🔗 Useful Links 🔹 Hugging Face (Kimi K2 Instruct): https://huggingface.co/moonshotai/Kimi-K2-Instruct 🔹 GitHub Repo: https://github.com/MoonshotAI/Kimi-K2 🔹 Demo & Docs: https://moonshotai.github.io/Kimi-K2 🔹 Free API (via OpenRouter): https://openrouter.ai/moonshotai/kimi-k2:free --- 🗣️ Want the link? 👉 Drop a “K2” in the comments and I’ll send you the direct access link! 📌 SAVE this video for later — this model is evolving fast, and soon everyone will be talking about it. --- 🔍 Keywords / Hashtags for SEO: #KimiK2 #OpenSourceAI #GPT4Alternative #AgenticAI #MoonshotAI #LLM #CodingAI #ToolUseAI #MixtureOfExperts #AIRevolution #Claude3 #Gemini2 #FreeLLM #LocalLLM #AIbenchmark #AInews #SWEbench #DeepSeekV3 #FutureOfAI #OpenSourceLLM #AIagent #ChatGPTalternative #K2LLM

This github repo is pure gold 🌋 It contains one of the biggest collections of REAL AI apps you can learn from like AI agents, RAG apps, Voice assistants, Multi-agent systems, Memory chatbots & more. All in one place. All open source. If you’re building with AI in 2025. this single repo will save you WEEKS of searching, guessing, and experimenting :) Link 🔗: github.com/Shubhamsaboo/awesome-llm-apps Hope this helps ✅️ Drop a Like if you found this post helpful! ❤️ Follow @rammcodes_ for more 💎 #html #css #javascript #webdevelopment #programming #ai #chatgpt

🚀 You’re Already Hired If You Build These Projects! Still wondering how to stand out from the crowd of resumes? 🔥 Build once → Impress recruiters forever. 1. AI Document Search (RAG Chatbot) What: Chat with PDFs using LLM + semantic search Stack: •Frontend: React, Tailwind •Backend: FastAPI •AI: OpenAI, LangChain •Vector DB: Pinecone / FAISS •Deploy: Vercel + Docker Code: 🔗 Github : github.com/mayooear/ai-pdf-chatbot-langchain 2. AI Code Review Bot What: GitHub bot that auto-reviews PRs using GPT Stack: •Backend: Python (FastAPI) •AI: GPT-4 / Claude •GitHub API + Actions •CI/CD: GitHub Actions Code: 🔗 Github : github.com/x86nick/openai-pr-reviewer 3. Custom AI Agent with Memory What: Voice/text assistant with long-term memory Stack: •Backend: Python (LangChain) •AI: OpenAI, Whisper •Memory: Redis / ChromaDB •Frontend: Streamlit / Next.js Code: 🔗 Github : github.com/langchain-ai/memory-agent ✨ Save this reel and tag a friend who's building the future! 👉 Follow @swatijha_123 for more high-impact project ideas & coding resources. Keywords: AI Resume Projects, ChatGPT with LangChain, GPT-4 Code Review, Real-World AI Applications, LLM-Based Projects, AI Coding Portfolio, FastAPI Projects, Open Source Internship Projects, Voice Assistant Python, Tech Resume Boosters Hashtags: #AIProjects #ResumeBoost #CollegeToCorporate #TechForStudents #CodersLife #OpenSourceContributions #PlacementReady #PythonProjects #AIInTech #EngineeringReels #JobSeekersIndia #TechContentCreators