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kyatham Karthik

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replied to anakin87's post 7 days ago

𝗜 𝘁𝗿𝗮𝗶𝗻𝗲𝗱 𝗮 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹 𝘁𝗼 𝘀𝗰𝗵𝗲𝗱𝘂𝗹𝗲 𝗲𝘃𝗲𝗻𝘁𝘀 𝘄𝗶𝘁𝗵 𝗚𝗥𝗣𝗢! 👑 🗓️ ✍️ Blog post: https://huggingface.co/blog/anakin87/qwen-scheduler-grpo I experimented with GRPO lately. I am fascinated by models learning from prompts and rewards - no example answers needed like in Supervised Fine-Tuning. After the DeepSeek boom, everyone is trying GRPO with GSM8K or the Countdown Game... I wanted a different challenge, like 𝘁𝗲𝗮𝗰𝗵𝗶𝗻𝗴 𝗮 𝗺𝗼𝗱𝗲𝗹 𝘁𝗼 𝗰𝗿𝗲𝗮𝘁𝗲 𝗮 𝘀𝗰𝗵𝗲𝗱𝘂𝗹𝗲 𝗳𝗿𝗼𝗺 𝗮 𝗹𝗶𝘀𝘁 𝗼𝗳 𝗲𝘃𝗲𝗻𝘁𝘀 𝗮𝗻𝗱 𝗽𝗿𝗶𝗼𝗿𝗶𝘁𝗶𝗲𝘀. Choosing an original problem forced me to: 🤔 Think about the problem setting 🧬 Generate data 🤏 Choose the right base model 🏆 Design reward functions (and experiencing reward hacking) 🔄 Run multiple rounds of training, hoping that my model would learn something. A fun and rewarding 😄 experience. I learned a lot of things, that I want to share with you. 👇 ✍️ Blog post: https://huggingface.co/blog/anakin87/qwen-scheduler-grpo 💻 Code: https://github.com/anakin87/qwen-scheduler-grpo 🤗 Hugging Face collection (dataset and model): https://huggingface.co/collections/anakin87/qwen-scheduler-grpo-680bcc583e817390525a8837

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