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Stas

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updated a collection 27 days ago
LLM. Perspective
updated a collection 27 days ago
LLM. Perspective
reacted to sergiopaniego's post with 🚀 about 1 month ago
Recursive Language Models (RLM) is a new interface for LLMs with cool ideas by Alex Zhang! ⚠️ LLMs struggle with long prompts → attention overload & lost info 🔄 RLMs inspect, split & call themselves on chunks, then aggregate results ✅ Handles millions of tokens, reduces noise, improves reasoning 💡 System prompt guides recursion 🎯 RLM trajectories can be used for RL training or distillation (OpenEnv+TRL!!) We're adding it to OpenEnv (with Kashif Rasul): https://github.com/meta-pytorch/OpenEnv/pull/282 More resources: > Paper: https://huggingface.co/papers/2512.24601 > Paper blog: https://alexzhang13.github.io/blog/2025/rlm/ > RLM repo: https://github.com/alexzhang13/rlm
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