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Baris Parlan
bparlan
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bparlan
bparlan
bparlan
bparlan.bsky.social
AI & ML interests
Storytelling, social graph, mythology, data analysis and vis
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๐ง Introducing Qwen2.5 โ Cognitive Reasoning Mode I fine-tuned Qwen2.5 with GRPO to actually think before it answers โ not just pattern-match. Most LLMs mimic reasoning. This one builds a real cognitive path: ๐ Plan โ understand the task ๐ Monitor โ reason step by step โ Evaluate โ verify before answering Every response follows a strict structured protocol: <think> <planning> ... <monitoring> ... <evaluation> ... </think> Then a clean, reasoning-free <output>. The model self-checks its own structure. If a section is missing or malformed โ the response is invalid. This isn't chain-of-thought slapped on top. The reasoning protocol is baked in via RL. ๐ Full README + inference code below ๐ https://huggingface.co/alibidaran/Qwen_COG_Thinker_Merged #AI #LLM #Qwen #ReasoningModels #GRPO #OpenSource
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