Local Ai
microsoft/UserRepGen-4B
https://preview.redd.it/gwb4of5vmivh1.png?width=2400&format=png&auto=webp&s=853f4cf25b4140ccf8b151b4124547788a544b33 UserRepGen-4B is a fine-tuned Qwen3.5-4B language model that generates a structured
https://preview.redd.it/gwb4of5vmivh1.png?width=2400&format=png&auto=webp&s=853f4cf25b4140ccf8b151b4124547788a544b33 UserRepGen-4B is a fine-tuned Qwen3.5-4B language model that generates a structured, natural-language user representation from a multi-turn user-assistant conversation. Each representation contains a task description and a behavior description for a user, and is intended to condition a separate LLM-based user simulator. Unlike UserLM-8b and UserLM-2.0, which generate user utterances, UserRepGen-4B generates representations, not simulated user turns. It does not itself execute the user's task or serve as the simulator. The model was trained with online supervised fine-tuning through hindsight distillation, using feedback obtained by comparing simulated and original user behavior. At inference time, it generates a representation directly from the source conversation without requiring simulation rollouts or hindsight feedback. https://huggingface.co/microsoft/UserRepGen-4B submitted by /u/jacek2023 [link] [comments]
Related
- [[release-sota-ggufs-for-qwen38-flash-next-gsq-rco-providing-n|[Release] SOTA GGUFs for Qwen3.8-Flash-Next: GSQ-RCO Providing Near Baseline Performance]]
- OrangePi AI Studio Pro - Qwen3.5-122B-A10B
- Hemmingway-1: An AI that writes like a person (Qwen3.8-27B finetune)
Source: r/LocalLLaMA | 2026-10-14