Fine-tuning

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Rethinking LoRA Memory Through the Lens of KV Cache Compression

 🎯Fine-Tuning  Content type: Academic
arxiv.org·

Recover-LoRA for Aggressive Quantization: Reclaiming Accuracy in 2-Bit Language Models via Low-Rank Adaptation with Knowledge Distillation on Synthetic Data

 🎯Fine-Tuning  Content type: Academic
arxiv.org·

EvalStop: Using World Feedback to Detect and Correct Reward Overoptimization in Multi-Tenant RLHF Platforms

 🎯Fine-Tuning  Content type: Academic
arxiv.org·

Imbuing Large Language Models with Bidirectional Logic for Robust Chain Repair

 🤖AI  Content type: Academic
arxiv.org·

BiasGRPO: Stabilizing Bias Mitigation in High-Variance Reward Landscapes via Group-Relative Policy Optimization

 🎯RLHF  Content type: Academic
arxiv.org·

Dominant-Layer ZO: A Single Layer Dominates Zeroth-Order Fine-Tuning of LLMs

 💬LLMs  Content type: Academic
arxiv.org·

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