Tagged "model-stability"
3 articles tagged model-stability, 20 February 2026 to 14 May 2026. Newest first.
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Geometry Conflict: Explaining and Controlling Forgetting in LLM Continual Post-Training
New research addresses catastrophic forgetting during LLM fine-tuning by analyzing geometric conflicts in weight updates. This breakthrough enables more efficient continual learning for locally-deployed models without performance degradation.
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Gemma 4 Support Stabilized in Llama.cpp
Major fixes for Gemma 4 models have been merged into Llama.cpp, resolving known issues and enabling stable inference. Users report successful deployments of Gemma 4 31B on Q5 quantizations without problems.
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Qwen3 Coder Next 8FP Demonstrates Exceptional Long-Context Performance on 128GB System
Qwen3 Coder Next 8FP successfully processed 12+ hours of continuous Flutter documentation conversion with 64K max tokens, utilizing 102GB of 128GB system memory. This showcases the model's capability for demanding real-world document processing tasks on high-end local hardware.