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SimPO

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11:17
2026-08-04
github.com
machine-learning

Show HN: Fine-tune an 8B model on a 4 GB laptop GPU

Soup v0.72.4, an open-source CLI tool, now supports preference alignment (DPO, ORPO, SimPO, KTO) via layer streaming, enabling fine-tuning of 8B models on a 4 GB laptop GPU. The update claims bit-exac…

// co-occurs with top 6 entities
Soup 1 RTX 3050 1 QLoRA 1 DPO 1 ORPO 1 KTO 1
// topics top 4 topics
machine learning 1 large language models 1 ai tools 1 developer tools 1