The Fine-Tuning Trap: Evaluating Negative Transfer and the Role of PEFT in Sub-1B Mathematical Reasoning

The Fine-Tuning Trap: Evaluating Negative Transfer and the Role of PEFT in Sub-1B Mathematical Reasoning | Signal Canvas | ScienceToStartup

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Display score: 0/10
Last proof check: 2026-06-08
Score updated: 2026-06-08
Score fresh until: 2026-07-08
References: 0
Source count: 4
Coverage: 83%

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Evidence Receipt

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Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: The Fine-Tuning Trap: Evaluating Negative Transfer and the Role of PEFT in Sub-1B Mathematical Reasoning

PDF: https://arxiv.org/pdf/2606.06920v1

Repository: https://github.com/gulguluu/tiny-slm-finetune-compare

Source count: 4

Coverage: 83%

Last proof check: 2026-06-08T20:34:18.009Z

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The Fine-Tuning Trap: Evaluating Negative Transfer and the Role of PEFT in Sub-1B Mathematical Reasoning

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