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Artificial intelligence
fromInfoQ
1 week ago

Thinking Machines Releases Tinker API for Flexible Model Fine-Tuning

Thinking Machines released Tinker, an API that simplifies fine-tuning open-weight language models by managing infrastructure, GPU allocation, and checkpoints through simple Python primitives.
fromHackernoon
55 years ago

The Last Rank We Need? QDyLoRA's Vision for the Future of LLM Tuning | HackerNoon

QDyLoRA offers an efficient and effective technique for LoRA-based fine-tuning LLMs on downstream tasks, eliminating the need for tuning multiple models for optimal rank.
Artificial intelligence
Artificial intelligence
fromHackernoon
3 months ago

More Than a Feeling: Visualizing Why Filter Atoms Outsmart LoRA in Fine-Tuning | HackerNoon

VTAB-1k is a challenging dataset for evaluating parameter-efficient tuning methods in few-shot knowledge transfer.
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