
Ramp Labs
@RampLabs • 13,809 subscribers
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Introducing PorTAL: Portable Task Adapters for LLMs. A novel recipe to cheaply port fine-tuning between models. It matches per task LoRA accuracy at half the cost, lowering the switching overhead of adapting tasks across LLMs. At Ramp, every new model release used to mean retraining our fine-tunes from scratch. PorTAL learns the task once, then efficiently refits it onto any new base model, even across model families.
Ramp Labs168,621 次观看 • 20 天前

A finance team just sent us this. They ran a full budget vs. actuals analysis in under 5 minutes. Uploaded their budget P&L and 10 months of GL actuals. Ramp Sheets matched every line item, calculated variances, and flagged problem areas. This used to take half a day.
Ramp Labs141,565 次观看 • 5 个月前