allenai / fm-cheatsheet

Website for hosting the Open Foundation Models Cheat Sheet.
https://fmcheatsheet.org
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Intro Text for Efficiency and Resource Allocation Page #25

Closed danmcduff closed 3 days ago

danmcduff commented 1 month ago

Replace

Knowledge of training best practices and efficiency techniques can reduce costs to train a desired model significantly. Here, we include a select few readings and resources on effectively using a given resource budget for model training, such as several canonical papers on fitting scaling laws.

With

Knowledge of training best practices can reduce the cost of training a desired model significantly. Here, we link to readings and resources on effectively using a given resource budget for model training, including canonical papers on fitting scaling laws.

neural-loop commented 1 month ago

https://onm-demo.aimodels.org/foundation-model-resources/model-training-efficiency-resource-allocation/