Results 31 to 40 of about 388,111 (72)

The Forward-Forward Algorithm: Characterizing Training Behavior [PDF]

open access: yesarXiv
The Forward-Forward algorithm is an alternative learning method which consists of two forward passes rather than a forward and backward pass employed by backpropagation. Forward-Forward networks employ layer local loss functions which are optimized based on the layer activation for each forward pass rather than a single global objective function.
arxiv  

Testinǵ a Planimeter for Accuracy [PDF]

open access: green, 1911
W. L. Durand
openalex   +1 more source

ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented Generation [PDF]

open access: yesarXiv
Retrieval Augmented Generation (RAG) systems have been shown to improve the accuracy of Large Language Model (LLM) outputs. However, these models can often achieve low accuracy when applied to new data domains. We introduce the Automatic Local Fine Tuning of Retrieval Augmented Generation models (ALoFTRAG) framework, designed to improve the accuracy ...
arxiv  

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