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LLMing

The goal of LLMing is to generate and assess psychological text data.

Installation

You can install the development version of LLMing from GitHub with:

# install.packages("pak")
pak::pak("sliplr19/LLMing")

Example

This is a basic example which shows you how to get BERT embeddings:

library(LLMing)
#> 
#> Attaching package: 'LLMing'
#> The following object is masked from 'package:stats':
#> 
#>     embed

df <- data.frame(
  text = c(
    "I slept well and feel great today!",
    "I saw friends and it went well.",
    "I think I failed that exam. I'm such a disapointment."
  )
)

emb_dat <- 
  LLMing::embed(
   dat = df,
   method = "BERT")
#> Processing batch 1/1
#> 
#> Completed layers output for texts (variable: 1/1, duration: 5.404953 secs).
#> 
#> Completed layers aggregation for word_type_embeddings. 
#> 
#> Completed layers aggregation (variable 1/1, duration: 0.317711 secs).
#> 
#> Minutes from start:  1.704
#> Estimated embedding time left = 0 minutes

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.