The goal of LLMing is to generate and assess psychological text data.
You can install the development version of LLMing from GitHub with:
# install.packages("pak")
pak::pak("sliplr19/LLMing")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")
#> [0;34mProcessing batch 1/1
#> [0m
#> [0;32mCompleted layers output for texts (variable: 1/1, duration: 5.404953 secs).
#> [0m
#> [0;32mCompleted layers aggregation for word_type_embeddings.
#> [0m
#> [0;34mCompleted layers aggregation (variable 1/1, duration: 0.317711 secs).
#> [0m
#> [0;32mMinutes from start: 1.704[0m
#> [0;30mEstimated embedding time left = 0 minutes[0m