[R] LangDiversity: software to identify LLM errors

Due to challenges such as hallucination, detecting errors in the output of a given prompt becomes an important challenge. LangDiversity is an implementation of "diversity measures" that are domain independent and can be used to measure the uncertainty in the result of a language model.

Type pip install langdiversity

Video: [https://www.youtube.com/watch?v=86J\_K9mR7lw](https://www.youtube.com/watch?v=86J_K9mR7lw)

Web: [https://neurosymbolic.asu.edu/llm-correction/](https://neurosymbolic.asu.edu/llm-correction/)

Visit [https://github.com/lab-v2/langdiversity](https://github.com/lab-v2/langdiversity)

Read the paper: [https://arxiv.org/abs/2308.11189](https://arxiv.org/abs/2308.11189)

https://preview.redd.it/rb0xg1ly8nrb1.png?width=1021&format=png&auto=webp&s=8e57056d24327ca2987abea12a7a9066a825738b

challenge challenges diversity domain errors hallucination identify implementation independent install language language model llm machinelearning pip prompt software type uncertainty