refuel-ai/autolabel
View on GitHub ↗ ★ 2,332 Python
Label, clean and enrich text datasets with LLMs.
4 mentions on Hacker News by 2 people: 1 story, 3 comments · first 2023-06-19 · latest 2023-12-22
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Try this: https://github.com/refuel-ai/autolabel Then the main challenge just becomes prompt design, which can sometimes be nebulous for NLP annotation.
comment by bravura · 2023-12-22 · in NLP Research in the Era of LLMs -
…- the library currently supports open source, self-hosted LLMs through huggingface pipelines ( https://github.com/refuel-ai/autolabel/blob/main/src/autolab... ), and we plan to add more support here for models like llama cpp that can be…
comment by nihit-desai · 2023-06-21 · in Show HN: Autolabel, a Python library to label and enrich text data with LLMs -
…All the datasets and labeling configs used for these experiments are available in our Github repo ( https://github.com/refuel-ai/autolabel ) as mentioned in the report. Hope these are useful!
comment by nihit-desai · 2023-06-19 · in LLMs can label data as well as human annotators, but 20 times faster