NuExtract
NuExtract is released 2023-11-30 in the NuExtract family with open-source; evaluate it while provider pricing coverage matures.
Use it for
- Teams evaluating general LLM work
Do not use it for
- Cost-sensitive launches that need sourced token pricing
- Vision or document-understanding workloads
- Strict JSON or tool-calling flows
No tracked provider token pricing is available yet.
About
NuExtract is a collection of lightweight text-to-JSON large language models crafted by NuMind for extracting structured data from unstructured text. It is offered in various sizes: NuExtract-tiny, NuExtract, and NuExtract-large, and supports zero-shot and fine-tuned applications. A notable characteristic is its purely extractive approach, which ensures accuracy by copying output text directly from input, effectively preventing hallucinations. The models employ JSON templates to define necessary information structures, aiding in customizable extraction processes. Trained on a superior synthetic dataset, these models excel in certain tasks compared to larger LLMs. The latest versions, like NuExtract 1.5, offer multilingual capabilities and can handle lengthy documents efficiently.
NuExtract is an open-source model. No headline benchmark score is tracked for NuExtract yet.
Top use-case fit
No primary decision-task fit is mapped for this model yet.
Provider price ladder
No tracked provider token pricing is available for this model yet.
Capabilities
No model capability flags are currently sourced.
Benchmark peer barsfor Coding
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
Frequently asked questions
When was NuExtract released?
NuExtract was released on 2023-11-30.