HumanloopHumanloop
Models & InferenceWhat is Humanloop?
It is a low code platform to rapidly annotate data, train and then deploy custom Natural Language Processing (NLP) models. It takes care of model training, data selection and deployment for you. You upload your data and we provide an annotation interface for you to teach a classifier. As you label we train a model, work out what data is most valuable and then deploy the model for you.
Humanloop is a tool in the Models & Inference category of a tech stack.
Key Features
10x fewer labels neededAdd your own heuristics and rules to speed up labellingPowerful search to focus your labelling effortsPowerful pretrained models from the forefront of NLP research
Humanloop Pros & Cons
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Humanloop Alternatives & Comparisons
What are some alternatives to Humanloop?
OpenAI
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LangChain
It is a framework built around LLMs. It can be used for chatbots, generative question-answering, summarization, and much more. The core idea of the library is that we can “chain” together different components to create more advanced use cases around LLMs.
ChatGPT
It is a trained model which interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer followup questions, admit its mistakes, challenge incorrect premises, and reject inappropriate requests.
