Sonali Ajankar
Mar 22, 2022
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Fasttext
FasttextFastText
Models & InferenceWhat is FastText?
It is an open-source, free, lightweight library that allows users to learn text representations and text classifiers. It works on standard, generic hardware. Models can later be reduced in size to even fit on mobile devices.
FastText is a tool in the Models & Inference category of a tech stack.
Key Features
Train supervised and unsupervised representations of words and sentencesWritten in C++
FastText Pros & Cons
Pros of FastText
- ✓Simple
Cons of FastText
- ✗No in-built performance plotting facility or to get it
- ✗No step by step API access
- ✗No step by step API support
FastText Alternatives & Comparisons
What are some alternatives to FastText?
OpenAI
Creating safe artificial general intelligence that benefits all of humanity. Our work to create safe and beneficial AI requires a deep understanding of the potential risks and benefits, as well as careful consideration of the impact.
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.
