LLMs

Large Language Models are artificial intelligence models that are trained on vast amounts of text data to generate, understand, and generate human-like language. These models are designed to process and analyze large volumes of text, allowing them to learn patterns, relationships, and nuances in language. The development of Large Language Models has revolutionized the field of NLP, enabling applications like chatbots, virtual assistants, and language translation tools. They have also sparked significant advancements in areas like research, education, and entertainment.

See:

Resources

APIs

Benchmarks and evaluation

See LLMs evaluation

Training and Tuning LLMs

See LLMs training and tuning

LLMs in production

See LLM Ops

Interfaces, model hubs and UIs

Services and applications

See AI for scientific discovery

Search engines

Coding

Chatbots

NER

Text-to-sql, data analysis

Courses

Code

Lifecycle and deployment

See LLM Ops

Frameworks

References

Causality and LLMs

See Causality