Glossary
LLM Collection
Fundamentals
Machine LearningGenerative AIAI HardwareNatural Language Understanding (NLU)Natural Language Processing (NLP)Natural Language Generation (NLG)Deep LearningLarge Language Model (LLM)
Models
ChatGPTLlama 2LLM CollectionDiffusion ModelsLarge Language Model (LLM)PerceptronBERTGoogle's BardOpenAI Whisper
Techniques
TokenizationClassificationLatent Dirichlet Allocation (LDA)Overfitting and UnderfittingWord EmbeddingsGradient Boosting Machines (GBMs)Retrieval-Augmented Generation (RAG)Sentiment AnalysisGenerative Adversarial Networks (GANs)
Last updated on August 23, 20231 min read
LLM Collection

The table below includes some of the most influential models, and the order is sorted by their release dates.

Model Release Date Developer License Description
GPT-4 2023 OpenAI Custom Successor to GPT-3, built on a similar architecture but with improvements.
GPT-3 June 2020 OpenAI Custom 175 billion parameters, known for its versatility and capability.
Turing-NLG February 2020 Microsoft Custom 17 billion parameters, aimed at natural language understanding and generation.
GPT-2 February 2019 OpenAI Modified MIT Initially withheld from public release due to concerns over potential misuse.
BERT October 2018 Google Apache 2.0 Designed to understand the context of words in search queries.
Transformer XL January 2019 Google/CMU Apache 2.0 Extended Transformer model to handle longer sequences of text.
GPT June 2018 OpenAI Modified MIT First Generative Pre-trained Transformer with 117M parameters.
ELMo March 2018 Allen Institute Apache 2.0 Deep contextualized word representations, allowing for rich word meanings.

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