Glossary
LLM Collection
AblationActive Learning (Machine Learning)Adversarial Machine LearningAffective AIAI AgentsAI and EducationAI and FinanceAI and MedicineAI AssistantsAI EthicsAI Generated MusicAI HallucinationsAI HardwareAI in Customer ServiceAI Recommendation AlgorithmsAI Video GenerationAI Voice TransferApproximate Dynamic ProgrammingBackpropagationBayesian Machine LearningBinary Classification AIConversational AIConvolutional Neural NetworksCurse of DimensionalityData LabelingDeep LearningDeep Reinforcement LearningDifferential PrivacyDimensionality ReductionEmbedding LayerEmergent BehaviorExplainable AIF1 Score in Machine LearningF2 ScoreFeedforward Neural NetworkFine Tuning in Deep LearningGated Recurrent UnitGenerative AIGraph Neural NetworksHyperparameter TuningIntelligent Document ProcessingLarge Language Model (LLM)Loss FunctionMachine LearningModel DriftMultimodal LearningNatural Language Generation (NLG)Natural Language Processing (NLP)Natural Language Querying (NLQ)Natural Language Understanding (NLU)Precision and RecallRecurrent Neural NetworksTransformersUnsupervised LearningZero-shot Classification Models
AI Voice AgentsAlphaGoAlphaGo ZeroBERTChatGPTChess botsDall-EDiffusion ModelsDistilBERTFoundation ModelsGoogle's BardHidden Markov Models (HMMs)Inference EngineLarge Language Model (LLM)Llama 2LLM CollectionMambaMidjourney (Image Generation)MistralMultimodal AI Models and ModalitiesNeuralinkOpenAI SoraOpenAI WhisperPerceptronProbabilistic Models in Machine LearningRoBERTaRule-Based AISpeech-to-text modelsText-to-Speech ModelsWhisper v2Whisper v3XLNet
Acoustic ModelsActivation FunctionsAdaGradAI AlignmentArticulatory SynthesisAttention MechanismsAutoregressive ModelBatch Gradient DescentBeam Search AlgorithmBenchmarkingCandidate SamplingCapsule Neural NetworkCausal InferenceClassificationClustering AlgorithmsCognitive ComputingCognitive MapConditional Variational AutoencodersConcatenative SynthesisContrastive LearningCURE AlgorithmData AugmentationDomain AdaptationDouble DescentEnd-to-end LearningEvolutionary AlgorithmsExpectation MaximizationFlajolet-Martin AlgorithmForward PropagationGaussian ProcessesGenerative Adversarial Networks (GANs)Gradient Boosting Machines (GBMs)Gradient ClippingGradient ScalingGrapheme-to-Phoneme Conversion (G2P)GroundingHyperparametersHomograph DisambiguationHooke-Jeeves AlgorithmKeyphrase ExtractionKnowledge Distillationk-ShinglesLatent Dirichlet Allocation (LDA)Markov Decision ProcessMixture of ExpertsModel InterpretabilityMultimodal AINeural Radiance FieldsNeural Text-to-Speech (NTTS)Online Gradient DescentOut-of-Distribution DetectionOverfitting and UnderfittingParametric Neural Networks Prompt ChainingPrompt EngineeringPrompt TuningRegularizationRepresentation LearningRetrieval-Augmented Generation (RAG)RLHFSemi-structured dataSentiment AnalysisSequence ModelingSemantic KernelSemantic NetworksTokenizationTransfer LearningVoice CloningWinnow AlgorithmWord Embeddings
Last updated on January 18, 20241 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 | 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. |