AWS Machine Learning Blog

NOVEMBER 22, 2023

Model category Number of models Examples​ NLP​ 157 BERT, BART, FasterTransformer, T5, Z-code MOE Generative AI – NLP 40 LLaMA, CodeGen, GPT, OPT, BLOOM, Jais, Luminous, StarCoder, XGen Generative AI – Image 3 Stable diffusion v1.5 opt/qti-aic/exec/qaic-exec -m=bert-base-cased/generatedModels/bert-base-cased_fix_outofrange_fp16.onnx

BERT 105

BERT Deep Learning Python Auto-classification 105

Unite.AI

JANUARY 23, 2024

Techniques like Word2Vec and BERT create embedding models which can be reused. BERT produces deep contextual embeddings by masking words and predicting them based on bidirectional context. BERT produces deep contextual embeddings by masking words and predicting them based on bidirectional context.

Large Language Models 130

Large Language Models Prompt Engineer Prompt Engineering LLM 130

deepsense.ai

NOVEMBER 14, 2023

References A survey of Generative AI Applications , Gozalo-Brizuela R., 2023 From ChatGPT to ThreatGPT: Impact of generative AI in cybersecurity and privacy , Gupta M., 2023 Art and the science of generative AI: A deeper dive , Epstein Z., 2023 [link] [link] [link] BERTScore: Evaluating text generation with BERT , Zhang T.,

Generative AI 83

Generative AI ML Prompt Engineer Prompt Engineering 83