Difference between revisions of "Large Language Model (LLM)"
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Revision as of 22:03, 24 February 2023
YouTube search... ...Google search
- Case Studies
- Writing
- Publishing
- Sequence to Sequence (Seq2Seq)
- Recurrent Neural Network (RNN)
- Long Short-Term Memory (LSTM)
- ELMo
- Bidirectional Encoder Representations from Transformers (BERT) ... a better model, but less investment than the larger OpenAI organization
- Large Language Models (LLMs)
- ChatGPT | OpenAI
- Alpa ... serving large models like GPT-3 simple, affordable, accessible
- BioGPT ... Microsoft language model trained for biomedical tasks
- BLOOM ... Big Science Language Open-science Open-access Multilingual
- Cedille ... open-source French language model
- Chinchilla | DeepMind
- ctrl ... a Conditional Transformer Language Model for Controllable Generation | Salesforce
- Gopher | DeepMind
- RETRO | DeepMind
- OpenAI Blog | OpenAI
- Text Transfer Learning
- Natural Language Generation (NLG)
- Natural Language Tools & Services
- Generated Image
- SynthPub
- Language Models are Unsupervised Multitask Learners | Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever
- Neural Monkey | Jindřich Libovický, Jindřich Helcl, Tomáš Musil Byte Pair Encoding (BPE) enables NMT model translation on open-vocabulary by encoding rare and unknown words as sequences of subword units.
- Attention Mechanism/Transformer Model
- Language Models are Unsupervised Multitask Learners - GitHub
- Microsoft Releases DialogGPT AI Conversation Model | Anthony Alford - InfoQ - trained on over 147M dialogs
- minGPT | Andrej Karpathy - GitHub
- SambaNova Systems ... Dataflow-as-a-Service GPT
- Facebook-owner Meta opens access to AI large language model | Elizabeth Culliford - Reuters ... Facebook 175-billion-parameter language model - Open Pretrained Transformer (OPT-175B)
