Difference between revisions of "Large Language Model (LLM)"
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** [https://www.deepmind.com/publications/an-empirical-analysis-of-compute-optimal-large-language-model-training Chinchilla |] [[Google | DeepMind]] | ** [https://www.deepmind.com/publications/an-empirical-analysis-of-compute-optimal-large-language-model-training Chinchilla |] [[Google | DeepMind]] | ||
** [https://arxiv.org/abs/2203.15556 ctrl] ... a Conditional Transformer Language Model for Controllable Generation | Salesforce | ** [https://arxiv.org/abs/2203.15556 ctrl] ... a Conditional Transformer Language Model for Controllable Generation | Salesforce | ||
| + | ** [https://sambanova.ai/solutions/gpt/ Dataflow-as-a-Service | SambaNova] | ||
** [https://www.deepmind.com/blog/language-modelling-at-scale-gopher-ethical-considerations-and-retrieval Gopher |] [[Google | DeepMind]] | ** [https://www.deepmind.com/blog/language-modelling-at-scale-gopher-ethical-considerations-and-retrieval Gopher |] [[Google | DeepMind]] | ||
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** [https://www.infoq.com/news/2019/11/microsoft-ai-conversation/ DialogGPT] ...Microsoft Releases DialogGPT AI Conversation Model | Anthony Alford - InfoQ - trained on over 147M dialogs | ** [https://www.infoq.com/news/2019/11/microsoft-ai-conversation/ DialogGPT] ...Microsoft Releases DialogGPT AI Conversation Model | Anthony Alford - InfoQ - trained on over 147M dialogs | ||
** [https://github.com/karpathy/minGPT minGPT | Andrej Karpathy - GitHub] | ** [https://github.com/karpathy/minGPT minGPT | Andrej Karpathy - GitHub] | ||
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** [https://ai.googleblog.com/2022/04/pathways-language-model-palm-scaling-to.html Pathways Language Model (PaLM)] ...scaling to 540 Billion Parameters | ** [https://ai.googleblog.com/2022/04/pathways-language-model-palm-scaling-to.html Pathways Language Model (PaLM)] ...scaling to 540 Billion Parameters | ||
** [http://research.baidu.com/Blog/index-view?id=163 PLATO-XL | Baidu] ... 11B Parameter Chatbot | ** [http://research.baidu.com/Blog/index-view?id=163 PLATO-XL | Baidu] ... 11B Parameter Chatbot | ||
| − | ** [https:// | + | ** [https://www.deepmind.com/publications/improving-language-models-by-retrieving-from-trillions-of-tokens RETRO |] [[Google | DeepMind]] |
** [https://arxiv.org/abs/2101.03961 Switch Transformers | [[Google]] Brain ... trillion parameters | ** [https://arxiv.org/abs/2101.03961 Switch Transformers | [[Google]] Brain ... trillion parameters | ||
** [https://huggingface.co/bigscience/T0pp T0pp |] [[Hugging Face]] | ** [https://huggingface.co/bigscience/T0pp T0pp |] [[Hugging Face]] | ||
Revision as of 00:01, 25 February 2023
YouTube search... ...Google search
- Models:
- 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 ... 176B
- Cedille ... open-source French language model
- ChatGPT | OpenAI
- Chinchilla | DeepMind
- ctrl ... a Conditional Transformer Language Model for Controllable Generation | Salesforce
- Dataflow-as-a-Service | SambaNova
- Gopher | DeepMind
- DialogGPT ...Microsoft Releases DialogGPT AI Conversation Model | Anthony Alford - InfoQ - trained on over 147M dialogs
- minGPT | Andrej Karpathy - GitHub
- GLM-130B ... Open Bilingual Pre-Trained Model
- OPT-175B...Facebook-owner Meta opens access to AI large language model | Elizabeth Culliford - Reuters ... Facebook 175-billion-parameter language model - Open Pretrained Transformer
- Bidirectional Encoder Representations from Transformers (BERT)
- GLaM | Google
- GShard | Google ... Scaling Giant Models with Conditional Computation and Automatic Sharding
- GPT-2 | OpenAI ... Generative Pre-trained Transformer 2 by OpenAI
- GPT-Neo ... Open-source GPT-3 by EleutherAI
- InstructGPT ... OpenAI 1.3B InstructGPT model over outputs from a 175B GPT-3 model
- Jurassic-1 Language Model ... huge 178B language model to rival OpenAI's GPT-3]
- LaMDA | Google ... experimental language model
- Macaw | AI2
- Med-PaLM ... aligned to the medical domain
- Turing-NLG | Microsoft
- Megatron NLG ... Monolithic Transformer Language NLP Model Triple the Size of OpenAI’s GPT-3
- Muse ... VLM-4, a set of natively trained large Language Models in French, Italian, Spanish, German, and English
- nanoGPT ... for training/finetuning medium-sized GPTs
- Codex | OpenAI ... translates natural language into code
- OpenGPT-X ... model for Europe
- Palmyra | Hugging Face ... a privacy-first LLM for enterprises
- Pathways Language Model (PaLM) ...scaling to 540 Billion Parameters
- PLATO-XL | Baidu ... 11B Parameter Chatbot
- RETRO | DeepMind
- [https://arxiv.org/abs/2101.03961 Switch Transformers | Google Brain ... trillion parameters
- T0pp | Hugging Face
- Textless NLP ... Generating expressive speech from raw audio
- Toolformer | Meta ... models can teach themselves to use tools and APIs
- UnifiedQA ... single QA system
- WebGPT ... GPT-3 version that can search the web
- Wu Dao 1.0 (Enlightment 1.0) ... China’s first homegrown super-scale intelligent model
- YaLM 100B ... Yandex YaLM 100B parameters
- Yuan 1.0 | Inspur ... 245B parameters
- OpenAI Blog | OpenAI
- Attention Mechanism/Transformer Model
- Generative Pre-trained Transformer (GPT)
- SambaNova Systems ... Dataflow-as-a-Service GPT
