Difference between revisions of "Large Language Model (LLM)"
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** [https://sambanova.ai/solutions/gpt/ Dataflow-as-a-Service | SambaNova] | ** [https://sambanova.ai/solutions/gpt/ Dataflow-as-a-Service | SambaNova] | ||
** [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://medium.com/syncedreview/deepminds-flamingo-visual-language-model-demonstrates-sota-few-shot-multimodal-learning-f795c3034b94 Flamingo] ... [https://github.com/lucidrains/flamingo-pytorch Flamingo Pytorch] 80B parameters | ||
** [https://github.com/THUDM/GLM-130B GLM-130B] ... Open Bilingual Pre-Trained Model | ** [https://github.com/THUDM/GLM-130B GLM-130B] ... Open Bilingual Pre-Trained Model | ||
** [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://github.com/EleutherAI/gpt-neo/ GPT-Neo] ... Open-source GPT-3 by EleutherAI | ** [https://github.com/EleutherAI/gpt-neo/ GPT-Neo] ... Open-source GPT-3 by EleutherAI | ||
** [https://openai.com/blog/instruction-following/ InstructGPT] ... [[OpenAI]] 1.3B InstructGPT model over outputs from a 175B GPT-3 model | ** [https://openai.com/blog/instruction-following/ InstructGPT] ... [[OpenAI]] 1.3B InstructGPT model over outputs from a 175B GPT-3 model | ||
| − | ** [https://uploads-ssl.webflow.com/60fd4503684b466578c0d307/61138924626a6981ee09caf6_jurassic_tech_paper.pdf Jurassic-1 | + | ** [https://uploads-ssl.webflow.com/60fd4503684b466578c0d307/61138924626a6981ee09caf6_jurassic_tech_paper.pdf Jurassic-1] ... huge 178B language model to rival [[OpenAI]]'s GPT-3] |
** [https://www.blog.google/technology/ai/lamda/ LaMDA |] [[Google]] ... experimental language model | ** [https://www.blog.google/technology/ai/lamda/ LaMDA |] [[Google]] ... experimental language model | ||
** [https://www.reuters.com/technology/meta-launch-ai-language-model-llama-2023-02-24/ LLaMA] ... Large Language Model [[Meta]] AI, 13B and 65B parameter versions | ** [https://www.reuters.com/technology/meta-launch-ai-language-model-llama-2023-02-24/ LLaMA] ... Large Language Model [[Meta]] AI, 13B and 65B parameter versions | ||
| + | ** [https://www.aleph-alpha.com/luminous-explore-a-model-for-world-class-semantic-representation Luminous] ... Europe 200B parameters | ||
** [https://github.com/allenai/macaw Macaw | AI2] | ** [https://github.com/allenai/macaw Macaw | AI2] | ||
** [https://arxiv.org/pdf/2212.13138.pdf Med-PaLM] ... aligned to the medical domain | ** [https://arxiv.org/pdf/2212.13138.pdf Med-PaLM] ... aligned to the medical domain | ||
Revision as of 11:07, 25 February 2023
YouTube search... ...Google search
- Natural Language Processing (NLP) ...Generation ...LLM ...Tools & Services
- Assistants ... Hybrid Assistants ... Agents ... Negotiation
- Models:
- Alpa ... serving large models like GPT-3 simple, affordable, accessible
- Bidirectional Encoder Representations from Transformers (BERT)
- 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 70B parameters
- ctrl ... a Conditional Transformer Language Model for Controllable Generation | Salesforce
- Codex | OpenAI ... translates natural language into code
- Dataflow-as-a-Service | SambaNova
- DialogGPT ...Microsoft Releases DialogGPT AI Conversation Model | Anthony Alford - InfoQ - trained on over 147M dialogs
- Flamingo ... Flamingo Pytorch 80B parameters
- GLM-130B ... Open Bilingual Pre-Trained Model
- Gopher | DeepMind
- 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 ... huge 178B language model to rival OpenAI's GPT-3]
- LaMDA | Google ... experimental language model
- LLaMA ... Large Language Model Meta AI, 13B and 65B parameter versions
- Luminous ... Europe 200B parameters
- Macaw | AI2
- Med-PaLM ... aligned to the medical domain
- minGPT | Andrej Karpathy - GitHub
- 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
- OpenGPT-X ... model for Europe
- OPT-175B...Facebook-owner Meta opens access to AI large language model | Elizabeth Culliford - Reuters ... Facebook 175-billion-parameter language model - Open Pretrained Transformer ... BlenderBot
- Palmyra | Hugging Face ... a privacy-first LLM for enterprises
- Pathways Language Model (PaLM) 540B parameters
- PLATO-XL | Baidu ... 11B parameter chatbot
- RETRO | DeepMind
- Switch Transformers | Google Brain ... trillion parameters
- Textless NLP ... Generating expressive speech from raw audio
- T0pp | Hugging Face
- Toolformer | Meta ... models can teach themselves to use tools and APIs
- Turing-NLG | Microsoft
- 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
Inside language models (from GPT-3 to PaLM) | Alan-D-Thompson
