Difference between revisions of "Large Language Model (LLM)"
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** [https://medium.com/syncedreview/deepminds-flamingo-visual-language-model-demonstrates-sota-few-shot-multimodal-learning-f795c3034b94 Flamingo |] [[Google|DeepMind]] ... [https://github.com/lucidrains/flamingo-pytorch Flamingo Pytorch] 80B | ** [https://medium.com/syncedreview/deepminds-flamingo-visual-language-model-demonstrates-sota-few-shot-multimodal-learning-f795c3034b94 Flamingo |] [[Google|DeepMind]] ... [https://github.com/lucidrains/flamingo-pytorch Flamingo Pytorch] 80B | ||
** [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]] 280B |
** [https://ai.googleblog.com/2021/12/more-efficient-in-context-learning-with.html GLaM |] [[Google]] | ** [https://ai.googleblog.com/2021/12/more-efficient-in-context-learning-with.html GLaM |] [[Google]] | ||
| + | ** [https://github.com/THUDM/GLM-130B GLM-130B] 130B | ||
** [https://arxiv.org/abs/2006.16668 GShard |] [[Google]] ... Scaling Giant Models with Conditional Computation and Automatic Sharding | ** [https://arxiv.org/abs/2006.16668 GShard |] [[Google]] ... Scaling Giant Models with Conditional Computation and Automatic Sharding | ||
| − | ** [https://openai.com/blog/better-language-models/ GPT-2 |] [[OpenAI]] .. | + | ** [https://openai.com/blog/better-language-models/ GPT-2 |] [[OpenAI]] 1.5B |
| + | ** [https://openai.com/blog/better-language-models/ GPT-3 |] [[OpenAI]] 175B | ||
** [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 | ||
Revision as of 11:54, 25 February 2023
YouTube search... ...Google search
- Natural Language Processing (NLP) ...Generation ...LLM ...Tools & Services
- Assistants ... Hybrid Assistants ... Agents ... Negotiation
- Models:
- AlexaTM | Amazon 20B
- Alpa ... serving large models like GPT-3 simple, affordable, accessible
- Bidirectional Encoder Representations from Transformers (BERT) 340M
- 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
- 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 | DeepMind ... Flamingo Pytorch 80B
- GLM-130B ... Open Bilingual Pre-Trained Model
- Gopher | DeepMind 280B
- GLaM | Google
- GLM-130B 130B
- GShard | Google ... Scaling Giant Models with Conditional Computation and Automatic Sharding
- GPT-2 | OpenAI 1.5B
- GPT-3 | OpenAI 175B
- 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
- Macaw | AI2
- Med-PaLM ... aligned to the medical domain
- Megatron NLG ... Monolithic Transformer Language NLP Model Triple the Size of OpenAI’s GPT-3
- minGPT | Andrej Karpathy - GitHub
- Muse ... VLM-4, a set of natively trained large Language Models in French, Italian, Spanish, German, and English
- MT-NLG 530B
- nanoGPT ... for training/finetuning medium-sized GPTs
- NLLB | Meta 54.5B & 200B parameters; NLLB-200
- OpenGPT-X ... model for Europe
- OPT-175B...Facebook-owner Meta opens access to AI large language model | Elizabeth Culliford - Reuters ... Facebook 175B ... BlenderBot
- Palmyra | Hugging Face ... a privacy-first LLM for enterprises
- Pathways Language Model (PaLM) 540B
- PLATO-XL | Baidu ... 11B
- 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 ... Yandex YaLM 100B
- Yuan 1.0 | Inspur ... 245B
- 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
