Difference between revisions of "Large Language Model (LLM)"
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** [https://github.com/microsoft/BioGPT BioGPT] ... [[Microsoft]] language model trained for biomedical tasks | ** [https://github.com/microsoft/BioGPT BioGPT] ... [[Microsoft]] language model trained for biomedical tasks | ||
** [https://bigscience.notion.site/BLOOM-BigScience-176B-Model-ad073ca07cdf479398d5f95d88e218c4 BLOOM] ... Big Science Language Open-science Open-access Multilingual ... 176B | ** [https://bigscience.notion.site/BLOOM-BigScience-176B-Model-ad073ca07cdf479398d5f95d88e218c4 BLOOM] ... Big Science Language Open-science Open-access Multilingual ... 176B | ||
| − | ** [https://cedille.ai/ Cedille] ... open-source French language model | + | ** [https://cedille.ai/ Cedille] ... open-source French language model 6B |
** [[ChatGPT]] | [[OpenAI]] | ** [[ChatGPT]] | [[OpenAI]] | ||
*** [https://www.technologyreview.com/2023/02/08/1068068/chatgpt-is-everywhere-heres-where-it-came-from/ ChatGPT is everywhere. Here’s where it came from | Will Douglas Heaven - MIT Technology Review] | *** [https://www.technologyreview.com/2023/02/08/1068068/chatgpt-is-everywhere-heres-where-it-came-from/ ChatGPT is everywhere. Here’s where it came from | Will Douglas Heaven - MIT Technology Review] | ||
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** [https://openai.com/blog/better-language-models/ GPT-2 |] [[OpenAI]] 1.5B | ** [https://openai.com/blog/better-language-models/ GPT-2 |] [[OpenAI]] 1.5B | ||
** [https://openai.com/blog/better-language-models/ GPT-3 |] [[OpenAI]] 175B | ** [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 20B |
** [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] ... huge 178B language model to rival [[OpenAI]]'s GPT-3 | ** [https://uploads-ssl.webflow.com/60fd4503684b466578c0d307/61138924626a6981ee09caf6_jurassic_tech_paper.pdf Jurassic-1] ... huge 178B language model to rival [[OpenAI]]'s GPT-3 | ||
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** [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 | ** [https://www.aleph-alpha.com/luminous-explore-a-model-for-world-class-semantic-representation Luminous] ... Europe 200B | ||
| − | ** [https://github.com/allenai/macaw Macaw | AI2] | + | ** [https://github.com/allenai/macaw Macaw | AI2] 11B |
** [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 | ||
** [https://developer.nvidia.com/blog/using-deepspeed-and-megatron-to-train-megatron-turing-nlg-530b-the-worlds-largest-and-most-powerful-generative-language-model/ Megatron] ... Monolithic Transformer Language NLP Model 11B | ** [https://developer.nvidia.com/blog/using-deepspeed-and-megatron-to-train-megatron-turing-nlg-530b-the-worlds-largest-and-most-powerful-generative-language-model/ Megatron] ... Monolithic Transformer Language NLP Model 11B | ||
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** [https://openai.com/blog/webgpt/ WebGPT] ... GPT-3 version that can search the web | ** [https://openai.com/blog/webgpt/ WebGPT] ... GPT-3 version that can search the web | ||
** [https://syncedreview.com/2021/03/23/chinas-gpt-3-baai-introduces-superscale-intelligence-model-wu-dao-1-0/ Wu Dao 1.0 (Enlightment 1.0)] ... China’s first homegrown super-scale intelligent model | ** [https://syncedreview.com/2021/03/23/chinas-gpt-3-baai-introduces-superscale-intelligence-model-wu-dao-1-0/ Wu Dao 1.0 (Enlightment 1.0)] ... China’s first homegrown super-scale intelligent model | ||
| + | ** [https://huggingface.co/docs/transformers/model_doc/xglm XGLM|] [[Hugging Face]] 7.5B | ||
** [https://github.com/yandex/YaLM-100B YaLM] ... Yandex YaLM 100B | ** [https://github.com/yandex/YaLM-100B YaLM] ... Yandex YaLM 100B | ||
** [https://arxiv.org/abs/2110.04725 Yuan 1.0 | Inspur] ... 245B | ** [https://arxiv.org/abs/2110.04725 Yuan 1.0 | Inspur] ... 245B | ||
Revision as of 12:10, 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 6B
- 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 130B
- GLaM | Google
- Gopher | DeepMind 280B
- 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 20B
- 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 137B
- LLaMA ... Large Language Model Meta AI, 13B and 65B parameter versions
- Luminous ... Europe 200B
- Macaw | AI2 11B
- Med-PaLM ... aligned to the medical domain
- Megatron ... Monolithic Transformer Language NLP Model 11B
- 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 175B
- 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
- XGLM| Hugging Face 7.5B
- 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
