Download annotated papers (latest first)
| Model | Download annotated paper |
|---|---|
| Google DeepMind Gemini | Download paper (PDF). Available exclusively to full subscribers of The Memo. |
| Google Med-PaLM 2 | Download paper (PDF). Available exclusively to full subscribers of The Memo. |
| OpenAI GPT-4 | Download paper (PDF). Available exclusively to full subscribers of The Memo. |
Download report cards (latest first)
Designed in 2022, the LifeArchitect.ai report card provides a standard template for assessing new large language models and multimodal models.
| Model | Lab | Date | Grade/ALScore | Download |
|---|---|---|---|---|
| Gemini 1.5T | Google DeepMind | Dec/2023 | A- (22.4) | Gemini report card (PDF) |
| Llama 2 70B | Meta AI | Jul/2023 | B+ (1.2) | Llama 2 report card (PDF) |
| PaLM 2 340B | May/2023 | PX (3.7) | PaLM 2 report card (PDF) Updated to show poor performance on SuperGLUE=86.4% |
|
| GPT-4 1T | OpenAI | Mar/2023 | PX (14.9) | GPT-4 report card (PDF) |
| LLaMA-65B | Meta AI | Feb/2023 | B- (1.0) | LLaMA-65B report card (PDF) |
| Galactica 120B | Meta AI | Nov/2022 | B- (0.8) | GAL 120B report card (PDF) |
| AlexaTM 20B | Amazon Alexa AI | Aug/2022 | C (0.5) | Amazon AlexaTM 20B report card (PDF) |
| PaLM 540B | Jul/2022 | A (2.2) | Google PaLM report card (PDF) | |
| InstructGPT | OpenAI | Jul/2022 | B- (-) | OpenAI InstructGPT report card (PDF) |
Template
The report card template is open source, and available for download here.
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Dr Alan D. Thompson is an AI expert and consultant, advising Fortune 500s and governments on post-2020 large language models. His work on artificial intelligence has been featured at NYU, with Microsoft AI and Google AI teams, at the University of Oxford’s 2021 debate on AI Ethics, and in the Leta AI (GPT-3) experiments viewed more than 5 million times. A contributor to the fields of human intelligence and peak performance, he has held positions as chairman for Mensa International, consultant to GE and Warner Bros, and memberships with the IEEE and IET. Technical highlights.This page last updated: 7/Feb/2024. https://lifearchitect.ai/report-card/↑