Events2Join

Language Models of Code are Few|Shot Commonsense Learners


Chuang Gan - People - MIT

3D-LLM: General-purpose 3D vision and language foundation models. Dromedary ... Code and dataset of FluidLab, PAC-NeRF, Soft-Zoo, and Code Tree Search ...

Mistral 7B | Mistral AI | Frontier AI in your hands

Mistral AI team is proud to release Mistral 7B, the most powerful language model for its size to date. ... Commonsense Reasoning: 0-shot average ...

Gemma open models | Google AI for Developers

... commonsense reasoning. 10-shot. HellaSwag. The HellaSwag benchmark ... The HumanEval benchmark tests a language model's code generation abilities ...

Sign In - Finetuning Large Language Models - DeepLearning.AI

I'll go through a few common ones that you can take a look at. So one is just misspellings. This is very straightforward, very simple. So here it says, go ...

AI Index Report 2024 – Artificial Intelligence Index - Stanford University

Industry continues to dominate frontier AI research. In 2023, industry produced 51 notable machine learning models, while academia contributed only 15. There ...

meta-llama/Llama-2-7b - Hugging Face

Overall performance on grouped academic benchmarks. Code: We report the average pass@1 scores of our models on HumanEval and MBPP. Commonsense Reasoning: We ...

GPT-3 - Language Models are Few-Shot Learners | Paper Explained

... programming 04:30 Abstract of the paper 06:50 Architecture, data, compute 12:15 Zero-shot, one-shot, and few-shot learning 18:45 Power-law ...

The Scaling Hypothesis · Gwern.net

On “GPT-3: Language Models are Few-Shot Learners”, Brownet al2020⁠ (poems⁠ & my followup “GPT-3 Creative Writing”⁠, compare my old finetuned GPT-2 poetry ...

What is AI? Artificial Intelligence Explained - TechTarget

AI requires specialized hardware and software for writing and training machine learning algorithms. No single programming language is used exclusively in AI, ...

Artificial intelligence - Reasoning, Algorithms, Automation - Britannica

... code, usually a few characters long, that are processed by the model. One popular language model was GPT-3, released by OpenAI in June 2020. One of the ...

OpenAI GPT-3: Language Models are Few-Shot Learners - YouTube

ERRATA**: Open AI/GPT-3 DOES NOT USE Microsoft's ZeRO/DeepSpeed for training Discord: https://discord.gg/4H8xxDF In this episode of Machine ...

BrainPOP

BrainPOP - Animated Educational Site for Kids - Science, Social Studies, English, Math, Arts & Music, Health, and Technology.

Testing AI on language comprehension tasks reveals insensitivity to ...

Large Language Models (LLMs) are recruited in applications that span from clinical assistance and legal ... (few-shot). While this difference may ...

google/gemma-2-2b - Hugging Face

Primarily English-language content. Code: Exposing the model to code helps it to learn the syntax and patterns of programming languages, which ...

The Toughest Math Benchmark Ever Built - by Jesus Rodriguez

Over the past few years, we have witnessed large language models ... language models to generate code that correctly accounts for version changes ...

Tree of Thoughts (ToT) | Prompt Engineering Guide

Few-shot Prompting · Chain-of-Thought Prompting · Meta Prompting · Self ... language models. ToT maintains a tree of thoughts, where thoughts represent ...

Evaluating Large Language Models Trained on Code - YouTube

... Learning with Code Data 6:12 Language Modeling 8:50 Unit Test Evaluation 10:15 Repeated Sampling 13:28 Datasets Used for Codex 17:42 Results ...

Artificial intelligence - Machine Learning, Robotics, Algorithms

... code, usually a few characters long, that are processed by the model. One popular language model was GPT-3, released by OpenAI in June 2020. One of the ...

Game Reviews, Kids Games | Common Sense Media

Read age-appropriate game reviews for kids and parents written by our experts.

Generative AI Doesn't Have a Coherent Understanding of ... - Slashdot

While the best-performing large language models have surprising capabilities that make it seem like the models are implicitly learning some ...