Zero-Shot

النمط الصفري

إعداد تقييم يُقدَّم فيه السؤال للنموذج مباشرة دون أمثلة سابقة، وهو الإعداد الموصى به لنماذج الاستدلال الطويل مثل DeepSeek-R1.

An evaluation setting where the question is presented to the model directly without prior examples, the recommended setting for long-reasoning models like DeepSeek-R1.

Also translated asالأداء بدون تدريب مسبق على المهمة، التعلم الصفري، التقييم من الصفر، الصفري، النقل دون تدريب مسبق، بدون أمثلة

First appears in this corpus in: Improving Language Understanding by Generative Pre-Training (2018)

Appears in these papers

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model2022 in the sky ✦
Chronos: Learning the Language of Time Series2024 in the sky ✦
Chronos: Learning the Language of Time Series2024 in the sky ✦
Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning2022 in the sky ✦
Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning2022 in the sky ✦
DALL·E: Zero-Shot Text-to-Image Generation2021 in the sky ✦
DALL·E: Zero-Shot Text-to-Image Generation2021 in the sky ✦
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data2024 in the sky ✦
Emergent Abilities of Large Language Models2022 in the sky ✦
The Falcon Series of Open Language Models2023 in the sky ✦
The Falcon Series of Open Language Models2023 in the sky ✦
Improving Language Understanding by Generative Pre-Training2018 in the sky ✦
Language Models Are Unsupervised Multitask Learners2019 in the sky ✦
Language Models Are Few-Shot Learners2020 in the sky ✦
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection2023 in the sky ✦
HuggingGPT: Solving AI Tasks with ChatGPT and Its Friends in Hugging Face2023 in the sky ✦
HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels2022 in the sky ✦
ImageBind: One Embedding Space to Bind Them All2023 in the sky ✦
LLM.int8(): 8-Bit Matrix Multiplication for Transformers at Scale2022 in the sky ✦
OPT: Open Pre-Trained Transformer Language Models2022 in the sky ✦
RT-1: Robotics Transformer for Real-World Control at Scale2022 in the sky ✦
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances2022 in the sky ✦
Self-Instruct: Aligning Language Models with Self-Generated Instructions2022 in the sky ✦
A Decoder-Only Foundation Model for Time Series Forecasting2024 in the sky ✦
A Decoder-Only Foundation Model for Time Series Forecasting2024 in the sky ✦
Toolformer: Language Models Can Teach Themselves to Use Tools2023 in the sky ✦
Toolformer: Language Models Can Teach Themselves to Use Tools2023 in the sky ✦
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision2023 in the sky ✦