Inference

الاستدلال

مرحلة تشغيل النموذج المدرب لإنتاج التنبؤات أو الإجابات فوراً.

Inference

Also translated asالتشغيل الاستنتاجي، الاستنتاج

First appears in this corpus in: Extension of the Law of Large Numbers to Dependent Quantities (1906)

Appears in these papers

Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware2023 in the sky ✦
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift2015 in the sky ✦
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer2019 in the sky ✦
BLIP-2: Bootstrapping Language-Image Pre-Training with Frozen Image Encoders and Large Language Models2023 in the sky ✦
Training Compute-Optimal Large Language Models2022 in the sky ✦
Chronos: Learning the Language of Time Series2024 in the sky ✦
Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning2022 in the sky ✦
A ConvNet for the 2020s2022 in the sky ✦
Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data2001 in the sky ✦
DALL·E: Zero-Shot Text-to-Image Generation2021 in the sky ✦
Denoising Diffusion Implicit Models2021 in the sky ✦
A Fast Learning Algorithm for Deep Belief Nets2006 in the sky ✦
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin2015 in the sky ✦
DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks2020 in the sky ✦
DeepSeek-V3 Technical Report2024 in the sky ✦
Diffusion Policy: Visuomotor Policy Learning via Action Diffusion2023 in the sky ✦
DistilBERT, a Distilled Version of BERT: Smaller, Faster, Cheaper and Lighter2019 in the sky ✦
DistilBERT, a Distilled Version of BERT: Smaller, Faster, Cheaper and Lighter2019 in the sky ✦
Are Transformers Effective for Time Series Forecasting?2023 in the sky ✦
Dense Passage Retrieval for Open-Domain Question Answering2020 in the sky ✦
Dropout: A Simple Way to Prevent Neural Networks from Overfitting2014 in the sky ✦
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks2019 in the sky ✦
The Falcon Series of Open Language Models2023 in the sky ✦
Fast R-CNN2015 in the sky ✦
Fully Convolutional Networks for Semantic Segmentation2015 in the sky ✦
Finetuned Language Models Are Zero-Shot Learners2022 in the sky ✦
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning2023 in the sky ✦
3D Gaussian Splatting for Real-Time Radiance Field Rendering2023 in the sky ✦
Gaussian Error Linear Units (GELUs)2016 in the sky ✦
Gemini: A Family of Highly Capable Multimodal Models2023 in the sky ✦
Gemini: A Family of Highly Capable Multimodal Models2023 in the sky ✦
Gemma: Open Models Based on Gemini Research and Technology2024 in the sky ✦
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models2021 in the sky ✦
Google's Neural Machine Translation System: Bridging the Gap Between Human and Machine Translation2016 in the sky ✦
Going Deeper with Convolutions2014 in the sky ✦
Language Models Are Few-Shot Learners2020 in the sky ✦
GPTQ: Accurate Post-Training Quantization for Generative Pre-Trained Transformers2022 in the sky ✦
GPTQ: Accurate Post-Training Quantization for Generative Pre-Trained Transformers2022 in the sky ✦
GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints2023 in the sky ✦
GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints2023 in the sky ✦
Inductive Representation Learning on Large Graphs2017 in the sky ✦
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection2023 in the sky ✦
Group Normalization2018 in the sky ✦
A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition1989 in the sky ✦
HuggingGPT: Solving AI Tasks with ChatGPT and Its Friends in Hugging Face2023 in the sky ✦
HuggingGPT: Solving AI Tasks with ChatGPT and Its Friends in Hugging Face2023 in the sky ✦
Imagen: Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding2022 in the sky ✦
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures2018 in the sky ✦
Informer: Beyond Efficient Transformer for Long Sequence Time Series Forecasting2021 in the sky ✦
A New Approach to Linear Filtering and Prediction Problems1960 in the sky ✦
Distilling the Knowledge in a Neural Network2015 in the sky ✦
High-Resolution Image Synthesis with Latent Diffusion Models2022 in the sky ✦
Layer Normalization2016 in the sky ✦
Latent Dirichlet Allocation2003 in the sky ✦
Llama 2: Open Foundation and Fine-Tuned Chat Models2023 in the sky ✦
The Llama 3 Herd of Models2024 in the sky ✦
LLaMA: Open and Efficient Foundation Language Models2023 in the sky ✦
LLM.int8(): 8-Bit Matrix Multiplication for Transformers at Scale2022 in the sky ✦
LLM.int8(): 8-Bit Matrix Multiplication for Transformers at Scale2022 in the sky ✦
LoRA: Low-Rank Adaptation of Large Language Models2021 in the sky ✦
Mamba: Linear-Time Sequence Modeling with Selective State Spaces2023 in the sky ✦
Extension of the Law of Large Numbers to Dependent Quantities1906 in the sky ✦
Mistral 7B2023 in the sky ✦
Mixtral of Experts2024 in the sky ✦
Mixtral of Experts2024 in the sky ✦
The Monte Carlo Method1949 in the sky ✦
Neural Message Passing for Quantum Chemistry2017 in the sky ✦
MusicLM: Generating Music From Text2023 in the sky ✦
MuZero: Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model2020 in the sky ✦
Learning to Reason with LLMs2024 in the sky ✦
Optimal Brain Damage1989 in the sky ✦
Efficient Memory Management for Large Language Model Serving with PagedAttention2023 in the sky ✦
π₀: A Vision-Language-Action Flow Model for General Robot Control2024 in the sky ✦
PinSage: Graph Convolutional Neural Networks for Web-Scale Recommender Systems2018 in the sky ✦
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow2020 in the sky ✦
Random Features for Large-Scale Kernel Machines2007 in the sky ✦
RT-1: Robotics Transformer for Real-World Control at Scale2022 in the sky ✦
Efficiently Modeling Long Sequences with Structured State Spaces2022 in the sky ✦
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers2021 in the sky ✦
Self-Consistency Improves Chain of Thought Reasoning in Language Models2022 in the sky ✦
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection2023 in the sky ✦
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection2023 in the sky ✦
Sentence-BERT: Sentence Embeddings Using Siamese BERT-Networks2019 in the sky ✦
Sequence to Sequence Learning with Neural Networks2014 in the sky ✦
Show and Tell: A Neural Image Caption Generator2015 in the sky ✦
Video Generation Models as World Simulators2024 in the sky ✦
Fast Inference from Transformers via Speculative Decoding2023 in the sky ✦
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity2022 in the sky ✦
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions2018 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 ✦
Tree of Thoughts: Deliberate Problem Solving with Large Language Models2023 in the sky ✦
WebGPT: Browser-Assisted Question-Answering with Human Feedback2021 in the sky ✦
Wide & Deep Learning for Recommender Systems2016 in the sky ✦
Deep Neural Networks for YouTube Recommendations2016 in the sky ✦