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2025

DeepSeek R1后LLM新范式

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AI
Continual Pre-training
DeepScaleR
Inference Scaling
L1
LCPO
LIMD
LIMO
LIMR
LLM
NLP
Online-DPO-R1
Post-training
Pre-training
R1
R1-Zero
TTS
oat-zero
orz
s1

DeepSeek R1深度技术解析及其影响

•

AI
Continual Pre-training
DeepScaleR
Inference Scaling
LIMO
LLM
NLP
Post-training
Pre-training
R1
R1-Zero
oat-zero
s1

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Feeling136
Thinking36

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Recents

DAPO：为GRPO的锦上加四点花
DeepSeek R1后应用、职业与行业影响——2025年梳理
DeepSeek R1后LLM新范式
OMNI论文速览（2025）
R1相关：DPO数据选择与DPO等RL算法

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AE AI AIGC ALBERT AR AUC Accuracy Activation Agent Algorithm Array Arrow Attention Automatic Speech Processing Automation BERT BIO BIOHD BM25 BPE BabyGrow Backtracking Backward Bahdanau Attention Bart Bayes Beam Search Bert-Flow Bi-LSTM Biasing BigCodec Binary Search Blending Brain Brain Decoding Bridge Business C C4 CCG CE BERT CFG CKY CNN CRF CS CYK Calculus Camera Cascades Catalan ChatBot ChatGPT Chi2 Chunking Class Imbalance Loss Classification CoT Codec Cognition Collaborative Filtering Collins Parser Computational Linguistics Computer Computer Science Confusing Labels Context-Free Grammars Continual Pre-training Continual Pretraining Contrastive-Learning Coordinate Ascent Cosine Cosine Similarity Cross Entropy Cross-brackets Cross-view Ctrl Culture DA DAC DAPO DB DNN DP DPO Data Augmentation Data Clearing Data Enhancement Data Preprocess Data Science Data Structure DataManagement Database DeBERTa Debiasing Decoder Decoding Deep DeepGen DeepGraph DeepLearning DeepScaleR DeepSeek Dependence Diary Disentangled Attention DistilBERT Distillation Django Docker Docker-Compose Dockerfile Dream Dropout Dynamic-Mask EDA EMD ERNIE Economics Edit Distance Efficient-DeepLearning Elasticsearch Electra Elixir Ellipsis Embedding Embeddings Embodied AI Encoder Entropy Evaluation ExT5 F1 FDW FLAN FSM Faith Feature Engineering Feature-based Few-Shot Few-shot Prompting Fine-tuning Formal Grammars Forward Full-Text-Search Function Syntax Funk MF Funnel Transformer GBTD GELU GP GPT-1 GPT-2 GPT-3 GPT3 GPU GRPO GRU GSG Gan Garden-path Git Global Pointer Glow Graceful Shutdown Gradient Descent Graph GraphQL Grid Grammar Growth H2O-Danube HMM Hard-SVM Hinge Loss Hope Host-only HuggingLLM Human-in-Loop Human-in-the-Loop IDE IE IQR Imbalance Data Impossible-Triangle In-Context Learning Industry Inference Scaling Information Extraction Information Theory Instruct InstructGPT Instruction Following Instruction Inference Isolation Forest ItemCF Jaccard Java Jax Job Jupyter KKT KL KS Kernel Kernel Function Kernel Method Keyword Knowledge Graph L1 LCPO LIMD LIMO LIMR LLM LLM-Colosseum LM LOF LR LSTM Labeling Language Model Lexical Semantics Lexicalism Lexicalized CFG Lexicalized Grammars Life Linear Algebra Linear Sturcture Linked List LinkedList Linux Llama Logistic Regression Lucene Luong Attention MEMM MF MIO MM Fusion MTL Machine Machine Learning Machine Translation Manacher Managemnt MarkBERT Markov Materialized Views Math Matplotlib Matrix Factorization Median Meta Learning Metric Minimum Edit Distance Minkowski Model Evaluation Module Multi-Head Attention Multi-Modal MultiModal Multitask Multiway Tree NAT NER NLG NLM NLP NLU NMT NNW NTP Naive Bayes Neo4j Network Ngram NodeJS Normalizing Flow NumPy Numba Numpy OMNI ORZ Occupation One-Shot Online-DPO-R1 OpenSource Orientation P-R PCCG PCFG PEGASUS PLM PPMI PTM PageRank Palindromic Pandarallel Pandas Partial Parsing Passion Pearson Philosophy Phrase Structure Grammar Phrase Structure Grammars PoS Polars Pooling Position-Encoding Post-training Postgres Pragmatic Automatic Processing Pre-Trained Pre-Training Pre-training Precision Pretrain Pretrained Pretraining Probabilistic Grammar Probabilistic Model Promote Prompt ProtoBERT Pruning Psychology PyPI Python QA Quant Quantization Query Queue R-Drop R1 R1-Zero RAG RELU RFE RHO RHO-1 RL RLHF RMSE RNN ROC RWD Rank RaspberryPi Raspberrypi Recall Recommendation Recursion Reformer Regex Regular Expression Reinforcement Learning Relationship Extraction Representation Reqular Expressions Retrieving RoBERTa Rotated Sorted Array Rust SCFG SGD SLM SMO SQL SRN STaR SVD++ SVM Scaling Scaling Law Seaborn Search Segmentation Selection-Inference Self-Attention Semantic Automatic Processing Semantic Similarity Senta Sentence Representation Sentence Similarity Sentence-BERT Sentiment Classification SentimentAnalysis Siamese Sigmoid SimCSE Similarity Simon Simpson Paradox Skill Slide Smoothing Soft-SVM Softmax Sort Span Spell Check SqueezeBERT Stable LM Stack Stacking Statistics Stirling Strategic StratifiedKFold String Style Substring Summarization Supertagging Swap System T5 TF-IDF THW TS3-Codec TTS Tagging TanH TensorBay Tensorflow Test Text Classification Text Generation Text Normalization TextCNN TextRank Thought Transformer Transformer-XL Tree Treebank Tuning Tutorial Ubuntu UniLM Unity Operation Unix UserCF VITS Vagrant Valence Vector Semantics Verifier Virtual Network VirtualBox Visualization Viterbi Vocabulary Learning VoiceAgent Voting W2NER WOE Web Server Multithreaded Server Wide Word2vec Work XLNet XTTS Z-Score Zero-Short Zero-Shot Zero-shot ZhouZhihua Zipf Ziya binning emacs few-shot ffmpeg jpype knowledge Graph motion node2vec oat-zero orz s1 ssh str vim vlc

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