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Technology
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Science
1 books
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How to measure anything
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Mathematics
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Computer Science
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Artificial Intelligence
45 books
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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Scaling Laws for Neural Language Models
Evaluating Large Language Models Trained on Code
On the Opportunities and Risks of Foundation Models
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Machine Learning
51 books
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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Scaling Laws for Neural Language Models
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
On the Opportunities and Risks of Foundation Models
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Data Science
1 books
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The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale
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Neuroscience
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Psychology
1 books
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The Whole-Brain Child Strategies
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Philosophy
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Natural Language Processing
50 books
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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Scaling Laws for Neural Language Models
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
Evaluating Large Language Models Trained on Code
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Deep Learning
12 books
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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
ZeRO: Memory Optimizations Toward Training Trillion Parameter Models
Scaling Laws for Neural Language Models
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
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Distributed Systems
1 books
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ZeRO: Memory Optimizations Toward Training Trillion Parameter Models
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Optimization
1 books
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ZeRO: Memory Optimizations Toward Training Trillion Parameter Models
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High Performance Computing
1 books
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ZeRO: Memory Optimizations Toward Training Trillion Parameter Models
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Natural Language Processing (Nlp)
5 books
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Language models are few-shot learners
Unifying Language Learning Paradigms
GLM-130B: An Open Bilingual Pre-trained Model
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling
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Artificial Intelligence (Ai)
3 books
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Language models are few-shot learners
GLM-130B: An Open Bilingual Pre-trained Model
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling
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Machine Learning (Ml)
1 books
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Language models are few-shot learners
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Computer Architecture
3 books
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Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
RWKV: Reinventing RNNs for the Transformer Era
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
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Software Engineering
4 books
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Evaluating Large Language Models Trained on Code
Language Models are General-Purpose Interfaces
The Mythical Man-Month: Project Scheduling Pitfalls
The Pragmatic Programmer
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Ethics In Ai
1 books
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On the Opportunities and Risks of Foundation Models
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Information Retrieval
1 books
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Improving language models by retrieving from trillions of tokens
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Dialog Systems
1 books
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LaMDA: Language Models for Dialog Applications
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Computational Linguistics
5 books
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Solving Quantitative Reasoning Problems with Language Models
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
GLM-130B: An Open Bilingual Pre-trained Model
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
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Distributed Computing
1 books
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Using Deep and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model
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Reinforcement Learning
3 books
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Training language models to follow instructions with human feedback
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
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Artificial Intelligence Ethics
1 books
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Training language models to follow instructions with human feedback
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Computer Systems Architecture
1 books
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PaLM: Scaling Language Modeling with Pathways
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Human-Computer Interaction
2 books
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Language Models are General-Purpose Interfaces
Improving alignment of dialogue agents via targeted human judgements
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Evaluation Methodology
1 books
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Holistic Evaluation of Language Models
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Computational Science
1 books
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Galactica: A Large Language Model for Science
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Meta-Learning
1 books
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OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization
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Computer Vision
4 books
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Language Is Not All You Need: Aligning Perception with Language Models
PaLM-E: An Embodied Multimodal Language Model
Visual Instruction Tuning
The Llama 3 Herd of Models
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Sequence Modeling
1 books
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Resurrecting Recurrent Neural Networks for Long Sequences
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Robotics
1 books
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PaLM-E: An Embodied Multimodal Language Model
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Language Model Training
1 books
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Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision
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Natural Language Processing (Potentially)
1 books
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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality
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Computer Science Theory
1 books
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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality
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