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Collections including paper arxiv:2204.05862

A collection of arXiv papers from Chip Huyen's AI Engineering organized by chapter and ordered by when each appears in the book.

Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning

Paper • 2211.04325 • Published Oct 26, 2022 • 1
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 26
On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021 • 2
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Paper • 2204.07705 • Published Apr 16, 2022 • 2

about 1 month ago

A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions

Paper • 2312.08578 • Published Dec 14, 2023 • 20
ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks

Paper • 2312.08583 • Published Dec 14, 2023 • 11
Vision-Language Models as a Source of Rewards

Paper • 2312.09187 • Published Dec 14, 2023 • 12
StemGen: A music generation model that listens

Paper • 2312.08723 • Published Dec 14, 2023 • 48

A curated collection of datasets, models, Spaces, and papers on Reinforcement Learning from Human Feedback (RLHF).

Running

Agents

202

MT Bench

📊

202

Compare AI model responses side-by-side
garage-bAInd/Open-Platypus

Viewer • Updated Jan 24, 2024 • 24.9k • 12.8k • 416
meta-llama/Llama-2-7b-chat-hf

Text Generation • Updated Apr 17, 2024 • 424k • 4.73k
meta-llama/Llama-2-70b-chat-hf

Text Generation • Updated Apr 17, 2024 • 84.1k • 2.21k

LLaMA Pro: Progressive LLaMA with Block Expansion

Paper • 2401.02415 • Published Jan 4, 2024 • 54
Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Paper • 2204.05862 • Published Apr 12, 2022 • 3

Super Alignment

Trusted Source Alignment in Large Language Models

Paper • 2311.06697 • Published Nov 12, 2023 • 12
Diffusion Model Alignment Using Direct Preference Optimization

Paper • 2311.12908 • Published Nov 21, 2023 • 49
SuperHF: Supervised Iterative Learning from Human Feedback

Paper • 2310.16763 • Published Oct 25, 2023 • 1
Enhancing Diffusion Models with Text-Encoder Reinforcement Learning

Paper • 2311.15657 • Published Nov 27, 2023 • 2

Training a Helpful and Harmless Assistant

Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Paper • 2204.05862 • Published Apr 12, 2022 • 3

A collection of arXiv papers from Chip Huyen's AI Engineering organized by chapter and ordered by when each appears in the book.

Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning

Paper • 2211.04325 • Published Oct 26, 2022 • 1
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 26
On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021 • 2
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Paper • 2204.07705 • Published Apr 16, 2022 • 2

LLaMA Pro: Progressive LLaMA with Block Expansion

Paper • 2401.02415 • Published Jan 4, 2024 • 54
Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Paper • 2204.05862 • Published Apr 12, 2022 • 3

about 1 month ago

A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions

Paper • 2312.08578 • Published Dec 14, 2023 • 20
ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks

Paper • 2312.08583 • Published Dec 14, 2023 • 11
Vision-Language Models as a Source of Rewards

Paper • 2312.09187 • Published Dec 14, 2023 • 12
StemGen: A music generation model that listens

Paper • 2312.08723 • Published Dec 14, 2023 • 48

Super Alignment

Trusted Source Alignment in Large Language Models

Paper • 2311.06697 • Published Nov 12, 2023 • 12
Diffusion Model Alignment Using Direct Preference Optimization

Paper • 2311.12908 • Published Nov 21, 2023 • 49
SuperHF: Supervised Iterative Learning from Human Feedback

Paper • 2310.16763 • Published Oct 25, 2023 • 1
Enhancing Diffusion Models with Text-Encoder Reinforcement Learning

Paper • 2311.15657 • Published Nov 27, 2023 • 2

A curated collection of datasets, models, Spaces, and papers on Reinforcement Learning from Human Feedback (RLHF).

Running

Agents

202

MT Bench

📊

202

Compare AI model responses side-by-side
garage-bAInd/Open-Platypus

Viewer • Updated Jan 24, 2024 • 24.9k • 12.8k • 416
meta-llama/Llama-2-7b-chat-hf

Text Generation • Updated Apr 17, 2024 • 424k • 4.73k
meta-llama/Llama-2-70b-chat-hf

Text Generation • Updated Apr 17, 2024 • 84.1k • 2.21k

Training a Helpful and Harmless Assistant

Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Paper • 2204.05862 • Published Apr 12, 2022 • 3

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