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Collections including paper arxiv:2312.06674

Agent Safety & Alignment

AI agent security: prompt injection defense, jailbreak detection, guardrails, constitutional AI, zero trust architecture.

meta-llama/Llama-Guard-3-8B

Text Generation • 8B • Updated Oct 11, 2024 • 41.3k • • 256
Jailbroken: How Does LLM Safety Training Fail?

Paper • 2307.02483 • Published Jul 5, 2023 • 14
Constitutional AI: Harmlessness from AI Feedback

Paper • 2212.08073 • Published Dec 15, 2022 • 4
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Paper • 2312.06674 • Published Dec 7, 2023 • 8

Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 109
How to Train Data-Efficient LLMs

Paper • 2402.09668 • Published Feb 15, 2024 • 42
BitDelta: Your Fine-Tune May Only Be Worth One Bit

Paper • 2402.10193 • Published Feb 15, 2024 • 21
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

Paper • 2402.09727 • Published Feb 15, 2024 • 38

Shyamala Models Tracker

AnimateZero: Video Diffusion Models are Zero-Shot Image Animators

Paper • 2312.03793 • Published Dec 6, 2023 • 18
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Paper • 2312.06674 • Published Dec 7, 2023 • 8

System 2 Attention (is something you might need too)

Paper • 2311.11829 • Published Nov 20, 2023 • 43
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems

Paper • 2311.11315 • Published Nov 19, 2023 • 7
Alignment for Honesty

Paper • 2312.07000 • Published Dec 12, 2023 • 14
Steering Llama 2 via Contrastive Activation Addition

Paper • 2312.06681 • Published Dec 9, 2023 • 14

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 • 25
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

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 31
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 22
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

JaxMARL: Multi-Agent RL Environments in JAX

Paper • 2311.10090 • Published Nov 16, 2023 • 8
ToolTalk: Evaluating Tool-Usage in a Conversational Setting

Paper • 2311.10775 • Published Nov 15, 2023 • 9
Contrastive Chain-of-Thought Prompting

Paper • 2311.09277 • Published Nov 15, 2023 • 35
Testing Language Model Agents Safely in the Wild

Paper • 2311.10538 • Published Nov 17, 2023 • 10

Agent Safety & Alignment

AI agent security: prompt injection defense, jailbreak detection, guardrails, constitutional AI, zero trust architecture.

meta-llama/Llama-Guard-3-8B

Text Generation • 8B • Updated Oct 11, 2024 • 41.3k • • 256
Jailbroken: How Does LLM Safety Training Fail?

Paper • 2307.02483 • Published Jul 5, 2023 • 14
Constitutional AI: Harmlessness from AI Feedback

Paper • 2212.08073 • Published Dec 15, 2022 • 4
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Paper • 2312.06674 • Published Dec 7, 2023 • 8

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 • 25
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

Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 109
How to Train Data-Efficient LLMs

Paper • 2402.09668 • Published Feb 15, 2024 • 42
BitDelta: Your Fine-Tune May Only Be Worth One Bit

Paper • 2402.10193 • Published Feb 15, 2024 • 21
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

Paper • 2402.09727 • Published Feb 15, 2024 • 38

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 31
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 22
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

Shyamala Models Tracker

AnimateZero: Video Diffusion Models are Zero-Shot Image Animators

Paper • 2312.03793 • Published Dec 6, 2023 • 18
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Paper • 2312.06674 • Published Dec 7, 2023 • 8

JaxMARL: Multi-Agent RL Environments in JAX

Paper • 2311.10090 • Published Nov 16, 2023 • 8
ToolTalk: Evaluating Tool-Usage in a Conversational Setting

Paper • 2311.10775 • Published Nov 15, 2023 • 9
Contrastive Chain-of-Thought Prompting

Paper • 2311.09277 • Published Nov 15, 2023 • 35
Testing Language Model Agents Safely in the Wild

Paper • 2311.10538 • Published Nov 17, 2023 • 10

System 2 Attention (is something you might need too)

Paper • 2311.11829 • Published Nov 20, 2023 • 43
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems

Paper • 2311.11315 • Published Nov 19, 2023 • 7
Alignment for Honesty

Paper • 2312.07000 • Published Dec 12, 2023 • 14
Steering Llama 2 via Contrastive Activation Addition

Paper • 2312.06681 • Published Dec 9, 2023 • 14

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