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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Align Scheduling

Align Scheduling

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5 min read
This is a submission for the Coze AI Bot Challenge

This is a submission for the Coze AI Bot Challenge

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1 min read
Extracting Prompts by Inverting LLM Outputs

Extracting Prompts by Inverting LLM Outputs

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4 min read
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling

Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling

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4 min read
Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks

Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks

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3 min read
Many-Shot In-Context Learning

Many-Shot In-Context Learning

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4 min read
LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B

LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B

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4 min read
XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection

XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection

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4 min read
Lessons from the Trenches on Reproducible Evaluation of Language Models

Lessons from the Trenches on Reproducible Evaluation of Language Models

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5 min read
Surveilling the Masses with Wi-Fi-Based Positioning Systems

Surveilling the Masses with Wi-Fi-Based Positioning Systems

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5 min read
ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference

ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference

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4 min read
Models That Prove Their Own Correctness

Models That Prove Their Own Correctness

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5 min read
Not All Language Model Features Are Linear

Not All Language Model Features Are Linear

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4 min read
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

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4 min read
Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer

Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer

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4 min read
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