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Data Science allows us to extract meaning from and interpret data.

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Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning

Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning

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5 min read
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

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3 min read
Computer Vision Meetup: Combining Hugging Face Transformer Models and Image Data with FiftyOne 09:25

Computer Vision Meetup: Combining Hugging Face Transformer Models and Image Data with FiftyOne

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1 min read
InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification

InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification

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3 min read
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

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4 min read
LLMs cannot find reasoning errors, but can correct them given the error location

LLMs cannot find reasoning errors, but can correct them given the error location

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5 min read
Deep Learning for Camera Calibration and Beyond: A Survey

Deep Learning for Camera Calibration and Beyond: A Survey

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4 min read
The Geometry of Categorical and Hierarchical Concepts in Large Language Models

The Geometry of Categorical and Hierarchical Concepts in Large Language Models

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4 min read
Can LLMs Separate Instructions From Data? And What Do We Even Mean By That?

Can LLMs Separate Instructions From Data? And What Do We Even Mean By That?

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4 min read
Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddings

Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddings

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4 min read
REBUS: A Robust Evaluation Benchmark of Understanding Symbols

REBUS: A Robust Evaluation Benchmark of Understanding Symbols

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4 min read
Alice in Wonderland: Simple Tasks Showing Complete Reasoning Breakdown in State-Of-the-Art Large Language Models

Alice in Wonderland: Simple Tasks Showing Complete Reasoning Breakdown in State-Of-the-Art Large Language Models

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5 min read
CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification

CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification

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3 min read
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

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4 min read
Evaluating Quantized Large Language Models

Evaluating Quantized Large Language Models

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5 min read
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