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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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Jun 7 '24

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification

#machinelearning #ai #beginners #datascience

3 min read

Jun 7 '24

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

#machinelearning #ai #beginners #datascience

3 min read

Jun 7 '24

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

#machinelearning #ai #beginners #datascience

5 min read

Jun 7 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

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

#machinelearning #ai #beginners #datascience

5 min read

Jun 7 '24

Deep Learning for Camera Calibration and Beyond: A Survey

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

The Geometry of Categorical and Hierarchical Concepts in Large Language Models

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

REBUS: A Robust Evaluation Benchmark of Understanding Symbols

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddings

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

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

#machinelearning #ai #beginners #datascience

3 min read

Jun 7 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

CSS Animations Made EZ

#webdev #ai #css #design

1 min read

Caroline K for Couchbase

Jun 7 '24

Weekly Updates - June 7, 2024

#couchbase #community #database #ai

1 min read

Jun 7 '24

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

#machinelearning #ai #beginners #datascience

5 min read

Jun 7 '24

To Believe or Not to Believe Your LLM

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

RAFT: Adapting Language Model to Domain Specific RAG

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

ChatDev: Communicative Agents for Software Development

#machinelearning #ai #beginners #datascience

3 min read

Jun 7 '24

SqueezeLLM: Dense-and-Sparse Quantization

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

Do Llamas Work in English? On the Latent Language of Multilingual Transformers

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

LLark: A Multimodal Instruction-Following Language Model for Music

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

Harvard Undergraduate Survey on Generative AI

#machinelearning #ai #beginners #datascience

3 min read

Jun 7 '24

Empirical influence functions to understand the logic of fine-tuning

#machinelearning #ai #beginners #datascience

5 min read

Jun 7 '24

Evaluating Quantized Large Language Models

#machinelearning #ai #beginners #datascience

5 min read

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