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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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S-LoRA: Serving Thousands of Concurrent LoRA Adapters
mikeyoung44 profile

S-LoRA: Serving Thousands of Concurrent LoRA Adapters

#machinelearning #ai #beginners #datascience
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4 min read
The Geometry of Categorical and Hierarchical Concepts in Large Language Models
mikeyoung44 profile

The Geometry of Categorical and Hierarchical Concepts in Large Language Models

#machinelearning #ai #beginners #datascience
1
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4 min read
Enhancing Multimodal Large Language Models with Vision Detection Models: An Empirical Study
mikeyoung44 profile

Enhancing Multimodal Large Language Models with Vision Detection Models: An Empirical Study

#machinelearning #ai #beginners #datascience
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4 min read
Will we run out of data? Limits of LLM scaling based on human-generated data
mikeyoung44 profile

Will we run out of data? Limits of LLM scaling based on human-generated data

#machinelearning #ai #beginners #datascience
1
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4 min read
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
mikeyoung44 profile

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

#machinelearning #ai #beginners #datascience
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4 min read
REBUS: A Robust Evaluation Benchmark of Understanding Symbols
mikeyoung44 profile

REBUS: A Robust Evaluation Benchmark of Understanding Symbols

#machinelearning #ai #beginners #datascience
1
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4 min read
CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification
mikeyoung44 profile

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

#machinelearning #ai #beginners #datascience
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3 min read
To Believe or Not to Believe Your LLM
mikeyoung44 profile

To Believe or Not to Believe Your LLM

#machinelearning #ai #beginners #datascience
1
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4 min read
Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddings
mikeyoung44 profile

Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddings

#machinelearning #ai #beginners #datascience
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4 min read
Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning
mikeyoung44 profile

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

#machinelearning #ai #beginners #datascience
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5 min read
Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks
mikeyoung44 profile

Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks

#machinelearning #ai #beginners #datascience
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4 min read
Evaluating Quantized Large Language Models
mikeyoung44 profile

Evaluating Quantized Large Language Models

#machinelearning #ai #beginners #datascience
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5 min read
Do Llamas Work in English? On the Latent Language of Multilingual Transformers
mikeyoung44 profile

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

#machinelearning #ai #beginners #datascience
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4 min read
LLark: A Multimodal Instruction-Following Language Model for Music
mikeyoung44 profile

LLark: A Multimodal Instruction-Following Language Model for Music

#machinelearning #ai #beginners #datascience
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3 min read
Empirical influence functions to understand the logic of fine-tuning
mikeyoung44 profile

Empirical influence functions to understand the logic of fine-tuning

#machinelearning #ai #beginners #datascience
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4 min read
ChatDev: Communicative Agents for Software Development
mikeyoung44 profile

ChatDev: Communicative Agents for Software Development

#machinelearning #ai #beginners #datascience
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3 min read
SqueezeLLM: Dense-and-Sparse Quantization
mikeyoung44 profile

SqueezeLLM: Dense-and-Sparse Quantization

#machinelearning #ai #beginners #datascience
1
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4 min read
RAFT: Adapting Language Model to Domain Specific RAG
mikeyoung44 profile

RAFT: Adapting Language Model to Domain Specific RAG

#machinelearning #ai #beginners #datascience
2
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4 min read
Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning
mikeyoung44 profile

Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning

#machinelearning #ai #beginners #datascience
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4 min read
Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs
mikeyoung44 profile

Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs

#machinelearning #ai #beginners #datascience
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3 min read
Virtual avatar generation models as world navigators
mikeyoung44 profile

Virtual avatar generation models as world navigators

#machinelearning #ai #beginners #datascience
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4 min read
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales
mikeyoung44 profile

SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales

#machinelearning #ai #beginners #datascience
1
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4 min read
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
mikeyoung44 profile

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

#machinelearning #ai #beginners #datascience
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3 min read
Bridging the Empirical-Theoretical Gap in Neural Network Formal Language Learning Using Minimum Description Length
mikeyoung44 profile

Bridging the Empirical-Theoretical Gap in Neural Network Formal Language Learning Using Minimum Description Length

#machinelearning #ai #beginners #datascience
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4 min read
A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism
mikeyoung44 profile

A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism

#machinelearning #ai #beginners #datascience
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4 min read
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