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Data Science

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

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Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddings
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Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddings

#machinelearning #ai #beginners #datascience
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4 min read
To Believe or Not to Believe Your LLM
aimodels-fyi profile

To Believe or Not to Believe Your LLM

#machinelearning #ai #beginners #datascience
1
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4 min read
LLark: A Multimodal Instruction-Following Language Model for Music
aimodels-fyi 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
aimodels-fyi profile

Empirical influence functions to understand the logic of fine-tuning

#machinelearning #ai #beginners #datascience
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4 min read
Evaluating Quantized Large Language Models
aimodels-fyi profile

Evaluating Quantized Large Language Models

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

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

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

ChatDev: Communicative Agents for Software Development

#machinelearning #ai #beginners #datascience
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3 min read
Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning
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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
Do Llamas Work in English? On the Latent Language of Multilingual Transformers
aimodels-fyi profile

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

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

Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs

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

#machinelearning #ai #beginners #datascience
1
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4 min read
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales
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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
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Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

#machinelearning #ai #beginners #datascience
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3 min read
RAFT: Adapting Language Model to Domain Specific RAG
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RAFT: Adapting Language Model to Domain Specific RAG

#machinelearning #ai #beginners #datascience
2
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4 min read
Virtual avatar generation models as world navigators
aimodels-fyi profile

Virtual avatar generation models as world navigators

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

#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
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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
Large Language Models for Generative Information Extraction: A Survey
aimodels-fyi profile

Large Language Models for Generative Information Extraction: A Survey

#machinelearning #ai #beginners #datascience
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5 min read
Bridging the Empirical-Theoretical Gap in Neural Network Formal Language Learning Using Minimum Description Length
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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
Position: Categorical Deep Learning is an Algebraic Theory of All Architectures
aimodels-fyi profile

Position: Categorical Deep Learning is an Algebraic Theory of All Architectures

#machinelearning #ai #beginners #datascience
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1 min read
Optimizing Matplotlib Performance: Handling Memory Leaks Efficiently
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Optimizing Matplotlib Performance: Handling Memory Leaks Efficiently

#matplotlib #datascience #performance #programming
15
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3 min read
Data Mesh: An Executive Guide to Modern Data Architecture in Manufacturing
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Data Mesh: An Executive Guide to Modern Data Architecture in Manufacturing

#datamesh #data #datascience #dataengineering
1
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13 min read
Book Recommendations
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Book Recommendations

#softwaredevelopment #datascience #programming #books
10
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12 min read
ValueError: A given column is not a column of the dataframe
ismielabir profile

ValueError: A given column is not a column of the dataframe

#machinelearning #datascience #python
1
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1 min read
Navigating the Data Jungle. Data Analysis Software: A Comprehensive Guide
jaydipparikh profile

Navigating the Data Jungle. Data Analysis Software: A Comprehensive Guide

#datastructures #datascience #python #data
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11 min read
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