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

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X-ALMA: High-Quality Translation Across 50 Languages Using Plug & Play Modules and Novel Optimization

X-ALMA: High-Quality Translation Across 50 Languages Using Plug & Play Modules and Novel Optimization

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4 min read
LLMs as Markov Chains: Exploring In-Context Learning for Text Generation

LLMs as Markov Chains: Exploring In-Context Learning for Text Generation

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3 min read
CountVectorizer vs TfidfVectorizer

CountVectorizer vs TfidfVectorizer

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4 min read
LoRA and QLoRA: Simple Fine-Tuning Techniques Explained

LoRA and QLoRA: Simple Fine-Tuning Techniques Explained

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3 min read
Achieve Fast Diffusion Image Generation Comparable to Stable Diffusion

Achieve Fast Diffusion Image Generation Comparable to Stable Diffusion

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5 min read
FHE-Secure Federated Learning Against Malicious Users: Novel Encryption Scheme Protects Privacy and Integrity

FHE-Secure Federated Learning Against Malicious Users: Novel Encryption Scheme Protects Privacy and Integrity

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4 min read
Selective Attention Boosts Transformer Performance on Language Tasks

Selective Attention Boosts Transformer Performance on Language Tasks

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3 min read
Uncovering User Intent: A Usage-Centric Approach to E-Commerce Understanding

Uncovering User Intent: A Usage-Centric Approach to E-Commerce Understanding

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4 min read
Frontier AI Developers Need Internal Audit Function to Address Key Governance Challenges

Frontier AI Developers Need Internal Audit Function to Address Key Governance Challenges

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4 min read
Wikipedia's Hidden Knowledge: Illuminating 15% of Orphan Articles through De-Orphanization

Wikipedia's Hidden Knowledge: Illuminating 15% of Orphan Articles through De-Orphanization

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3 min read
AI-Powered Code Completion: Faster, Smarter, and Fully Local Editing for IntelliJ IDEs

AI-Powered Code Completion: Faster, Smarter, and Fully Local Editing for IntelliJ IDEs

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4 min read
Supercharging LLM Testing: TICK Lets You Check the Boxes

Supercharging LLM Testing: TICK Lets You Check the Boxes

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4 min read
Dash: An Intriguing Framework, to Say the Least

Dash: An Intriguing Framework, to Say the Least

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16 min read
Exploring Data Operations with PySpark, Pandas, DuckDB, Polars, and DataFusion in a Python Notebook

Exploring Data Operations with PySpark, Pandas, DuckDB, Polars, and DataFusion in a Python Notebook

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13 min read
Federated Computational Governance: Balancing Autonomy and Compliance in the Data Ecosystem 🌐✨

Federated Computational Governance: Balancing Autonomy and Compliance in the Data Ecosystem 🌐✨

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5 min read
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