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Data Science
DPO Full Training vs. LoRA: How Good is LoRA for DPO Tr...
One model, two adaptersContinue reading on Towards Data Science »
LoRA Fine-Tuning On Your Apple Silicon MacBook
Let’s Go Step-By-Step Fine-Tuning On Your MacBookContinue reading on Towards Dat...
Building a Research Agent That Can Write to Google Docs...
Dalle-3’s interpretation of “A quirky AI assistant hard at work checking documen...
Building a Research Assistant That Can Write to Google ...
Dalle-3’s interpretation of “An AI assistant throwing documents to the wind over...
Your Data Quality Checks Are Worth Less (Than You Think)
How to deliver outsized value on your data quality programContinue reading on To...
Boost Your Python Code with CUDA
Target your GPU easily with Numba’s CUDA JITContinue reading on Towards Data Sci...
How to Build a Data-Driven Customer Management System
CUSTOMER BASE MANAGEMENTA High-Level Framework for Building a CBM System with St...
Is ReFT All We Needed?
Representation Fintuning — Beyond the PEFT Techniques for fine-tuning LLMsHasn’t...
Rewiring My Career: How I Transitioned from Electrical ...
Data is booming. It comes in vast volumes and variety and this explosion comes w...
5 POWERFUL Tips to become Data Scientist in 2025
Data Science continues to be one of the most sought-after career paths, and lear...
Exploring Music Transcription with Multi-Modal Language...
Using Qwen2-Audio to transcribe music into sheet musicImage by authorAutomatic m...
Spoiler Alert: The Magic of RAG Does Not Come from AI
Why retrieval, not generation, makes RAG systems magicalQuick POCsMost quick pro...
How to Reduce Python Runtime for Demanding Tasks
Practical techniques to accelerate heavy workloads with GPU optimization in Pyth...
Excel Spreadsheets Are Dead for Big Data. Companies Nee...
Data is getting too complicated for Excel to keep upContinue reading on Towards ...
From Local to Cloud: Estimating GPU Resources for Open-...
Estimating GPU memory for deploying the latest open-source LLMsContinue reading ...
Why Most Cross-Validation Visualizations Are Wrong (And...
MODEL VALIDATION & OPTIMIZATIONStop using moving boxes!You know those cross-vali...