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Prepare Data for Fine-Tuning Large Language Models of Closed-Book QA Prepare Data for Fine-Tuning Large Language Models of Closed-Book QA
Large Language Models (LLMs) like Llama or Qwen have shown incredible promise in answering questions based on provided c
2025-02-19 data science
finetuning llm
Debugging iPhone Safari with Your Mac Debugging iPhone Safari with Your Mac
Developing a web application for the iPhone can sometimes be challenging—especially when it comes to debugging. Unlike d
2025-02-17 data engineering
iphone web development
Convert mulaw audio data format to PCM format with different sampling rate Convert mulaw audio data format to PCM format with different sampling rate
In many cases, we need to convert audio format for different applications.Mu-law format is one popular format which can
2025-01-28 data engineering
python openai
Thinking Call Center Routing Optimization as a Recommendation Problem Thinking Call Center Routing Optimization as a Recommendation Problem
In today’s highly competitive market, delivering exceptional customer service is paramount. Call centers, being the fron
2024-11-16 data science
recommender system routing
How to evaluate json string column in databricks sql How to evaluate json string column in databricks sql
When working with JSON data stored as strings in a Databricks table, you might need to extract specific fields and perfo
2024-10-15 data engineering
databricks
Ensuring Proper Dependency Installation for Python Packages, `sentence-transformers` as an example Ensuring Proper Dependency Installation for Python Packages, `sentence-transformers` as an example
When working with Python packages, it’s crucial to install all dependencies correctly to avoid runtime errors and unexpe
2024-09-23 data engineering
python sentence-transformers
Streamlining Big Data and Deep Learning Workflows, Apache Spark, PyTorch, and Mosaic Streaming Streamlining Big Data and Deep Learning Workflows, Apache Spark, PyTorch, and Mosaic Streaming
In the rapidly evolving fields of big data and machine learning, one of the common challenges faced by data scientists a
2024-09-21 data engineering
pytroch mosaic streaming
What is squash before merge in coding practice What is squash before merge in coding practice
“Squash before merge” is a practice in version control systems, specifically in Git, where multiple smaller commits in a
2024-08-28 data engineering
git
Simplifying Data Serialization with Pydantic, `.dict()` and `.json()` Simplifying Data Serialization with Pydantic, `.dict()` and `.json()`
When working with data models in Python, Pydantic is a fantastic library that streamlines validation and serialization.
2024-08-15 data engineering
pydantic
How to write a good resume, and a good template for reference How to write a good resume, and a good template for reference
A well-crafted resume is essential for making a positive impression on potential employers. It’s your first opportunity
2024-08-03 data engineering
resume
Understanding Node.js for Python Developers, A Comparison with FastAPI Understanding Node.js for Python Developers, A Comparison with FastAPI
IntroductionAs a developer with a background in building web applications using Python frameworks like Flask and FastAPI
2024-07-20 data engineering
fastapi node.js
Measuring Average Latency with FAISS on Apple M1 Measuring Average Latency with FAISS on Apple M1
FAISS (Facebook AI Similarity Search) is a powerful library for efficient similarity search and clustering of dense vect
2024-07-07 data engineering
FAISS
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