List: Python | Curated by Wei-Meng Lee

Feb 13, 2025
124 stories
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Python
In
AI Advances
by
Wei-Meng Lee
Running Large Language Models (LLMs) on CPU using llama.cppLearn how to download, run models interactively, use them in Python, and expose them as REST APIs
Feb 4
3
Feb 4
3
In
AI Advances
by
Wei-Meng Lee
Tips and Tricks for Using OllamaLearn how to change the models folder, configure and use the REST API, and more
Jan 21
4
Jan 21
4
In
AI Advances
by
Wei-Meng Lee
Building Chat UI using ChainlitLeveraging Chainlit to Build Powerful and Customizable Chat Applications
Jan 21
3
Jan 21
3
In
AI Advances
by
Wei-Meng Lee
Using Multimodal Models to Enhance Image UnderstandingLearn how to use multimodal models to answer visual and textual queries
Jan 13
Jan 13
In
AI Advances
by
Wei-Meng Lee
Building an Image Recognition Model with Create MLA beginner-friendly guide to training custom image recognition models without any coding on the Mac
Jan 14
Jan 14
In
AI Advances
by
Wei-Meng Lee
Getting Started with ChromaDBUnderstanding Its Role in AI and Search
Jan 15
1
Jan 15
1
In
AI Advances
by
Wei-Meng Lee
Geospatial Data Analysis using DuckDBSimplifying Spatial Data Analysis with DuckDB’s Spatial Extensions
Jan 12
Jan 12
In
AI Advances
by
Wei-Meng Lee
Performing Analytical Queries with LLMsA Practical Approach to Using LLMs for Data Exploration and Analysis
Jan 10
Jan 10
In
AI Advances
by
Wei-Meng Lee
Building an Image Recognition Model with Teachable MachineA beginner-friendly guide to training custom image recognition models without any coding
Jan 8
3
Jan 8
3
In
AI Advances
by
Wei-Meng Lee
Generating Vector Embeddings using OllamaLeveraging Embeddings from Ollama to Build Powerful Retrieval-Augmented Generation (RAG) Applications
Nov 26, 2024
1
Nov 26, 2024
1
In
AI Advances
by
Wei-Meng Lee
Streamlining Generative AI Access with aisuiteA Unified Interface for Connecting to Multiple GenAI Providers
Nov 27, 2024
1
Nov 27, 2024
1
In
AI Advances
by
Wei-Meng Lee
Understanding Word Vector Embeddings in NLPUnraveling the Mysteries of Word Representations in NLP
Oct 30, 2024
Oct 30, 2024
In
AI Advances
by
Wei-Meng Lee
Running TensorFlow Applications on NVIDIA GPUsBoosting Model Performance with GPU Acceleration for Deep Learning
Oct 28, 2024
1
Oct 28, 2024
1
In
AI Advances
by
Wei-Meng Lee
Running TensorFlow Applications on Apple Silicon MacOptimizing Your TensorFlow Application with Metal Performance Shaders (MPS)
Oct 27, 2024
3
Oct 27, 2024
3
In
AI Advances
by
Wei-Meng Lee
Understanding Tokenization in NLPBreaking Down Word-Level, Subword-Level, Padding, and Attention Masks for Effective Text Processing in NLP
Oct 26, 2024
2
Oct 26, 2024
2
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AI Advances
by
Wei-Meng Lee
Retrieval-Augmented Generation (RAG) for Document-Based Question AnsweringLearn how to secure and access private data with LlamaIndex and Retrieval-Augmented Generation (RAG)
Oct 22, 2024
Oct 22, 2024
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AI Advances
by
Wei-Meng Lee
Running LLMs Locally using OllamaLearn how to utilize Ollama in your Python, LangChain, and LlamaIndex applications
Oct 23, 2024
1
Oct 23, 2024
1
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AI Advances
by
Wei-Meng Lee
Leveraging AutoModel Classes for NLP, Image Classification, and LLM ApplicationsA Practical Overview of AutoModelForCausalLM, AutoModelForSequenceClassification, AutoModelForImageClassification, and…
Oct 20, 2024
1
Oct 20, 2024
1
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AI Advances
by
Wei-Meng Lee
Fine-Tuning Transformers for NLP Tasks using Hugging FaceEnhancing Model Performance and Tailoring Transformers for Specific NLP Applications
Oct 19, 2024
Oct 19, 2024
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Level Up Coding
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Wei-Meng Lee
Understanding OpenAI Function CallingLearn how to make OpenAI generate structured JSON output
Jan 12, 2024
2
Jan 12, 2024
2