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Wenqi Glantz

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Wenqi Glantz

An Overview of My Blog Posts

Learning by Blogging

Jul 26, 2023

An Overview of My Blog Posts

Jul 26, 2023

Wenqi Glantz
in
Towards Data Science

The Journey of RAG Development: From Notebook to Microservices

Converting a Colab notebook to two microservices with support for Milvus and NeMo Guardrails

Feb 21

The Journey of RAG Development: From Notebook to Microservices

Feb 21

Wenqi Glantz
in
Towards Data Science

NeMo Guardrails, the Ultimate Open-Source LLM Security Toolkit

Exploring NeMo Guardrails’ practical use cases

Feb 9

NeMo Guardrails, the Ultimate Open-Source LLM Security Toolkit

Feb 9

Wenqi Glantz
in
Towards Data Science

12 RAG Pain Points and Proposed Solutions

Solving the core challenges of Retrieval-Augmented Generation

Jan 30

12 RAG Pain Points and Proposed Solutions

Jan 30

Wenqi Glantz
in
Towards Data Science

Jump-start Your RAG Pipelines with Advanced Retrieval LlamaPacks and Benchmark with Lighthouz AI

Exploring robust RAG development with LlamaPacks, Lighthouz AI, and Llama Guard

Jan 29

Jump-start Your RAG Pipelines with Advanced Retrieval LlamaPacks and Benchmark with Lighthouz AI

Jan 29

Wenqi Glantz
in
Towards Data Science

Exploring mergekit for Model Merge, AutoEval for Model Evaluation, and DPO for Model Fine-tuning

My observations from experimenting with model merge, evaluation, and two model fine-tuning techniques

Jan 19

Exploring mergekit for Model Merge, AutoEval for Model Evaluation, and DPO for Model Fine-tuning

Jan 19

Wenqi Glantz
in
Towards Data Science

Democratizing LLMs: 4-bit Quantization for Optimal LLM Inference

A deep dive into model quantization with GGUF and llama.cpp and model evaluation with LlamaIndex

Jan 15

Democratizing LLMs: 4-bit Quantization for Optimal LLM Inference

Jan 15

Wenqi Glantz
in
Towards Data Science

Deploying LLM Apps to AWS, the Open-Source Self-Service Way

A step-by-step guide on deploying LlamaIndex RAGs to AWS ECS fargate

Jan 8

Deploying LLM Apps to AWS, the Open-Source Self-Service Way

Jan 8

Wenqi Glantz
in
Towards Data Science

Safeguarding Your RAG Pipelines: A Step-by-Step Guide to Implementing Llama Guard with LlamaIndex

How to add Llama Guard to your RAG pipelines to moderate LLM inputs and outputs and combat prompt injection

Dec 27, 2023

Safeguarding Your RAG Pipelines: A Step-by-Step Guide to Implementing Llama Guard with LlamaIndex

Dec 27, 2023

Wenqi Glantz
in
Level Up Coding

10+ Ways to Run Open-Source Models with LlamaIndex

LlamaIndex’s open-source model integration with Hugging Face, vLLM, Ollama, Llama.cpp, liteLLM, Replicate, Gradient, and more

Dec 19, 2023

10+ Ways to Run Open-Source Models with LlamaIndex

Dec 19, 2023

Wenqi Glantz

Wenqi Glantz

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Mom, wife, architect with a passion for technology and crafting quality products linkedin.com/in/wenqi-glantz-b5448a5a/ twitter.com/wenqi_glantz

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