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Yanli Liu

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Why Representation Finetuning is the Most Efficient Approach Today?

A Step-by-Step Guide to Representation Finetuning LLAMA3

May 26, 2024

Why Representation Finetuning is the Most Efficient Approach Today?

May 26, 2024

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How to Generate Instruction Datasets from Any Documents for LLM Fine-Tuning

Generate high-quality synthetic datasets economically using lightweight libraries

Mar 6, 2024

How to Generate Instruction Datasets from Any Documents for LLM Fine-Tuning

Mar 6, 2024

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Level Up Coding

Unleash Mistral 7B’ Power: How to Efficiently Fine-tune a LLM on Your Own Data

Navigating the world of model fine-tuning optimizations, featuring LoRA and PEFT.

Oct 12, 2023

Unleash Mistral 7B’ Power: How to Efficiently Fine-tune a LLM on Your Own Data

Oct 12, 2023

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Upgrade Your Retrieval Augmented Generation with Self-RAG

A new research method teaching LLMs to retrieve, generate, and critique through self-reflection

Nov 7, 2023

Upgrade Your Retrieval Augmented Generation with Self-RAG

Nov 7, 2023

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Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment

Achieving Better Results and Efficiency in Language Model Fine-Tuning

Jun 24, 2024

Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment

Jun 24, 2024

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Level Up Coding

Lost In Prompts ? How Fabric Simplifies Daily Interactions with Any AI

A practical guide to installing and configuring Fabric with Llama3 for enhanced productivity

Apr 28, 2024

Lost In Prompts ? How Fabric Simplifies Daily Interactions with Any AI

Apr 28, 2024

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Building Local RAG Chatbots Without Coding Using LangFlow and Ollama

A Quick Way to Prototype RAG Applications Based on LangChain

Apr 8, 2024

Building Local RAG Chatbots Without Coding Using LangFlow and Ollama

Apr 8, 2024

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Level Up Coding

How I Analyzed My Finance With A Local AI

A personalized and secure approach to analyzing financial data, providing tailored insights and recommendations

Apr 7, 2024

How I Analyzed My Finance With A Local AI

Apr 7, 2024

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Level Up Coding

The Future of Financial AI: Stock Sentiment Analysis with SLIM Models

How to perform complex multi-step analytics using LLMWare on CPU

Feb 27, 2024

The Future of Financial AI: Stock Sentiment Analysis with SLIM Models

Feb 27, 2024

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How to Chat with Any Open Source LLM for Free with Your iPhone

Building an Open Source “ChatGPT” App on iPhone Using Ollama and Google Colab Free T4 GPU

Feb 5, 2024

How to Chat with Any Open Source LLM for Free with Your iPhone

Feb 5, 2024

Yanli Liu

Yanli Liu

Daytime finance practitioner based in Luxembourg, seasoned coder, and passionate about anything AI-related!

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