List: LLM | Curated by Anshul Sharma

Jun 14, 2024
15 stories
LLM
Devvrat Rana
Understanding LangChain Agents: A Beginner’s Guide to How LangChain Agents WorkIntroduction:
Jun 2, 2024
2
Jun 2, 2024
2
Khoa Le, Ph.D.
Finetuning LLM with QLoRa on financial data for sentiment classificationContinuing from my previous tutorial on using RAG to enhance LLM models with more recent or domain-specific knowledge, you can apply this…
Jan 13, 2024
Jan 13, 2024
In
Pinterest Engineering Blog
by
Pinterest Engineering
How we built Text-to-SQL at PinterestAdam Obeng | Data Scientist, Data Platform Science; J.C. Zhong | Tech Lead, Analytics Platform; Charlie Gu | Sr. Manager, Engineering
Apr 2, 2024
22
Apr 2, 2024
22
In
Towards AI
by
Ruben Aster
LangChain SQL Agent for Massive Documents InteractionLeverage LangChain SQL Agent and GPT for Document Analysis and Interaction
Mar 7, 2024
8
Mar 7, 2024
8
In
Towards AI
by
Kyosuke Morita
RAG-based Job Search AssistantUse RAG to optimize your job search and job application
Mar 5, 2024
1
Mar 5, 2024
1
In
Towards AI
by
Vatsal Saglani
Query Planning using Open Source LLMs and Function CallingRise of open source LLMs
Jan 2, 2024
Jan 2, 2024
In
Towards AI
by
Youssef Hosni
Hands-On LangChain for LLM Applications Development: Output ParsingWhen developing a complex application with a Language Model (LLM), it’s common to specify the desired output format, such as JSON, and…
Mar 4, 2024
Mar 4, 2024
In
TDS Archive
by
Dimitris Poulopoulos
Breaking Boundaries: Exploring Function Calling for LLMsHow function calling paves the way for seamless integration of Large Language Models with external tools and APIs
Aug 10, 2023
Aug 10, 2023
In
AI Advances
by
Ankush k Singal
Mastering Document Extraction: Setting Up Zephyr 7b LLM with Llama IndexAnkush k Singal
Nov 20, 2023
1
Nov 20, 2023
1
A B Vijay Kumar
Fine Tuning LLM: Parameter Efficient Fine Tuning (PEFT) — LoRA & QLoRA — Part 2Parameter Efficient Fine Tuning — LoRA, QLoRA — Hands-On
Sep 1, 2023
4
Sep 1, 2023
4
In
TDS Archive
by
Maarten Grootendorst
GPTQ vs. GGUF vs. AWQ: Which Quantization Method is Right for You?Exploring Pre-Quantized Large Language Models
Nov 14, 2023
9
Nov 14, 2023
9
In
GoPenAI
by
Mastering LLM (Large Language Model)
Mastering ReAct Prompting: A Crucial Step in LangChain Implementation — A Guided Example for AgentsDon’t rush into agent applications in LangChain. First, grasp the essence of ReAct Prompting with our guided example. Lay the foundation…
Sep 16, 2023
1
Sep 16, 2023
1
In
Level Up Coding
by
Yanli Liu
A Step-by-Step Guide to Runing Mistral-7b AI on a Single GPU with Google ColabHow to run your AI efficiently through 4-bit Quantization (with Colab notebook included!) .
Oct 9, 2023
9
Oct 9, 2023
9
In
GoPenAI
by
Qendel AI
RAG Pipeline With Mistral 7B Instruct Model: A step-by-step guideBuilding RAG pipeline with Mistral 7B Instruct Model: A beginner’s guide
Oct 5, 2023
4
Oct 5, 2023
4
In
GoPenAI
by
Qendel AI
Fine-tuning Mistral 7B Instruct Model in Colab: A Beginner’s Guide9 Easy Beginner Steps to Fine-tune Mistral 7B Instruct Model on Your Data
Oct 5, 2023
11
Oct 5, 2023
11