Fine-Tuning Tutorial: Falcon-7b LLM To A General Purpose Chatbot

Step by step hands-on tutorial to fine-tune a falcon-7 model using a open assistant dataset to make a general purpose chatbot. A complete guide to fine tuning llms
LLM models undergo training on extensive text data sets, equipping them to grasp human language in depth and context. In the past, most models underwent training using the supervised method, where input features and corresponding labels were fed. In contrast, LLMs take a different route by undergoing unsupervised learning. In this process, they consume vast volumes of text data devoid of any labels or explicit instructions. Consequently, LLMs efficiently learn the significance and interconnect

Fine-Tuning the Falcon LLM 7-Billion Parameter Model on Intel

📦 Learn how to fine-tune Falcon 7B LLM for versatile chatbots using Transformers, TRL, and more!, Labellerr posted on the topic

How-To Instruct Fine-Tuning Falcon-7B [Google Colab Included]

GitHub - deep-diver/LLM-As-Chatbot: LLM as a Chatbot Service

My experience on starting with fine tuning LLMs with custom data : r/LocalLLaMA

Large Language Models: Fine-tuning MPT-7B on Paperspace

Fine-tuning Falcon-7b-instruct using PEFT- LoRA on Free GPU, by Srishti Nagu

Comparing the Best Open-Source Large Language Models

📦 Learn how to fine-tune Falcon 7B LLM for versatile chatbots using Transformers, TRL, and more!, Labellerr posted on the topic

Unlocking the Power of Enterprise-Ready LLMs with NVIDIA NeMo

Deploy Falcon-7b-instruct in under 15 minutes using UbiOps - UbiOps - AI model serving, orchestration & training

Falcon LLMs: In-depth Tutorial. tutorial

Private Chatbot with Local LLM (Falcon 7B) and LangChain

LLM-Finetuning/6.Finetune Falcon-7b with BNB Self Supervised Training.ipynb at main · ashishpatel26/LLM-Finetuning · GitHub

Falcon LLMs: In-depth Tutorial. tutorial