Modelpublic

gopalakrishnan-d/Llama3-8b-VAGO-Gaudi-Alpaca-v1

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face

1likes

Model Card

Model Card for Model ID

This model was fine-tuned from the VAGOsolutions/Llama-3-SauerkrautLM-8b-Instruct

Model Details

Model Description

The gopalakrishnan-d/Llama3-8b-VAGO-Gaudi-Alpaca-v1 model is a fine-tuned variant of the Llama3 architecture with 8 billion parameters. This version has been specifically enhanced for better performance on diverse language tasks, utilizing the Gaudi 2 Accelerator to optimize the training process.

—Hardware Type: Intel Gaudi2 Accelerator
—Cloud Provider: Intel® Tiber™ Developer Cloud
—Developed by: gopalakrishnan-d
—Model type: Fine-Tuned LLM
—Language(s) (NLP): English
—License:Apache 2.0 License**
—Finetuned from model: VAGOsolutions/Llama-3-SauerkrautLM-8b-Instruct

Uses

—Customer Service Chatbots
—Content Generation Tools
—Educational Tutoring Systems
—Workflow Automation Systems
—Personalized Recommendation Engines

Training Hyperparameters

—learning_rate: 5e-06 (Low Rate)
—trainbatchsize: 8
—seed: 100
—gradientaccumulationsteps: 1
—optimizer: Adam
—lrschedulertype: linear
—lrschedulerwarmup_ratio: 0.03
—lora_rank=16
—lora_alpha=32

Evaluation