metadata

library_name: transformers
tags:
  - Text Generation
  - gaudi
  - alpaca
  - llm
  - optimum-habana
  - gaudi2
  - llama
  - llama3
  - TextGeneration
license: apache-2.0
datasets:
  - tatsu-lab/alpaca
language:
  - en
pipeline_tag: text-generation

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)
- train_batch_size: 8
- seed: 100
- gradient_accumulation_steps: 1
- optimizer: Adam 
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.03
- lora_rank=16 
- lora_alpha=32

Evaluation

Will be update..!

gopalakrishnan-d
/

Llama3-8b-VAGO-Gaudi-Alpaca-v1