guadi-meta-llama3-8b-alpaca-v1

Model Card for Model ID

This model was fine-tuned from meta-llama/Meta-Llama-3-8B

Model Details

Model Description

The gopalakrishnan-d/meta-llama3-8b-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: meta-llama/Meta-Llama-3-8B

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..!

Results