Finetuned from model: meta-llama/Meta-Llama-3.1-8B
Created on: 27th September, 2024
Full model: student-abdullah/Llama3.1_Medicine_Hinglish_Fine-Tuned_27-09_8bit_gguf
Acknowledgement
Model Description
This LoRA adapter layer model is fine-tuned from the meta-llama/Meta-Llama-3.1-8B base model to specialisation related to generic medications under the PMBJP scheme. The fine-tuning process included the following hyperparameters:
Fine Tuning Template: Llama 3.1 Q&A
Max Tokens: 512
LoRA Alpha: 32
LoRA Rank (r): 128
Learning rate: 2e-4
Gradient Accumulation Steps: 2
Batch Size: 12
Model Quantitative Performace
Training Quantitative Loss: 0.1368 (at final 300th epoch)
Limitations
This is not a fully compiled model, rather just LoRA layers
