FiscalOxLLM-stage01 – AI Model by LLMOX | AlphaNeural AI

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LLMOX/
FiscalOxLLM-stage01

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meta-llama/Llama-3.1-8B-Instruct

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FiscalOxLLM — Stage 0 + 1

Llama-3.1-8B-Instruct fine-tuned sequentially on Stage 0 (SMILES) + Stage 1 (ADMET) datasets using QLoRA.

Details

Property	Value
Base Model	`meta-llama/Meta-Llama-3.1-8B-Instruct`
Fine-Tuning Stage	Stage 0 → 1
Method	QLoRA (r=16, alpha=32)
Precision	bfloat16

Usage

python

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("LLMOX/FiscalOxLLM-stage01")
tokenizer = AutoTokenizer.from_pretrained("LLMOX/FiscalOxLLM-stage01")

inputs = tokenizer("Your prompt here", return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=256)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))

Part of Fiscal Ox LLM Research

This model is part of a multi-stage fine-tuning comparison study.