daily_tasks_fine_tuned_llama3_2_1b

Daily Tasks Fine Tuned LLaMA 3.2 1B – Weekly & Daily Task Planner

Model Description

This is a fine-tuned LLaMA 3.2 1B model designed to generate structured weekly and daily plans. It can produce:

• Workout routines
• Study schedules
• Meal plans
• Other daily task setups

Fine-tuning was done using PEFT LoRA with float16 precision for efficient training on GPU.

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Intended Use

This model is intended for personal productivity, fitness planning, and educational scheduling. It is not meant for medical, legal, or critical decision-making.

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Usage

from transformers import pipeline, AutoTokenizer, AutoModelForCausalLM

model_name = "your-username/daily_tasks_fine_tuned_llama3_2_1b"

tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name)

generator = pipeline(
    "text-generation",
    model=model,
    tokenizer=tokenizer,
    device=0  # Use -1 for CPU
)

prompt = "Plan a 7-day workout routine for cardiovascular health."
output = generator(prompt, max_new_tokens=600)
print(output[0]['generated_text'])