You can deploy this model and start earning money today!

WaiLwin/
network-model-adapter

Name: network-model-adapter
Rating: 2.5 (5 reviews)

peft

safetensors

network-configuration

Views

No views yet

Network Configuration Analysis LoRA Adapter

LoRA adapter for network configuration analysis, optimized for memory efficiency.

Usage

python

from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer

base_model = AutoModelForCausalLM.from_pretrained("unsloth/llama-3.2-3b-instruct-bnb-4bit")
tokenizer = AutoTokenizer.from_pretrained("unsloth/llama-3.2-3b-instruct-bnb-4bit")
model = PeftModel.from_pretrained(base_model, "WaiLwin/network-model-adapter")

Training Details

Optimized for Google Colab memory constraints
LoRA Rank: 8, Alpha: 8
Max Sequence Length: 1024