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---
library_name: peft
base_model: unsloth/llama-3.2-3b-instruct-bnb-4bit
tags:
- network-configuration
- networking
- lora
- adapter
license: apache-2.0
---
# 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
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