Instructions to use dockerbandit/phi35-lora-manuals-samsung with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use dockerbandit/phi35-lora-manuals-samsung with PEFT:
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- Notebooks
- Google Colab
- Kaggle
Phi-3.5 LoRA Fine-tuned on Samsung Manuals
Fine-tuned Phi-3.5 model for customer support on Samsung product manuals.
Usage
from transformers import AutoModelForCausalLM, AutoTokenizer
from peft import PeftModel
base_model = AutoModelForCausalLM.from_pretrained(
"microsoft/Phi-3.5-mini-instruct",
torch_dtype="auto",
device_map="auto"
)
model = PeftModel.from_pretrained(base_model, "dockerbandit/phi35-lora-manuals-samsung/lora_adapters")
tokenizer = AutoTokenizer.from_pretrained("dockerbandit/phi35-lora-manuals-samsung/final")
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Base model
microsoft/Phi-3.5-mini-instruct