dinushiTJ/gemma-function-calling
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How to use dinushiTJ/action-gemma-2-2b-it-lora with Transformers:
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("dinushiTJ/action-gemma-2-2b-it-lora", dtype="auto")How to use dinushiTJ/action-gemma-2-2b-it-lora with Unsloth Studio:
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for dinushiTJ/action-gemma-2-2b-it-lora to start chatting
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for dinushiTJ/action-gemma-2-2b-it-lora to start chatting
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for dinushiTJ/action-gemma-2-2b-it-lora to start chatting
pip install unsloth
from unsloth import FastModel
model, tokenizer = FastModel.from_pretrained(
model_name="dinushiTJ/action-gemma-2-2b-it-lora",
max_seq_length=2048,
)This gemma2 model was trained 2x faster with Unsloth and Huggingface's TRL library.
Fine-tuned on dushj98/gemma-function-calling for a full epoch on Kaggle.
Base model
unsloth/gemma-2-2b-it-bnb-4bit