Search Term Generation Models
Collection
4 items • Updated
How to use finesearch/gemma-3-4B-finesearch-40K-1epoch-adapter-only with Transformers:
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("finesearch/gemma-3-4B-finesearch-40K-1epoch-adapter-only", dtype="auto")How to use finesearch/gemma-3-4B-finesearch-40K-1epoch-adapter-only 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 finesearch/gemma-3-4B-finesearch-40K-1epoch-adapter-only 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 finesearch/gemma-3-4B-finesearch-40K-1epoch-adapter-only to start chatting
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for finesearch/gemma-3-4B-finesearch-40K-1epoch-adapter-only to start chatting
pip install unsloth
from unsloth import FastModel
model, tokenizer = FastModel.from_pretrained(
model_name="finesearch/gemma-3-4B-finesearch-40K-1epoch-adapter-only",
max_seq_length=2048,
)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 finesearch/gemma-3-4B-finesearch-40K-1epoch-adapter-only to start chatting# No setup required# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for finesearch/gemma-3-4B-finesearch-40K-1epoch-adapter-only to start chattingpip install unsloth
from unsloth import FastModel
model, tokenizer = FastModel.from_pretrained(
model_name="finesearch/gemma-3-4B-finesearch-40K-1epoch-adapter-only",
max_seq_length=2048,
)This gemma3 model was trained 2x faster with Unsloth and Huggingface's TRL library.
Base model
google/gemma-3-4b-pt
Install Unsloth Studio (macOS, Linux, WSL)
# Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for finesearch/gemma-3-4B-finesearch-40K-1epoch-adapter-only to start chatting