# Load model directly
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained("jeiku/Foundation_3B", trust_remote_code=True, dtype="auto")Quick Links
This is a big step forward for 3B class models. Trained on smol PIPPA, alpaca-cleaned, and two custom datasets, and based on https://huggingface.co/jeiku/Rosa_v3_3B
This should serve as a decent fiction model, though it also excels at roleplaying, but is not an ideal model for logical queries or riddles.
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# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="jeiku/Foundation_3B", trust_remote_code=True)