Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
Paper • 2311.03099 • Published • 38
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("vishnukv/newmerge")
model = AutoModelForCausalLM.from_pretrained("vishnukv/newmerge", device_map="auto")Quick Links
merge
This is a merge of pre-trained language models created using mergekit.
Merge Method
This model was merged using the DARE TIES merge method using uukuguy/speechless-mistral-dolphin-orca-platypus-samantha-7b as a base.
Models Merged
The following models were included in the merge:
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# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="vishnukv/newmerge")