StrangeMerges_40-7B-dare_ties
StrangeMerges_40-7B-dare_ties is a merge of the following models using LazyMergekit:
𧩠Configuration
models:
- model: Gille/StrangeMerges_34-7B-slerp
parameters:
weight: 0.3
density: 0.8
- model: yam-peleg/Experiment26-7B
parameters:
weight: 0.2
density: 0.8
- model: chihoonlee10/T3Q-Mistral-Orca-Math-DPO
parameters:
weight: 0.5
density: 0.8
base_model: mistralai/Mistral-7B-v0.1
merge_method: dare_ties
dtype: bfloat16
π» Usage
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "Gille/StrangeMerges_40-7B-dare_ties"
messages = [{"role": "user", "content": "What is a large language model?"}]
tokenizer = AutoTokenizer.from_pretrained(model)
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
pipeline = transformers.pipeline(
"text-generation",
model=model,
torch_dtype=torch.float16,
device_map="auto",
)
outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
print(outputs[0]["generated_text"])
- Downloads last month
- 61
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.
Model tree for Gille/StrangeMerges_40-7B-dare_ties
Merge model
this model