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arlineka/Brunhilde-13b-v1
Brunhilde-13b-v1 is a text generation model from arlineka. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as cc-by-nc-4.0.
Brunhilde-13b-v1 is a merge of the following models Gryphe/MythoMax-L2-13b Undi95/ReMM-SLERP-L2-13B
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From the Hugging Face model README
Brunhilde-13b-v1 is a merge of the following models
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "arlineka/Brunhilde-13b-v1"
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"])
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 57.88 |
| AI2 Reasoning Challenge (25-Shot) | 61.09 |
| HellaSwag (10-Shot) | 83.58 |
| MMLU (5-Shot) | 55.32 |
| TruthfulQA (0-shot) | 51.98 |
| Winogrande (5-shot) | 75.22 |
| GSM8k (5-shot) | 20.09 |