Downloads · 30 days
61
1% of all-time downloads
arlineka/Brunhilde-13b
Brunhilde-13b 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.
Downloads · 30 days
61
1% of all-time downloads
All-time downloads
9.9K
Public
Parameters
13B
26 GB on disk
Likes
1
Public
Click a slice to open those files.
.safetensors26 GB · 100%
From the Hugging Face model README
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "arlineka/Brunhilde-13b"
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=1024, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
print(outputs[0]["generated_text"])
### Instruction:
{prompt}
### Response:
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 56.20 |
| AI2 Reasoning Challenge (25-Shot) | 60.49 |
| HellaSwag (10-Shot) | 83.49 |
| MMLU (5-Shot) | 56.18 |
| TruthfulQA (0-shot) | 52.35 |
| Winogrande (5-shot) | 75.53 |
| GSM8k (5-shot) | 9.17 |