LexiLumin-7B
LexiLumin-7B is a merge of four models using LazyMergekit. This model excels in roleplaying and storytelling.
🏆 Open LLM Leaderboard Evaluation Results
| Metric | Value |
|---|---|
| Avg. | 75.72 |
| AI2 Reasoning Challenge (25-Shot) | 72.70 |
| HellaSwag (10-Shot) | 88.28 |
| MMLU (5-Shot) | 65.08 |
| TruthfulQA (0-shot) | 73.10 |
| Winogrande (5-shot) | 83.27 |
| GSM8k (5-shot) | 71.87 |
💻 Usage
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "Ppoyaa/LexiLumin-7B"
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"])