LuminRP-7B-128k-v0.2
LuminRP-7B-128k-v0.2 is a merge of four RP models into one using LazyMergekit. This is a model that is purely for roleplaying and uses a context window of 128k.
Example Response:
I use the ChatML template for this with Instruct Mode enabled. Mistral template is okay to use as well, but I don't recommend Alpaca-Roleplay because it just keeps going. Most likely because the Alpaca-Roleplay template doesn't have a message suffix.
Quantized Version
GGUF: Ppoyaa/LuminRP-7B-128k-v0.2-GGUF
🏆 Open LLM Leaderboard Evaluation Results
| Metric | Value |
|---|---|
| Avg. | 73.18 |
| AI2 Reasoning Challenge (25-Shot) | 70.56 |
| HellaSwag (10-Shot) | 87.46 |
| MMLU (5-Shot) | 64.92 |
| TruthfulQA (0-shot) | 65.78 |
| Winogrande (5-shot) | 82.40 |
| GSM8k (5-shot) | 67.93 |
💻 Usage
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "Ppoyaa/LuminRP-7B-128k-v0.2"
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"])