Downloads · 30 days
125
1% of all-time downloads
RichardErkhov/Ppoyaa_-_LuminRP-7B-128k-v0.2-gguf
Ppoyaa_-_LuminRP-7B-128k-v0.2-gguf is a machine learning model from RichardErkhov. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Downloads · 30 days
125
1% of all-time downloads
All-time downloads
9K
Public
Repo size
82.2 GB
Likes
0
Public
Click a slice to open those files.
.gguf95.2 GB · 100%
From the Hugging Face model README
Quantization made by Richard Erkhov.
LuminRP-7B-128k-v0.2 - GGUF
| Name | Quant method | Size |
|---|---|---|
| LuminRP-7B-128k-v0.2.Q2_K.gguf | Q2_K | 2.53GB |
| LuminRP-7B-128k-v0.2.IQ3_XS.gguf | IQ3_XS | 2.81GB |
| LuminRP-7B-128k-v0.2.IQ3_S.gguf | IQ3_S | 2.96GB |
| LuminRP-7B-128k-v0.2.Q3_K_S.gguf | Q3_K_S | 2.95GB |
| LuminRP-7B-128k-v0.2.IQ3_M.gguf | IQ3_M | 3.06GB |
| LuminRP-7B-128k-v0.2.Q3_K.gguf | Q3_K | 3.28GB |
| LuminRP-7B-128k-v0.2.Q3_K_M.gguf | Q3_K_M | 3.28GB |
| LuminRP-7B-128k-v0.2.Q3_K_L.gguf | Q3_K_L | 3.56GB |
| LuminRP-7B-128k-v0.2.IQ4_XS.gguf | IQ4_XS | 3.67GB |
| LuminRP-7B-128k-v0.2.Q4_0.gguf | Q4_0 | 3.83GB |
| LuminRP-7B-128k-v0.2.IQ4_NL.gguf | IQ4_NL | 3.87GB |
| LuminRP-7B-128k-v0.2.Q4_K_S.gguf | Q4_K_S | 3.86GB |
| LuminRP-7B-128k-v0.2.Q4_K.gguf | Q4_K | 4.07GB |
| LuminRP-7B-128k-v0.2.Q4_K_M.gguf | Q4_K_M | 4.07GB |
| LuminRP-7B-128k-v0.2.Q4_1.gguf | Q4_1 | 4.24GB |
| LuminRP-7B-128k-v0.2.Q5_0.gguf | Q5_0 | 4.65GB |
| LuminRP-7B-128k-v0.2.Q5_K_S.gguf | Q5_K_S | 4.65GB |
| LuminRP-7B-128k-v0.2.Q5_K.gguf | Q5_K | 4.78GB |
| LuminRP-7B-128k-v0.2.Q5_K_M.gguf | Q5_K_M | 4.78GB |
| LuminRP-7B-128k-v0.2.Q5_1.gguf | Q5_1 | 5.07GB |
| LuminRP-7B-128k-v0.2.Q6_K.gguf | Q6_K | 5.53GB |
| LuminRP-7B-128k-v0.2.Q8_0.gguf | Q8_0 | 7.17GB |
tags:
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.
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.

GGUF: Ppoyaa/LuminRP-7B-128k-v0.2-GGUF
| 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 |
!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"])