Shadowforge-3x7B-MoE

<span style="color: red;">Shadowforge-</span> <span style="color: indigo;">3x7B-MoE</span>

Shadowforge-3x7B-MoE is a Mixture of Experts (MoE) made with the following models using LazyMergekit:

• Stormtrooperaim/Mystral-Uncensored-RP-7B
• DarkArtsForge/Avnas-7B-v1.1
• mistralai/Mistral-7B-v0.3

This is an UNCENSORED model with NO content restrictions. Users assume ALL RESPONSIBILITY for generated content. Not recommended for production environments or sensitive applications.

use_cases:

• Creative fiction writing without boundaries
• Unrestricted roleplay scenarios
• Exploring controversial topics
• Dark narrative generation
• Taboo subject analysis
• Unfiltered problem solving

💻 Usage

!pip install -qU transformers bitsandbytes accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "Stormtrooperaim/Shadowforge-3x7B-MoE"

tokenizer = AutoTokenizer.from_pretrained(model)
pipeline = transformers.pipeline(
    "text-generation",
    model=model,
    model_kwargs={"torch_dtype": torch.float16, "load_in_4bit": True},
)

messages = [{"role": "user", "content": "Explain what a Mixture of Experts is in less than 100 words."}]
prompt = pipeline.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
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"])