MixTAO-7Bx2-MoE-Instruct-v1.0

MixTAO-7Bx2-MoE-Instruct-v1.0

MixTAO-7Bx2-MoE-Instruct-v1.0 is a Mixure of Experts (MoE)

💻 Usage

1. text-generation-webui

Model Tab

Parameters Tab

2. Python Code

!pip install -qU transformers bitsandbytes accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "zhengr/MixTAO-7Bx2-MoE-Instruct-v1.0"

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"])