Bombus_3x8B is a Mixture of Experts (MoE) (Llama-3).
Usage
!pip install -qU transformers bitsandbytes accelerate
from transformers import AutoTokenizer, AutoModelForCausalLM
import transformers
import torch
model_id = "Eurdem/Bombus_3x8B"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(
model_id,
torch_dtype=torch.float16,
device_map="auto",
load_in_4bit= True
)
messages = [
{"role": "system", "content": "You are a helpful chatbot who always responds friendly."},
{"role": "user", "content": "tell me about yourself"},
]
input_ids = tokenizer.apply_chat_template(messages, add_generation_prompt=True, return_tensors="pt").to("cuda")
outputs = model.generate(input_ids,
max_new_tokens=1024,
do_sample=True,
temperature=0.7,
top_p=0.7,
top_k=500,
)
response = outputs[0][input_ids.shape[-1]:]
print(tokenizer.decode(response, skip_special_tokens=True))