Boundary-OLD
Collection
A collection of MoE and nice LLM (Discontinued) Check out https://huggingface.co/collections/NotAiLOL/eclipse-66420dd111b4968977cb3725
β’
6 items
β’
Updated
Boundary-Hermes-Chat-2x7B-MoE is a Mixture of Experts (MoE) made with the following models:
base_model: NousResearch/Hermes-2-Pro-Mistral-7B
dtype: float16
gate_mode: cheap_embed
experts:
- source_model: NousResearch/Hermes-2-Pro-Mistral-7B
positive_prompts: ["You are a helpful general assistant."]
- source_model: Nexusflow/Starling-LM-7B-beta
positive_prompts: ["You are assistant for question and answering."]
!pip install -qU transformers bitsandbytes accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "NotAiLOL/Boundary-Hermes-Chat-2x7B-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"])