Stable Beluga 2: Your AI Chat Companion

Stable Beluga 2 is an advanced language model developed by Stability AI, designed to assist users in generating human-like text responses. Built on the Llama2 70B architecture, this model has been fine-tuned using an Orca-style dataset, making it one of the most sophisticated AI chatbots available today.

Key Features of Stable Beluga 2

• Text Generation: Capable of generating coherent and contextually relevant text based on user prompts.
• User-Friendly Interface: Easy to integrate and use with simple code snippets.
• High Performance: Utilizes PyTorch for efficient processing and can handle complex queries with ease.

Getting Started with Stable Beluga 2

To start chatting with Stable Beluga 2, you can use the following Python code snippet:

import torch
from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline

tokenizer = AutoTokenizer.from_pretrained("stabilityai/StableBeluga2", use_fast=False)
model = AutoModelForCausalLM.from_pretrained("stabilityai/StableBeluga2", torch_dtype=torch.float16, low_cpu_mem_usage=True, device_map="auto")

system_prompt = "### System:\nYou are Stable Beluga, an AI that follows instructions extremely well. Help as much as you can. Remember, be safe, and don't do anything illegal.\n\n"
message = "Write me a poem please"
prompt = f"{system_prompt}### User: {message}\n\n### Assistant:\n"
inputs = tokenizer(prompt, return_tensors="pt").to("cuda")
output = model.generate(**inputs, do_sample=True, top_p=0.95, top_k=0, max_new_tokens=256)
print(tokenizer.decode(output[0], skip_special_tokens=True))

This code initializes the model and allows you to interact with it using a system prompt and user message.

Model Specifications

• Model Type: Auto-regressive language model
• Languages Supported: English
• License: Licensed under the Stable Beluga Non-Commercial Community License Agreement

Ethical Considerations

While Stable Beluga 2 is a powerful tool, it is essential to understand its limitations. The model may produce biased or inaccurate responses, so developers should conduct thorough safety testing before deploying applications based on this model.

Conclusion

Stable Beluga 2 is a remarkable tool for anyone looking to leverage AI for text generation. Whether you're developing chatbots, creating content, or simply exploring AI capabilities, Stable Beluga 2 offers a robust solution.

Call to Action

Ready to dive into the world of AI text generation?

FAQs

• What is the best way to use Stable Beluga 2? Use the provided code snippet to integrate it into your applications easily.
• Can I use it for commercial purposes? No, it is currently licensed under a non-commercial agreement.
• What are the limitations of this model? It may produce biased or inaccurate outputs, so always verify the results.