LastMile AI is revolutionizing the way businesses approach AI development. Here’s how it can benefit your organization:

1. Streamlined Evaluation Processes

With the AutoEval feature, you can:

• Upload and manage application data effortlessly.
• Generate synthetic labels for your data using LLM Judge and human-in-the-loop methods.
• Fine-tune custom evaluator models tailored to your specific evaluation criteria.

2. Enhanced AI Development

LastMile AI transforms generative AI development into a more scientific process. It comes equipped with:

• Evaluation metrics for Retrieval-Augmented Generation (RAG) and multi-agent AI applications.
• A fine-tuning service to create your own evaluators, ensuring your AI models meet your business needs.

3. Real-time Guardrails

Implementing guardrails in your applications is crucial for maintaining quality and safety. LastMile AI allows you to:

• Utilize fast online evaluators to check for hallucinations, toxicity, and safety in real-time.
• Customize guardrails based on your specific criteria, ensuring your AI applications are reliable and secure.

4. Secure and Private

Data security is paramount in today’s digital landscape. LastMile AI ensures:

• Complete control over your data plane by allowing deployment within your Virtual Private Cloud (VPC).
• Robust privacy measures to protect your sensitive information.

5. Small Models, Big Impact

LastMile AI specializes in small language models that are efficient and effective. The alBERTa model, for instance, is:

• Compact with 400 million parameters, making it fast and efficient.
• Capable of running inference in under 300ms, ensuring quick responses.
• Designed for deployment on CPU, making it accessible for various applications.

In conclusion, LastMile AI is not just another AI tool; it’s a comprehensive platform that equips developers with the necessary resources to create high-quality AI applications. The combination of powerful evaluation tools, real-time monitoring, and a focus on security makes it an invaluable asset for any business looking to leverage AI technology. Don’t miss out on the opportunity to enhance your AI development process. Try LastMile AI today and experience the difference it can make for your projects!

The post LastMile AI first appeared on TrustySumo.

Laminar is not just another AI tool; it’s a comprehensive solution that transforms how teams interact with LLMs. Here’s what makes Laminar stand out:

1. Effortless Tracing

With just two lines of code, you can start tracing your LLM applications. This feature provides visibility into every execution step, allowing you to collect valuable data for evaluations and fine-tuning. The minimal performance overhead ensures that your application runs smoothly while you gain insights.

2. Online Evaluations

Laminar allows you to set up online evaluators for your LLM or Python applications. These evaluators automatically label spans, making the process more scalable than traditional human labeling methods. This means you can maintain high accuracy while moving quickly.

3. Dynamic Few-Shot Examples

Enhance your prompts by building datasets from traces. Laminar retrieves semantically similar examples from indexed datasets, allowing you to improve your prompts and overall model performance effortlessly.

4. Serverless LLM Pipelines

The pipeline builder in Laminar is an incredible prototyping tool. It enables you to quickly build and iterate on both simple prompts and complex LLM chains. This flexibility allows for rapid experimentation and deployment of LLM applications.

5. Fully Open-Source

Laminar is fully open-source, making it easy to self-host. You can get started with just a few commands, ensuring that you have complete control over your LLM applications.

Why Choose Laminar?

– **Community-Driven:** Being open-source means that you can contribute to the project and benefit from a community of developers and users. – **Responsive Support:** The Laminar team is known for being incredibly responsive, ensuring that you have the help you need when you need it. – **Proven Track Record:** Many teams, including those from Clarum, Remo, and Saturn, have successfully integrated Laminar into their workflows, attesting to its reliability and performance. In conclusion, if you’re looking to enhance your LLM products and streamline your development process, look no further than Laminar. Its powerful features, combined with a supportive community and open-source flexibility, make it the ideal choice for businesses aiming to leverage the full potential of AI. Don’t miss out on the opportunity to transform your AI development experience. Try Laminar today and see the difference it can make for your business!

The post Laminar first appeared on TrustySumo.