FAQ from Lamini
What is Lamini?
Lamini is an AI-driven LLM platform crafted for enterprise software development. It aids developers in automating tasks, refining the software development lifecycle, and boosting efficiency through generative AI and machine learning.
How do I get started with Lamini?
Getting started with Lamini involves several key steps: 1. Register for a Lamini account. 2. Link your enterprise data storage to the Lamini system. 3. Use Lamini’s versatile tools like Python libraries, REST APIs, or UIs to create, test, and deploy personalized models. 4. Leverage Lamini’s AI features to streamline operations and improve development strategies. 5. Ensure maximum data protection by privately deploying models either locally or in your VPC.
What sets Lamini apart from using off-the-shelf provider APIs?
Lamini stands out due to: 1. Enhanced Data Privacy: It lets you incorporate private data securely. 2. Ownership & Flexibility: You own the models you train and can switch them as needed, fostering internal AI expertise. 3. Greater Control: Customize cost, latency, and throughput to align with your team's requirements.
What role does the LLM platform play?
The LLM platform optimizes and manages LLMs, incorporating state-of-the-art techniques such as fine-tuning, RLHF, retrieval-augmented training, data augmentation, and GPU optimization. It leverages models from HuggingFace and OpenAI to maximize performance.
Which LLMs does the platform leverage?
The platform utilizes the latest models available on HuggingFace and OpenAI, selecting the most suitable ones based on customer-specific needs and data constraints.
Can I export my trained model?
Absolutely, you have the option to deploy the LLM across various cloud services or on-premise environments. Additionally, you can export the model weights from the Lamini platform for self-hosting.
What are the costs associated with using Lamini?
Lamini provides a free tier for training smaller LLMs. For enterprise solutions, detailed pricing information is available on the contact page. Enterprises benefit from unlimited model size and type options, along with customizable throughput and latency controls.
