Unleash the power of your model.

SFT Data Generation and RLHF for LLMs

Lets create the highest quality data for hard but valuable problems together. Our experts with MSc and PhD qualifications will generate the state-of-the-art supervised fine-tuning data for your model.

Data Annotation and Curation

SFT Data Generation and RLHF for LLMs

We provide the world’s best SFT, RLHF, and Eval data across a wide range of use cases, domains, and languages.

Model Loss Pattern Discovery

SFT Data Generation and RLHF for LLMs

Model Loss Pattern Discovery

Stress test your model against other foundation models. Discovery subjects it is under-performing versus its competitors and have clear understanding of next steps in order to improve your model.

Get Ready for guideai.org!

Introduction

At this stage we get to know your requirements and expectations. Have technical discussion regarding what should be the expertise level of the dedicated team members involved in the project be, kind of data you require and the format to transfer it to

Team Assembling

We create manual vetting to measure which individuals are suitable to be involved in the project. Either you can send us some example SFT/RLHF examples which proper annotations or we can create it internally with a consensus of experts and have it reviewed by you. Once the vetting process in aligned on, it will take roughly a week to ramp up the team and evaluate everyone.

Pilot Stage

We start a 4 weeks of pilot project, with at least 2 meetings with technical stakeholders from you (more the better) weekly and offline communication channels set in place so that we can have clear feedback regarding the trajectory

Project Starts

Once the quality of work is approved from the Pilot and you seeing improvements in your offline evaluation metrics, we align on a long-term vision, quarterly milestones and set up ramp-up plan for data throughput.

Unleash the power of your model.

SFT Data Generation and RLHF for LLMs

SFT Data Generation and RLHF for LLMs

SFT Data Generation and RLHF for LLMs

Data Annotation and Curation

SFT Data Generation and RLHF for LLMs

SFT Data Generation and RLHF for LLMs

Model Loss Pattern Discovery

SFT Data Generation and RLHF for LLMs

Model Loss Pattern Discovery

Get Ready for guideai.org!

Introduction

Team Assembling

Pilot Stage

Project Starts

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