We Make Open-Source LLMs
Accessible
Affordable
Reliable

For Every Enterprise

An integrated platform to fine-tune, deploy and manage LLM applications

From The Main Creators Of

Effecient And Auto Model Fine-Tuning

Tensormatrix excels in efficient LoRA-based LLM fine-tuning, setting a new benchmark in the industry

Our approach allows for fine-tuning of LLMs with just 1/10th the GPU usage compared to PEFT automatically

This significant reduction in resource requirements enables us to tailor these models to specific use-cases and industries more cost-effectively

Innovative Model Serving

Our model serving solutions are uniquely designed to utilize both CPU and GPU memory concurrently

This innovative approach significantly reduces operational costs by more than 80%, offering a highly economical option for businesses seeking advanced AI capabilities

Offer various LLM model serving frameworks and efficient GPU memory management strategies

Autonomous End to End AI Model Building Framework

Fault Tolerance

Distributed training can continue to operate in the event of a failure

Flash Checkpoint

Distributed training can recover from failures within seconds from memory checkpoints

Automatic Scaling

Distributed training can scale resources up or down to improve stability, throughput, and resource utilization

Open-Source Based Framework

M-LoRA

Effecient LLM model fine-tuning

DLRover

An Automatic Distributed Deep Learning System

Couler

Automatically AI workflow management

Use Cases

LLM-Based IT Auto Maintenance

Construct an LLM-based data pipeline to extract network maintenance commands

Develop a multi-role AI agent to analyze IT network errors and suggest solutions

Conduct IT QA report analysis and summarize user satisfaction

Patent Comparison and Analysis

Extract the patent knowledge tree using a fine-tuned LLM

Assess the novelty of the patent using an AI agent and the patent tree

Merge in-store patent data and web information to create a patent development report with LLM

LLM-Based Dental QA Voice Assistant

Use an agent to schedule appointments and analyze patients' conditions

Provide initial suggestions for basic patient issues

Conduct follow-ups on patients' conditions post-hospital visit

ChatToData for Gas Market Analysis

Utilize a fine-tuned LLM model to convert text into SQL for data interpretation

Offer advanced data analysis leveraging LLM

Develop an ML pipeline to forecast future gas market fluctuations based on the LLM-recommended workflow

We Make Open-Source LLMsAccessibleAffordableReliable