FasterTransformer

Open Source

LLM Inference Updated Feb 15, 2026

Get Started →

Compared with 16 other LLM Inference agents Open source Self-hostable Updated Feb 2026

💰 Open Source 🔄 Updated Feb 2026 🖥️ Self-hostable

💰 Pricing

Open Source

Completely free and open-source under the Apache 2.0 license.

🎯 Use Cases

Accelerating inference for chatbot applications Optimizing production deployments of large language models Improving throughput for real-time NLP services Enhancing performance of transformer models in research environments

⚖️ Pros & Cons

✅ Pros

Highly optimized for NVIDIA GPUs with TensorRT integration
Supports popular transformer architectures out of the box
Open-source with active development from NVIDIA

❌ Cons

Primarily optimized for NVIDIA hardware, limiting cross-platform compatibility
Requires technical expertise to integrate and optimize
Documentation and community support may lag behind commercial offerings

Overview

FasterTransformer is an open-source library developed by NVIDIA for accelerating transformer-based large language model (LLM) inference. It provides highly optimized implementations for popular transformer architectures, enabling faster and more efficient deployment of LLMs. The project has transitioned to TensorRT-LLM, which builds upon its optimizations.

Problem It Solves

It reduces latency and computational costs for running transformer-based models in production by optimizing inference performance on NVIDIA GPUs.

Target Audience: Developers and teams working with llm inference automation.

Inputs

• User configuration
• API credentials (if required)
• Task parameters

Outputs

• Automated task results
• Status reports
• Generated content or actions

Example Workflow

1 User configures the agent with required parameters
2 Agent receives input data or trigger
3 Agent processes the request using its core logic
4 Agent interacts with external services if needed
5 Results are returned to the user

Sample System Prompt


              You are FasterTransformer, an AI assistant. Help the user accomplish their task efficiently.

Tools & Technologies

LLM APIs Python

Alternatives

See all LLM Inference alternatives to FasterTransformer →

🔗Related AI Agents

DeepSpeed-MiiLLM Inference

deploy-llms-with-ansibleLLM Inference

exllamaLLM Inference

FastChatLLM Inference

InfinityLLM Inference

Liger-KernelLLM Inference

⚖️ Compare FasterTransformer

FAQs

Is this agent open-source?: Yes
Can this agent be self-hosted?: Yes
What skill level is required?: Intermediate

Rate This Agent

Your rating:

Reviews

Loading reviews...

Write a Review

Ready to try this agent?