Build Smarter Apps with Language Models
Enterprise-Grade Toolkits for AI Agent Integration
AI Inference at the Edge
Not every problem requires a massive LLM to be solved!
LM‑Kit products are continuously optimized to reduce computational load for most AI tasks, enabling efficient on‑device inference. By processing data locally—and leveraging Small Language Models (SLMs)—LM‑Kit minimizes resource usage, reducing latency and improving response times without relying on remote servers. 🌳
Local data processing further enhances security by keeping information on‑device while ensuring smooth performance, even in resource‑constrained environments.
Edge Gen-AI Processing
Fast and reliable AI integration with on-device processing
Reduced latency - faster response times
Significantly enhance user experience
Deploy AI models securely to Devices
Privacy and security guaranteed, locally and in the cloud
Upgrade Your Application's AI Integration and Accelerate Your Go-to-Market Strategy
Get started with LM-Kit today!
Executing Gen-AI with Native SDKs
Seamless Integration, Optimized Performance
Your Fully Featured AI Agents Orchestration Solution Toolkit Framework Engine
LM-Kit offers a comprehensive suite of functionalities to enhance AI applications across diverse domains. Its multimodal text and image analysis capabilities enable developers to seamlessly integrate advanced AI features. Built on a robust cognitive framework, LM-Kit supports the creation of intelligent and adaptable agentic applications. Explore its capabilities below to elevate your AI projects to the next level:
Q&A: Provide answers to queries with both single and multi-turn interactions.
Text Generation: Create relevant text automatically.
Constrained Generation: Generate text within constraints using JSON schema, grammar rules, templates, or other methods to enforce structure.
Text Correction: Correct spelling and grammar.
Text Rewriting: Rewrite text with a specific style.
Text Translation: Seamlessly convert text between languages.
Language Detection: Identify text language accurately.
Text Summarization: Generate concise and accurate summaries from lengthy text.
Text Quality Evaluation: Evaluate content quality metrics.
Retrieval-Augmented Generation (RAG): Improves text generation by retrieving and integrating relevant external information.
Function Calling: Invoke your application's specific functions dynamically.
Embeddings: Convert text to numerical representations that capture meaning.
Structured Data Extraction: Accurately extract and structure data from any source using customizable extraction schemes.
Custom Classification: Categorize text into predefined classes.
Sentiment Analysis: Detect the emotional tone in text.
Emotion Detection: Identify specific emotions in text.
Sarcasm Detection: Detect sarcasm in written text.
Keyword Extraction: Extract essential keywords from large text.
Code Analysis: Process programming code.
Image Analysis: Examine and interpret images using vision-based tasks.
Model Quantization: Optimize models for efficiency.
Model Fine-Tuning: Customize pre-trained models.
LoRA Integration: Merge Low-Rank Adaptation (LoRA) transformations into base models for efficient fine-tuning.
Plus More: Explore additional features to enhance your applications...
Unmatched Performance on any Hardware , Anywhere
LM-Kit aims to provide seamless Gen-AI capabilities with minimal configuration and top-tier performance across diverse hardware setups.
Whether deployed locally or in the cloud, LM-Kit is engineered to deliver optimal performance.
- Zero dependencies
- Native support for Apple ARM with Metal acceleration and Intel
- Supports AVX & AVX2 for x86 architectures
- Specialized acceleration using CUDA and AMD GPUs
- Hybrid CPU+GPU inference to boost performance for models exceeding total VRAM capacity
Trusted by Professionals Worldwide
Trusted by professionals worldwide, LM-Kit is the go-to solution for experts around the globe. Our commitment to excellence and innovation has earned us recognition and accolades within the tech community. Discover why industry leaders choose LM-Kit for their AI integration needs.
