Qualiteg's Mission & Vision
Deepening Human Creativity Worldwide
We believe that human creativity is the driving force behind the evolution of civilization and the expansion of human potential.
Through cutting-edge AI technology, Qualiteg aims to amplify people's creative abilities and realize a world where unprecedented forms of expression and value can emerge.
The revolutionary evolution of generative AI is bringing a new dimension to human creativity. Founded by AI experts and visionaries, Qualiteg stands at the forefront of technological innovation - from AGI (Artificial General Intelligence) to ASI (Artificial Super Intelligence) and the realization of AI humans - continuously pushing the boundaries of human creativity.
Products & Services
Access Multiple State-of-the-Art LLMs with One Contract - Bestllam®
We develop and provide "Bestllam," an enterprise-integrated LLM platform.
It's a groundbreaking solution that allows you to use the latest LLMs such as GPT-4, Claude 3, and Gemini 1.5 without individual contracts.
Furthermore, you can run up to 6 LLMs simultaneously to extract more accurate answers.
Access the latest and highest-performing LLMs at no additional cost. When new LLMs are released, they are added to your existing contract.
The basic contract gives you immediate access to GPT4o, Claude 3.5 Sonnet, Gemini 1.5 Pro, Flash, GPT4o Mini, Haiku, and more. Optional access to Llama 3.2, Mistral, Cohere, DeepSeek, Elyza, and others is available.
Features
・Unlimited access to over 20 latest LLMs with a single contract
・Run up to 6 LLMs simultaneously for high-accuracy responses
・Access to new LLMs at no additional cost
・Automatic selection of optimal LLM based on task
・Flexible pricing based on usage
【Product Site】
Bestllam
【Contact】
Please contact us through the following form
Contact Us
【Available LLM List】
■Available with Basic Contract
・OpenAI: GPT4o, GPT4o Mini, o1 preview
・Anthropic: Claude 3.5 Sonnet, Haiku
・Google: Gemini 1.5 Pro, Flash
■Available as Options
Open LLMs and Japanese open LLMs available for flexible tuning at reasonable costs
・Meta: Llama 3.2 (70B, 34B, 13B), CodeLlama
・Mistral AI: Mistral Medium, Mistral Large, Mixtral 8x7B
・Cohere: Command-R, Command-Light
・DeepSeek: DeepSeek-MoE 16B, DeepSeek Coder 33B
・Elyza: ELYZA-japanese-Llama-3
・Calm3: Calm3-13B
・Fugaku-LLM
※New LLMs are added regularly. All models are automatically updated to the latest versions.
※Some models can be customized through fine-tuning (consultation required)
LLM Security Solution - LLM-Audit™
We develop and provide "LLM-Audit™," a security solution that audits LLM input/output and protects your services from attacks and inappropriate outputs.
With the rapid evolution of AI technology, Large Language Models (LLMs) have become essential tools for many companies and organizations.
The applications of LLMs are expanding daily, from natural language processing to code generation and data analysis.
However, with the widespread adoption of this innovative technology, new security risks have emerged.
Qualiteg's "LLM-Audit" is a comprehensive LLM security and safety solution that thoroughly audits LLM input and output to minimize security risks.
【Key Features of LLM-Audit™】
・Input Auditing:
Detects and handles malicious inputs and attacks
・Output Auditing:
Audits LLM outputs, performs safety checks, consistency checks, and hallucination detection
・Advanced Japanese Language Support:
Highly adapted to Japanese environment, properly understanding Japanese-specific expressions and context
・Easy Implementation:
Operates as an OpenAI-compatible server, wrapping existing LLMs with minimal code changes
【Detectable Attacks and Input/Output Auditing】
・Prompt injection detection
・Jailbreak attempt detection
・Harmful content detection and filtering (hate speech, violent content, explicit sexual content, etc.)
・Detection of excessively long prompts (LLM DoS)
・Personal information input masking, and many other filters
【Product Website】
Product Information Site
By implementing LLM-Audit™, companies can maximize the power of LLMs while minimizing security risks.
LLM Serving Solution - ChatStream®
We develop and provide "ChatStream®," an LLM serving solution for commercial services.
We have developed a scalable LLM distributed inference server (ChatStream® Server) and chat UI (ChatStream® UI) from scratch, ensuring reliable quality and high customizability.
You can build various commercial LLM applications, including chat applications, with low code and short delivery times using open LLMs like Llama3 and Mistral.
(We support integration with commercial LLM APIs like OpenAI's ChatGPT and Cohere, in addition to open-source LLMs)
Additionally, as it is developed by Japanese engineers, it has advanced support for Japanese language processing (prompt handling, search functionality, etc.).
Features
・Build professional LLM applications with no-code/low-code approach
・Support for proprietary and open-source LLMs
・Flexible response to multi-user simultaneous access and high-load environments through our proprietary scale-out technology with high serving capability
・Standard equipped with chat interface achieving advanced UX. Can accommodate any domain business requirements through flexible customization
【Demo】
Try our demo!
ChatStream® Demo
【Technical Information】
Please refer to the following for ChatStream® technology and how to build LLM chat using Python
ChatStream® Technical Information
【Request Materials/Implementation/Construction Consultation】
We also offer consulting for implementing LLM chatbots and LLM chat applications.
Please contact us through our dealers or the following contact form
Contact Us
【Specifications】
・Python: Operates in Python 3.11, Pytorch 2.~ environment
・Supported GPU: NVIDIA CUDA 11.7~ GPUs
・Chat UI: Standard equipped with multi-task web chat UI. Web and smartphone compatible. Various customizations possible. Supports flexible conversation tree operations including response regeneration and request editing.
・Multi-GPU Load Distribution: Supported
→Data Parallel: Distributed LLM serving through data parallelism
・Multi-Node Load Distribution: Supports clustering load distribution across multiple nodes
→Model Parallel: Tensor parallel (PagedAttention, Megatron LLM), serving large models through clustering
→Large Model Scale-out: Further scale-out through model-parallel cluster sets (ChatStream® Pool)
・Security: ASN filtering, IP filtering, TLS3.0, CSRF protection, etc.
・Advanced Features: Multi-task, OAuth user authentication, etc.
・Execution Environment: Qualiteg GPU Cloud (our GPU environment), AWS, Azure, GCP, On-premises (separate GPU procurement and HPC cluster construction services available through us), LLM API connection※
※Connection to LLM APIs (GPT4, Claude3, groq, bedrock, fireworks, etc.) that don't require inference environment is also possible. We can also provide only application features like web chat UI and conversation history retention.
Consulting
Business Consulting
Our consulting services are provided by veteran consultants with over 10 years of experience in service planning, development, new business development, and AI development with a global market perspective. Based on extensive experience and expertise, we provide optimal solutions for each phase, from market analysis to strategy planning and implementation support. Through practical know-how and methodologies, we offer hands-on consulting to accelerate our clients' business growth and build sustainable competitive advantages.
Visit our Business Team Blog where our business consultants generously share their expertise and daily insights!Examples of Past Support (Partial List)
We comprehensively support our clients' business growth, from new business development and service planning to business process development. We provide one-stop support from specific planning to implementation process development, contributing to sustainable results creation.
| Industry | Project Name |
|---|---|
| Major Automotive | AI Traffic Accident Prevention Service Planning Support Using Mobility Data |
| Major Automotive | New Business Planning Support Utilizing AI and Company's Automotive Products |
| Major Telecommunications | DX Talent Development Support through New Business Development Accompaniment |
| Major Food Company | Customer Co-creation Product Development Support |
| Major Manufacturer | AI Business Strategy Planning Using Commercial Security Cameras |
| Real Estate | Business Validation Support for Interactive AI Agent Service for Real Estate Agents |
| Startup | Theme-based Share House Strategy Planning Support |
Our experienced business consultants (many from global consulting firms and MBA holders) provide full support in areas such as marketing research, new business planning, AI service planning, AI utilization, and DX/IT, tailored to your company's challenges.
AI & DX Human Resource Development Training
This training program caters to a wide range of needs, from beginners to advanced learners, from new employees to executives, as AI and DX human resource development training. We offer three courses: DX training, AI training, and AI business development training, each customizable to specific needs. Through practical hands-on format, participants can learn the latest technologies and methodologies. Experts in each field provide small-group instruction, offering an optimal learning environment tailored to participants' levels and objectives.
Innovation Talent Development Training
This training is our original hands-on program aimed at developing immediately effective human resources. It features a small-group, interactive learning style with individual instruction by experienced instructors, practical case studies specific to your industry, and learning through group work. In addition to acquiring specialized knowledge and skills, participants can effectively develop business skills such as problem-solving and communication abilities.
AI Technology Consulting
Examples of Support
Technical advisory for your company's AI initiatives
Design support for scalable GPU servers in high-load environments
Support for chat system development using open-source Large Language Models (LLMs)
Deep learning environment setup support (GPU-equipped high-performance machines)
Support for image processing AI containerization and proof of concept on Hugging Face Space
Support for fine-tuning open-source Large Language Models (LLMs) for your business needs
Our experienced specialists provide full support in the following technical areas based on your company's needs:
Large Language Models (LLM), Foundation Models, Generative AI Orchestration, Edge LLM, Domain-specific Generative AI Models, Transformers, Self-Attention, LangChain, MRKL (Multi-Round Knowledge Loop), Prompt Engineering, Self-supervised Learning, SFT, RLHF, Fine-tuning, Multi-GPU, Multi-node LLM, Hugging Face Docker, LLM-based AI Agents, Autonomous AI Agents, Advanced Data Analysis (Code Interpreter), Open Interpreter, PyTorch, Deep Learning Mathematics, Face Recognition, AI Human, AI Character
Please also check out our Technology Team Blog and Research Team Blog
where we passionately discuss industry trends, latest technologies, and our technical expertise.
Company
Company Profile
| Name | Qualiteg Inc. |
| CEO | Tom Misawa |
| Business | Software research and development, Consulting and training, HPC sales |
| Location | 1-10-6 Kajicho, Chiyoda-ku, Tokyo |
| Established | July 2023 |
| Capital | 3,000,000 JPY |
| Main Bank | Mizuho Bank |
CEO's Background
After completing graduate school,
Joined Sony Corporation in 2003.
Involved in launching numerous services, serving as a producer, AI technology development leader, etc.
Founded Qualiteg Inc. in 2023.