Fine-Tuning Llama 3 and Mistral for Domain-Specific Excellence
Welcome to Associative, a software development firm headquartered in Pune, Maharashtra, India. Established on February 1, 2021, we are a team of dedicated innovators, problem-solvers, and IT professionals passionate about transforming visionary ideas into scalable digital realities.
In the rapidly evolving world of Generative AI, off-the-shelf models often fall short of meeting specific business requirements. At Associative, we bridge this gap by offering professional services for fine-tuning Llama 3 and Mistral models, ensuring they speak your industry’s language with precision and efficiency.
Our Generative AI & LLM Expertise
We specialize in unlocking the power of data through intelligent systems. Our dedicated AI/ML team utilizes the Python ecosystem and cutting-edge frameworks to customize Large Language Models (LLMs) for your unique needs.
Custom Fine-Tuning: We specialize in fine-tuning Llama 3 and Mistral using frameworks like LangChain, Ollama, and Keras to build specialized chatbots and content generation tools.
Core AI/ML Stack: Our foundation is built on TensorFlow, PyTorch, and Scikit-learn, alongside Java libraries like Deeplearning4j.
NexusReal Innovation: Our R&D flagship, NexusReal, showcases our ability to fuse digital intelligence with physical reality through interactive AI avatars and real-time LLM communication.
Comprehensive Technology Stack
To deliver high-performance AI solutions, we leverage a massive landscape of technologies. Whether it’s optimizing model weights or building the infrastructure to support them, we use the right tool for the job.
Languages: Python, TypeScript, Java, C++, Go, and Rust.
Cloud & DevOps: Expert management of AWS, Google Cloud, and Azure. We utilize Docker, Kubernetes, Terraform, and Jenkins for robust CI/CD pipelines to deploy your fine-tuned models.
Databases: Proficiency in SQL (PostgreSQL, MySQL) and NoSQL (MongoDB, Redis, DynamoDB) to handle training data and model embeddings.
Why Choose Associative for AI Development?
Associative is formally registered with the Registrar of Firms (ROF), Pune, and operates with unyielding transparency and regulatory compliance.
Strict Confidentiality: We adhere to rigorous NDAs. To protect your IP, we do not share client projects or maintain a public portfolio.
100% Ownership: Upon project completion and final payment, you receive full ownership of the source code and IP. We retain no rights to your work.
Transparent Billing: We operate strictly on a time-and-materials basis. Invoices are submitted daily, weekly, or on a milestone basis, ensuring you only pay for the work performed.
Flexible Engagement: We offer variable engagement models from 3 to 9 hours per day to cater to your project’s evolving needs.
Our Global Service Portfolio
Beyond AI, Associative is a one-stop-shop for digital innovation:
Mobile & Web Development: From Native Android/iOS to cross-platform Flutter/React Native.
Blockchain & Web3: Smart contracts, DeFi, and NFT marketplaces.
Specialized Enterprise Solutions: High-frequency trading platforms and customized CRM/ERP systems (Salesforce, Odoo, etc.).
Game Development: Expertise in Unreal Engine 5 and Unity for AR/VR/XR.
Contact Information
Ready to transform your business with a fine-tuned LLM? We look forward to bringing your vision to life.
Address: Khandve Complex, Yojana Nagar, Lohegaon – Wagholi Road, Lohegaon, Pune, Maharashtra, India – 411047
Phone/WhatsApp: +91 9028850524
Email: info@associative.in
Website: https://associative.in
Office Hours: 10:00 AM to 8:00 PM (Monday through Saturday)
