Llama & Open-Source LLM Development
Open-Source LLM Development
We build and host solutions on open-source language models such as Llama, Mistral, Qwen and Gemma. Running models on your own cloud or servers gives you full control of data, predictable cost at high volume, and the freedom to fine-tune.
Open-source models are a strong choice when data must stay in a specific country or network, or when usage is high enough that hosting is cheaper than paying per request. We help you weigh quality, hosting cost and maintenance honestly.
What we offer
- Model selectionCompare open models on your tasks and languages.
- Private hostingDeploy on AWS, Azure, Google Cloud or on-premise GPUs.
- Fine-tuningAdapt models to your domain and format.
- OptimisationQuantisation and serving for speed and lower GPU cost.
- SecurityNetwork isolation, access control and logging.
Common use cases
- Data that must stay in the UAE, Saudi Arabia, the EU or India
- High-volume classification or extraction
- Offline or air-gapped environments
- Products that need a fully owned model
Technology
- Llama
- Mistral
- Qwen
- Gemma
- vLLM
- Ollama
- Hugging Face
- Docker / Kubernetes
Business benefits
- Data stays with yourun models on your own servers or private cloud
- Predictable costsat high volumes, with no per-token fees
- Full controlover versions, updates and behaviour
- Customisationthrough fine-tuning on your data
Why work with Webtech Evolution
- 10+ years of delivery272+ projects for 118+ clients in 12+ countries since 2014.
- One team, end to enddesign, front end, back end, mobile, QA and DevOps under one roof, so nothing gets lost between vendors.
- Clear estimatesa written scope, timeline and price before work starts, and demos throughout the build.
- You own everythingcode, designs and documentation are handed over in full and covered by an NDA.
- Working hours that overlap with yoursMonday to Friday, 10:00–19:00 IST, with extended hours available for clients in the USA, Canada and New Zealand.
How we deliver
Discovery
agree the goal, users, data and how success will be measured.
Prototype
a working version on real examples within the first weeks.
Build and integrate
connect to your systems, add security, testing and monitoring.
Pilot
launch to a small group, measure results and improve.
Scale and support
roll out widely, with ongoing monitoring and updates.
Need people rather than a project? Hire AI developers.
Frequently asked questions
The best open models are strong for many tasks, though the leading commercial models often still lead on the hardest reasoning. We test on your tasks to decide.
At high, steady volumes it can be. At low volumes, paying per request is usually cheaper. We model both.
Many can, but licences differ. We check each model's licence for your use.
Llama, Mistral, Qwen, Gemma, DeepSeek and specialised embedding and vision models, chosen by benchmarking on your tasks.
It depends on model size and traffic. Small models run on a single GPU; larger ones need more. We size and estimate infrastructure costs before you commit.
Most popular ones are, but licences differ. We check the licence of every model we recommend.
Let's Talk!
Have a question about Llama & Open-Source LLM Development? Send us a message and our team will reply with next steps.
- Reply within a few hours (Mon–Fri)
- NDA available
- You own the code
Prefer to talk? Call +91-9601965456WhatsApp ushello@webtech-evolution.com
Find Us
Letʼs Get Connected
Your go‑to partner for unparalleled IT services