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README.md

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+# 🌱 turing.garden
+
+**AI for the masses.**
+
+`turing.garden` is an AI research and engineering company focused on creating accessible, efficient, and practical language models.
+
+We believe that in today and tomorrow's landscape, LLMs are becoming increasingly:
+
+* expensive (both to train and to compute);
+* power hungry;
+* and inaccessible to ordinary people.
+
+---
+
+## Our mission
+
+We aim to make advanced AI available to everyone by creating models that are:
+
+* affordable to deploy and use;
+* optimised for accuracy and speed;
+* more energy-efficient;
+* suitable for consumer hardware;
+* and built with safety in mind.
+
+---
+
+## What we build
+
+### Foundation models
+
+General-purpose LLMs and SLMs trained for reasoning, understanding, and knowledge
+
+### Specialist models
+
+Instead of forcing one model to excel at every domain, we develop specialist models for specific domains, such as:
+
+* software engineering;
+* biology, physics, chemistry;
+* and general reasoning, etc.
+
+### Distilled Models
+
+Our larger models are distilled into smaller variants that only contain millions of parameters, making them suitable for:
+
+* mobile devices;
+* resource-constrained devices;
+* and more.
+
+---
+
+## Research
+
+Our work spans research and development, including:
+
+* alignment;
+* quantisation;
+* efficient training and inference;
+* agentic AI;
+* and distillation, etc.
+
+---
+
+## Open models
+
+We support open AI where it benefits both researchers and developers.
+
+Most models, datasets, etc, will be released under **OpenRAIL**.
+
+Certain proprietary models and research may remain closed where appropriate.
+
+---
+
+### Targets
+
+We design for:
+
+* consumer-grade hardware;
+* workstations;
+* and enterprise servers.
+
+We believe AI should not require hyperscale infrastructure whenever possible.
+
+---
+
+## Safety
+
+The brain is one of the most impressive structures in the entire universe.
+
+AI should augment human thinking and should not act as a replacement.
+
+Our research is guided by:
+
+* safety;
+* transparency;
+* and accessibility.
+
+We do not intend for our models to facilitate:
+
+* warfare;
+* autonomous harmful systems;
+* the replacement of human critical thinking.
+
+---
+
+## Beyond AI
+
+We also create develop other software!
+
+Check us out at [our website](https://turing.garden).
+
+---
+
+## Philosophy
+
+Bigger AI is not necessarily better AI. Success is measured by impact.
+
+Through research, we believe language models can become more useful, efficient, and accessible for everyone.
+
+---
+
+## Coming Soon
+
+* Foundation language models
+* Domain-specific specialist models
+* Distilled lightweight models
+* Technical reports
+* Research publications
+* Benchmarks
+* Training tools
+* Community resources
+
+---