01
Get started
Install the framework, verify the runtime, and choose a learning path.
Browse section
Documentation · v0.6.1
Build with the framework.
Build with the framework.
Understand every layer.
Follow a learning path, complete a task, inspect an API contract, or go inside the runtime. Every page maps back to the source you can read and change.
- 37
- maintained guides
- 8
- reader paths
- 0
- runtime dependencies
Choose your path
Documentation organized by intent
Learn the system in order, accomplish a concrete task, look up a contract, or understand implementation details.
02
Learn
Build a working mental model from tensors and gradients through a complete decoder-only transformer.
- Build a transformer from scratch
- Tensor Milestone
- Tensor Operations
- + 5 more guides
03
How-to guides
Complete focused tasks in training, fine-tuning, memory management, and serving.
- Staged Model Pipeline
- LoRA Fine-Tuning
- QLoRA Fine-Tuning
- + 6 more guides
04
Concepts
Understand the design boundaries, lifecycle rules, data representation, and optimization model.
Browse section05
Reference
Look up public APIs, configuration keys, commands, defaults, validation rules, and terminology.
- API reference
- Configuration reference
- Command-line reference
- + 2 more guides
06
Internals
Inspect source ownership, backend dispatch, compiler boundaries, and framework extension seams.
Browse section07
Experiments
Run controlled data, fine-tuning, generalization, and interpretation protocols with explicit evidence limits.
- Research Portfolio: Neuro-Symbolic Learning and Compiled Transformers
- Hugging Face Data and LoRA-Rank Experiments
- Post-Training Generalization
08
Contribute
Follow the roadmap and the engineering, testing, and documentation contribution contracts.
Browse sectionContent model
Know what kind of page you are reading.
10Concept
3Explanation
11How-to
4Overview
6Reference
3Tutorial