Roadmap
Current Status: v2.0 (February 2026)
Completed Features
| Feature | Version | Status |
|---|---|---|
| Ternary VM | v1.0 | Complete |
| VSA Engine | v1.0 | Complete |
| SIMD Optimization | v1.2 | Complete |
| JIT Compilation | v1.3 | Complete |
| WASM Support | v1.4 | Complete |
| Firebird LLM | v1.5 | Complete |
| BitNet Integration | v1.6 | Complete |
| GGUF Model Support | v1.7 | Complete |
| Local Chat | v1.8 | Complete |
| SWE Agent | v1.9 | Complete |
| Golden Chain Pipeline | v2.0 | Complete |
| Multilingual Code Gen | v2.0 | Complete |
| Streaming Output | v2.0 | Complete |
In Progress
| Feature | Target | Progress |
|---|---|---|
| Metal GPU Backend | v2.1 | 60% |
| CUDA Backend | v2.2 | 40% |
| Distributed Inference | v2.3 | 20% |
2026 Roadmap
Q1 2026 (Current)
- Golden Chain Pipeline enforcement
- Multilingual support (RU/ZH/EN)
- Streaming output
- Metal GPU acceleration
- 70B model support
Q2 2026
- CUDA backend
- Distributed inference (multi-node)
- WebGPU browser support
- iOS/Android native apps
Q3 2026
- FPGA deployment
- Mixture of Experts (MoE)
- Speculative decoding
- Fine-tuning support
Q4 2026
- Production cloud deployment
- Enterprise features
- Certification & compliance
- v3.0 release
Technology Tree
┌─────────────────┐
│ Trinity v3.0 │
│ (2026 Q4) │
└────────┬────────┘
│
┌────────────────────┼────────────────────┐
│ │ │
▼ ▼ ▼
┌───────────────┐ ┌───────────────┐ ┌───────────────┐
│ Cloud Deploy │ │ Enterprise │ │ FPGA/ASIC │
│ (Q4) │ │ (Q4) │ │ (Q3) │
└───────┬───────┘ └───────┬───────┘ └───────┬───────┘
│ │ │
▼ ▼ ▼
┌───────────────┐ ┌───────────────┐ ┌───────────────┐
│ Distributed │ │ Fine-tuning │ │ MoE/Spec │
│ (Q3) │ │ (Q3) │ │ (Q3) │
└───────┬───────┘ └───────┬───────┘ └───────┬───────┘
│ │ │
└────────────────────┼────────────────────┘
│
┌────────┴────────┐
│ │
▼ ▼
┌───────────────┐ ┌───────────────┐
│ CUDA Backend │ │ WebGPU │
│ (Q2) │ │ (Q2) │
└───────┬───────┘ └───────┬───────┘
│ │
└────────┬────────┘
│
┌────────┴────────┐
│ Metal GPU │
│ (Q1 - Now) │
└────────┬────────┘
│
┌────────┴────────┐
│ Trinity v2.0 │
│ (Current) │
└─────────────────┘
Success Metrics
Performance Targets
| Metric | v2.0 (Now) | v3.0 (Target) |
|---|---|---|
| Tokens/sec | 2,500 | 10,000 |
| Memory | 200MB | 100MB |
| Model size | 7B | 70B |
| Latency | 10ms | 1ms |
Adoption Targets
| Metric | Current | Q4 2026 |
|---|---|---|
| GitHub Stars | 1,000 | 10,000 |
| Monthly Downloads | 10K | 100K |
| Enterprise Users | 0 | 100 |
Golden Chain enforces continuous improvement