# ternary models insights

Rangoon Insights reporting and guides tagged ternary models.

Canonical: https://rangoon.ai/insights/tags/ternary-models/

## Topics
- [Agent systems](https://rangoon.ai/insights/topics/agents/): Agent runtimes, handoffs, tools, and the boundaries that make them reviewable.
- [Governance](https://rangoon.ai/insights/topics/governance/): Policy, identity, authorization, approvals, and evidence for consequential work.
- [Infrastructure](https://rangoon.ai/insights/topics/infrastructure/): Model serving, sandboxes, tool services, and deployment boundaries.
- [Models](https://rangoon.ai/insights/topics/models/): Inference choices, local serving, compatibility, and operational tradeoffs.

## Stories
- [BitNet b1.58 2B4T made ternary weights a runtime compatibility question](https://rangoon.ai/insights/archive-microsoft-bitnet-b158-2b4t-april-2025/)
  Microsoft released BitNet b1.58 2B4T on April 14, 2025 as its first official 2B-parameter model trained on 4T tokens, putting ternary inference paths under review.


## More information

- [Documentation index](https://rangoon.ai/llms.txt)
- [AI access and policies](https://rangoon.ai/ai/)
- [Source repository](https://github.com/hypler-dev/rangoon)