Laya Typed-Decisions
Laya Typed-Decisions is available now for agents, classification, and json / tool use with open-source; evaluate it while provider pricing coverage matures.
Use it for
- Teams evaluating agents, classification, and json / tool use
- Workloads that can use a 1k context window
Do not use it for
- Cost-sensitive launches that need sourced token pricing
- Vision or document-understanding workloads
- Teams that need a tracked hosted API route today
- Family
- Laya
- Released
- 2026-09-18
- Context
- 1k
- Parameters
- 421M
- Openness
- Open source
- License
- Apache 2.0OSI-approvedCommercial use: permitted
- Weights
- Available
- Code
- Unknown
- Training
- Fine-tuned
ConvAI Innovations is the lab publishing the open-weight Laya System 1 decision model family on Hugging Face (org convai
WebsiteNo tracked provider token pricing is available yet.
About
Laya Typed-Decisions is the ModernBERT-large (421M, context 1024) fine-tuned Laya checkpoint for typed-decisions workflows such as agent-trace observability, customer service, invoice processing, and security incidents. It was created on Hugging Face on 2026-09-18 under Apache 2.0. The card reports 0.766 accuracy on that suite; that custom evaluation is not a catalog benchmark.
Top use-case fit: coding, agents, and build tasks
Agents
Included by capability and metadata signals in the decision map.
Classification
Included by capability and metadata signals in the decision map.
JSON / Tool use
Included by capability and metadata signals in the decision map.
Provider price ladder
No tracked provider token pricing is available for this model yet.
Capabilities
Benchmark peer barsfor Agents
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
API versions
laya-typed-decisionsconvaiinnovations/laya-typed-decisionstyped-decisionsConvAI Innovations is the lab publishing the open-weight Laya System 1 decision model family on Hugging Face (org convai
WebsiteNo tracked provider token pricing is available yet.