inclusionAI
Ling 3.0 Flash
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...
Cost / 1M tokens
Very low usage$0.021
input
$0.0042
cached input
$0.063
output
Context Window
262K
Up to 33K max output
Modalities
text → text
Other tokenizer
Quickstart & API
inclusionai/ling-3.0-flashBest for & Strengths
Key Strengths
Recommended Workloads in ChatOSS
- Coding agents
- Complex reasoning & debugging
- Open-source AI workflows
Active Provider Endpoints (2)
Upstream inference providers serving Ling 3.0 Flash, with per-provider pricing, context limits, quantization, and 24-hour uptime.
| Provider | Input / 1M | Output / 1M | Cache Read / 1M | Context | Max Output | Quantization | Uptime (24h) |
|---|---|---|---|---|---|---|---|
Novitacache novita | $0.021 | $0.063 | $0.0042 | 262K | 33K | — | 100.0% |
DeepInfracache deepinfra/bf16 | $0.06 | $0.18 | $0.012 | 131K | 33K | bf16 | 98.3% |
Supported API Parameters
Parameters accepted by this model when called through ChatOSS or OpenRouter.
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