InclusionAI Ling 3 Tiny is Inclusionai's language model with a 256K context window and up to 32K output tokens. An efficient 7.9B-parameter MoE model with only 1.3B active parameters per token, designed for responsive AI agents, reliable instruction following, and natural multi-turn conversation.
| Specifications | |
|---|---|
inclusionai-ling-3-tiny | |
| Language | |
| Active | |
| Inclusionai | |
| 256K tokens | |
| 32K tokens | |
| Text | |
| Text | |
| default | |
| · 2 months ago | |
| Benchmarks | |
|---|---|
| Intelligence Index | #211 |
| Coding Index | #127 |
| GPQA | #236 |
| HLE | #251 |
| Time to First Token | #529 |
| SciCode | #390 |
| LCR | #196 |
| Output TPS | #205 |
Capabilities
Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities3/13
Reasoning✓
Adaptive Reasoning·
Function Calling✓
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching✓
Assistant Prefill·
Versions
| Version | Released | Context | Input / 1M | Output / 1M | Status |
|---|---|---|---|---|---|
| Ling 3.0 Flash VL | 262K | $0.060 | $0.180 | Available | |
| Ling 3.0 Flash Sante | 262K | — | — | Available | |
| InclusionAI Ling 3 Flash Fin | 262K | $0.060 | $0.180 | Available | |
| InclusionAI Ling 3 Tiny | 256K | — | — | Current | |
| InclusionAI Ling 3 Flash Fast | — | 262K | $0.060 | $0.180 | Available |
| InclusionAI Ling 2.6 Flash | 262K | — | — | Deprecated | |
| InclusionAI Ling 2 Flash | — | — | — | — | Available |
| InclusionAI Ling 2 Mini | — | — | — | — | Available |
| Ming Image 0.1 Design | — | — | — | — | Available |
| Ming Image 0.1 Design Layer | — | — | — | — | Available |
| InclusionAI Ling 1T | — | — | — | — | Available |