inclusionAI/Ling-3.0-flash-Sante
text-generation model by inclusionAI
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Model card & documentation
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🤗 Hugging Face | 🤖 ModelScope | 🐙 Vercel Ling-3.0-flash-Sante is our healthcare-specialized model built on Ling-3.0-flash. Its name comes from the French word santé, meaning “health.” With 124B total parameters and 5.1B active parameters per token, Sante is designed for medical reasoning, healthcare research, deep research, and tool-assisted workflows while retaining the general capabilities of Ling-3.0-flash. Model weights are available on Hugging Face and ModelScope. We evaluate Ling-3.0-flash-Sante across professional healthcare tasks, medical knowledge and safety, complex reasoning, deep research, multi-agent collaboration, and tool-assisted agent benchmarks. The table below summarizes the results shown in the evaluation figure. Evaluation settings The official model identifier is inclusionAI/Ling-3.0-flash-Sante. Use the Ling-3.0-compatible SGLang image: The following example launches an OpenAI-compatible server with a 256K context…
Read the full model card ↗ · Preview checked 2026-10-31T04:19:11.307Z
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Model overview
inclusionAI/Ling-3.0-flash-Sante is a text-generation model repository published by inclusionAI on Hugging Face. A library was not reported.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-generation
- Library
- Not reported
- Recent downloads (30 days)
- 906
- Cumulative likes
- 75
- Hugging Face trending score
- 74
- Reported safetensors parameters
- 127,486,405,600
- Architecture
- BailingMoeV3ForCausalLM
- License
- mit
- Access
- Not gated by Hugging Face
- Created
- 2026-10-19T17:30:04.000Z
- Last modified
- 2026-10-22T14:53:04.000Z
Compatibility and lineage
Language coverage was not reported.
Base-model lineage was not included.
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-29T06:47:43.046Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.