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Ling 3.0 Flash Sante
Ling-3.0-Flash-Sante is inclusionAI’s language model specialized for health and medicine, built on a Mixture-of-Experts architecture with 124 billion total parameters and approximately 5.1 billion active per token. With a 256K context window and function calling, it supports medical knowledge reasoning, evidence-based retrieval, and complex medical workflows while retaining general reasoning, coding, and agentic capabilities.
- Input
- text
- Output
- text
Providers
Available through 2 free providers. Use the model ID and API settings below to connect.
Vercel AI Gateway
VAVercel AI Gateway
* The provider match may differ from this model. Check its docs for details.
Benchmarks
Compare scores and explore results by category.
No benchmark results are available for this model yet.
Frequently asked questions
Free access, setup, and what to expect.
Free API access for Ling 3.0 Flash Sante is listed through AnyAPI and Vercel AI Gateway, but a specific request or token allowance isn’t available in the listed data. Check the Ling 3.0 Flash Sante provider pricing and rate limits for what’s included and any account requirements.
To use Ling 3.0 Flash Sante, choose one of the listed Ling 3.0 Flash Sante API providers and follow the provider’s account and API-key setup guide. Copy the Ling 3.0 Flash Sante model ID and connection settings for your chosen provider into your app or API client. Model IDs can differ between providers. API requests go directly to the provider; Free Models is a comparison site.
Ling 3.0 Flash Sante accepts text as listed input formats. Listed output formats include text. Image or audio input support does not imply image or audio generation. Check the chosen provider’s Ling 3.0 Flash Sante documentation for supported file types and request formats.
Ling 3.0 Flash Sante has a listed context window of 256K tokens. Tokens are small pieces of content rather than a word count. Instructions, conversation history, and other inputs use context space, and the response also needs room. The maximum output length for Ling 3.0 Flash Sante may be smaller than the context window and can vary by provider.
Ling 3.0 Flash Sante has both reasoning and tool calling listed as supported capabilities. Reasoning enables additional processing for complex problems. Tool calling allows a model to request functions that your app executes. Check the chosen provider’s documentation for capability availability and setup.
No benchmark results are listed for Ling 3.0 Flash Sante yet. Missing scores don’t establish poor performance. Compare scores within the same benchmark: coding indexes, Elo ratings, and win rates measure different things. The index comparison charts include only scored free models listed on Free Models. Evaluate Ling 3.0 Flash Sante on examples from your own task alongside context size and provider limits.