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VoyageAI by MongoDB: voyage-4-large
voyage-4-large is a state-of-the-art general-purpose and multilingual embedding optimized for retrieval quality. Enabled by Matryoshka learning and quantization-aware training, voyage-4-large supports embeddings in 2048, 1024, 512, and 256 dimensions, with...
- Input
- text
- Output
- embeddings
Providers
Available through 1 free provider. 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 voyage-4-large is listed through Vercel AI Gateway, but a specific request or token allowance isn’t available in the listed data. Check the voyage-4-large provider pricing and rate limits for what’s included and any account requirements.
To use voyage-4-large, choose one of the listed voyage-4-large API providers and follow the provider’s account and API-key setup guide. Copy the voyage-4-large 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.
voyage-4-large accepts text as listed input formats. Listed output formats include embeddings. Image or audio input support does not imply image or audio generation. Check the chosen provider’s voyage-4-large documentation for supported file types and request formats.
voyage-4-large has a listed context window of 32K 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 voyage-4-large may be smaller than the context window and can vary by provider.
Neither reasoning nor tool calling support is listed for voyage-4-large. 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 voyage-4-large 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 voyage-4-large on examples from your own task alongside context size and provider limits.