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docs(infr): update docs managed inference (#4943)
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pages/managed-inference/reference-content/model-catalog.mdx

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A quick overview of available models in Scaleway's catalog and their core attributes. Expand any model below to see usage examples, curl commands, and detailed capabilities.
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<Message type="tip">
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For more information about all the models supported in Managed Inference, refer to the [Supported Models in Managed Inference](/managed-inference/reference-content/supported-models/) page.
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</Message>
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## Models technical summary
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| Model name | Provider | Maximum Context length (tokens) | Modalities | Instances | License |

pages/managed-inference/reference-content/supported-models.mdx

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Scaleway Managed Inference allows you to deploy various AI models, either from:
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* [Scaleway catalog](#scaleway-catalog): A curated set of ready-to-deploy models available through the [Scaleway console](https:/console.scaleway.com/inference/deployments/) or the [Managed Inference models API](https:/www.scaleway.com/en/developers/api/inference/#path-models-list-models)
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* [Scaleway model catalog](#scaleway-model-catalog): A curated set of ready-to-deploy models available through the [Scaleway console](https:/console.scaleway.com/inference/deployments/) or the [Managed Inference models API](https:/www.scaleway.com/en/developers/api/inference/#path-models-list-models)
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* [Custom models](#custom-models): Models that you import, typically from sources like Hugging Face.
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## Scaleway catalog
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### Multimodal models (chat + vision)
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_More details to be added._
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### Chat models
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| Provider | Model identifier | Documentation | License |
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|------------|-----------------------------------|--------------------------------------------------------------------------|-------------------------------------------------------|
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| Allen AI | `molmo-72b-0924` | [View Details](/managed-inference/reference-content/model-catalog/#molmo-72b-0924) | [Apache 2.0 license](https:/www.apache.org/licenses/LICENSE-2.0) |
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| Deepseek | `deepseek-r1-distill-llama-70b` | [View Details](/managed-inference/reference-content/model-catalog/#deepseek-r1-distill-llama-70b) | [MIT license](https:/huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/mit.md) |
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| Deepseek | `deepseek-r1-distill-llama-8b` | [View Details](/managed-inference/reference-content/model-catalog/#deepseek-r1-distill-llama-8b) | [MIT license](https:/huggingface.co/datasets/choosealicense/licenses/blob/main/markdown/mit.md) |
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| Meta | `llama-3-70b-instruct` | [View Details](/managed-inference/reference-content/model-catalog/#llama-3-70b-instruct) | [Llama 3 license](https:/www.llama.com/llama3/license/) |
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| Meta | `llama-3-8b-instruct` | [View Details](/managed-inference/reference-content/model-catalog/#llama-3-8b-instruct) | [Llama 3 license](https:/www.llama.com/llama3/license/) |
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| Meta | `llama-3.1-70b-instruct` | [View Details](/managed-inference/reference-content/model-catalog/#llama-31-70b-instruct) | [Llama 3.1 community license](https:/www.llama.com/llama3_1/license/) |
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| Meta | `llama-3.1-8b-instruct` | [View Details](/managed-inference/reference-content/model-catalog/#llama-31-8b-instruct) | [Llama 3.1 license](https:/www.llama.com/llama3_1/license/) |
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| Meta | `llama-3.3-70b-instruct` | [View Details](/managed-inference/reference-content/model-catalog/#llama-33-70b-instruct) | [Llama 3.3 license](https:/www.llama.com/llama3_3/license/) |
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| Nvidia | `llama-3.1-nemotron-70b-instruct` | [View Details](/managed-inference/reference-content/model-catalog/#llama-31-nemotron-70b-instruct)| [Llama 3.1 community license](https:/www.llama.com/llama3_1/license/) |
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| Mistral | `mixtral-8x7b-instruct-v0.1` | [View Details](/managed-inference/reference-content/model-catalog/#mixtral-8x7b-instruct-v01/) | [Apache 2.0 license](https:/www.apache.org/licenses/LICENSE-2.0) |
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| Mistral | `mistral-7b-instruct-v0.3` | [View Details](/managed-inference/reference-content/model-catalog/#mistral-7b-instruct-v03) | [Apache 2.0 license](https:/www.apache.org/licenses/LICENSE-2.0) |
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| Mistral | `mistral-nemo-instruct-2407` | [View Details](/managed-inference/reference-content/model-catalog/#mistral-nemo-instruct-2407) | [Apache 2.0 license](https:/www.apache.org/licenses/LICENSE-2.0) |
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| Mistral | `mistral-small-24b-instruct-2501` | [View Details](/managed-inference/reference-content/model-catalog/#mistral-small-24b-instruct-2501)| [Apache 2.0 license](https:/www.apache.org/licenses/LICENSE-2.0) |
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| Mistral | `pixtral-12b-2409` | [View Details](/managed-inference/reference-content/model-catalog/#pixtral-12b-2409) | [Apache 2.0 license](https:/www.apache.org/licenses/LICENSE-2.0) |
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| Qwen | `qwen2.5-coder-32b-instruct` | [View Details](/managed-inference/reference-content/model-catalog/#qwen2.5-coder-32b-instruct) | [Apache 2.0 license](https:/huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct/blob/main/LICENSE) |
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### Vision models
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_More details to be added._
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### Embedding models
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| Provider | Model identifier | Documentation | License |
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|----------|------------------|----------------|---------|
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| BAAI | `bge-multilingual-gemma2` | [View Details](/managed-inference/reference-content/model-catalog/#bge-multilingual-gemma2) | [Gemma Terms of Use](https:/ai.google.dev/gemma/terms) |
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| Sentence Transformers | `sentence-t5-xxl` | [View Details](/managed-inference/reference-content/model-catalog/#sentence-t5-xxl) | [Apache 2.0 license](https:/www.apache.org/licenses/LICENSE-2.0) |
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## Scaleway model catalog
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You can find a complete list of all models available in Scaleway's catalog on the [Managed Inference model catalog page](/managed-inference/reference-content/model-catalog/).
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## Custom models
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