# Code Llama 13B

**Summary:** Code Llama 13B is a specialized coding model engineered specifically for software development tasks, featuring advanced code infilling capabilities and support for processing up to 100k token sequences. This model excels in code generation, completion, debugging, and refactoring across multiple programming languages, making it an essential tool for developers, software engineers, and automated coding assistants who require intelligent code understanding and generation capabilities.

|                                                                                                                                                                                                                  **Intelligence**                                                                                                                                                                                                                 |                                                                                                                                                                                                              **Speed**                                                                                                                                                                                                              |                                                                                                     **Sovereignty**                                                                                                     |                                                                                                                                                                                                                                                                                                                       **Input**                                                                                                                                                                                                                                                                                                                      |                                                                                                                                                                                                                                                                                                                      **Output**                                                                                                                                                                                                                                                                                                                      |
| :-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| ![](https://1737632334-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-MifAzdGvKLDTtvJP8sm%2Fuploads%2Fgit-blob-b23196ddc0cba1be0b981aa5572379cec1538be3%2Fai-model-hub-intelligence.png?alt=media) ![](https://1737632334-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-MifAzdGvKLDTtvJP8sm%2Fuploads%2Fgit-blob-b23196ddc0cba1be0b981aa5572379cec1538be3%2Fai-model-hub-intelligence.png?alt=media) | ![](https://1737632334-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-MifAzdGvKLDTtvJP8sm%2Fuploads%2Fgit-blob-be3201cb2eba83650220699adf5b3d9120c83377%2Fai-model-hub-speed.png?alt=media) ![](https://1737632334-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-MifAzdGvKLDTtvJP8sm%2Fuploads%2Fgit-blob-be3201cb2eba83650220699adf5b3d9120c83377%2Fai-model-hub-speed.png?alt=media) | ![](https://1737632334-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-MifAzdGvKLDTtvJP8sm%2Fuploads%2Fgit-blob-2c04b225a16490c4ff8c3e062bb166f25e05e1c2%2Fai-model-hub-sovereignty.png?alt=media) | ![](https://1737632334-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-MifAzdGvKLDTtvJP8sm%2Fuploads%2Fgit-blob-cc6707e286bceb4641047e45e095950e8db880fd%2Fai-model-hub-text.png?alt=media) ![](https://1737632334-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-MifAzdGvKLDTtvJP8sm%2Fuploads%2Fgit-blob-bac2752d06f18e86dc7f0b9531ab32ec58f30aec%2Fai-model-hub-image.png?alt=media) ![](https://1737632334-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-MifAzdGvKLDTtvJP8sm%2Fuploads%2Fgit-blob-8b0332538fcac6644893a504f9fbbd1ba2b56d21%2Fai-model-hub-audio.png?alt=media) | ![](https://1737632334-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-MifAzdGvKLDTtvJP8sm%2Fuploads%2Fgit-blob-cc6707e286bceb4641047e45e095950e8db880fd%2Fai-model-hub-text.png?alt=media) ![](https://1737632334-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-MifAzdGvKLDTtvJP8sm%2Fuploads%2Fgit-blob-bac2752d06f18e86dc7f0b9531ab32ec58f30aec%2Fai-model-hub-image.png?alt=media) ![](https://1737632334-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2F-MifAzdGvKLDTtvJP8sm%2Fuploads%2Fgit-blob-8b0332538fcac6644893a504f9fbbd1ba2b56d21%2Fai-model-hub-audio.png?alt=media) |
|                                                                                                                                                                                                                      *Medium*                                                                                                                                                                                                                     |                                                                                                                                                                                                               *Medium*                                                                                                                                                                                                              |                                                                                                          *Low*                                                                                                          |                                                                                                                                                                                                                                                                                                                        *Text*                                                                                                                                                                                                                                                                                                                        |                                                                                                                                                                                                                                                                                                                        *Text*                                                                                                                                                                                                                                                                                                                        |

## Central parameters

**Description:** Medium-sized coding model with 13B parameters, specifically trained for Python development and programming tasks.

**Model identifier:** `meta-llama/CodeLlama-13b-Instruct-hf`

## IONOS AI Model Hub Lifecycle and Alternatives

| **IONOS Launch** | **End of Life** | **Alternative** | **Successor** |
| :--------------: | :-------------: | :-------------: | :-----------: |
|  *July 1, 2024*  |       N/A       |                 |               |

## Origin

|                            **Provider**                            | **Country** |                                     **License**                                    | **Flavor** |     **Release**    |
| :----------------------------------------------------------------: | :---------: | :--------------------------------------------------------------------------------: | :--------: | :----------------: |
| [<mark style="color:blue;">**Meta**</mark>](https://www.meta.com/) |     USA     | [<mark style="color:blue;">**License**</mark>](https://ai.meta.com/llama/license/) |  Instruct  | *January 29, 2024* |

## Technology

| **Context window** | **Parameters** | **Quantization** | **Multilingual** |                                                **Further details**                                               |
| :----------------: | :------------: | :--------------: | :--------------: | :--------------------------------------------------------------------------------------------------------------: |
|        *16k*       |      *13B*     |      *fp16*      |       *Yes*      | [<mark style="color:blue;">**Hugging Face**</mark>](https://huggingface.co/meta-llama/CodeLlama-13b-Instruct-hf) |

## Modalities

|     **Text**     |   **Image**   |   **Audio**   |
| :--------------: | :-----------: | :-----------: |
| Input and output | Not supported | Not supported |

## Endpoints

| **Chat Completions** | **Embeddings** | **Image generation** |
| :------------------: | :------------: | :------------------: |
|  v1/chat/completions |  Not supported |     Not supported    |

## Features

| **Streaming** | **Reasoning** | **Tool calling** |
| :-----------: | :-----------: | :--------------: |
|   Supported   | Not supported |   Not supported  |

## Rate limits

Rate limits ensure fair usage and reliable access to the AI Model Hub. In addition to the [<mark style="color:blue;">contract-wide rate limits</mark>](https://docs.ionos.com/sections-test/guides/ai/ai-model-hub/how-tos/rate-limits), no model-specific limits apply.