> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://developers.deepgram.com/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://developers.deepgram.com/_mcp/server.

## Container Images (release 231026)

### Container Images (release 231026)

- `deepgram/onprem-api:release-231026`
  - Equivalent image tag to `deepgram/onprem-api:1.106.0`


- `deepgram/onprem-engine:release-231026`
  - Equivalent image tag to `deepgram/onprem-engine:3.59.2`
  - Minimum required NVIDIA driver version: `>=525.60.13`


- `deepgram/onprem-license-proxy:release-231026`
  - Equivalent image tag to `deepgram/onprem-license-proxy:1.4.3`


- `deepgram/onprem-billing:release-231026`
  - Equivalent image tag to `deepgram/onprem-billing:1.7.3`


- `deepgram/onprem-dgtools:release-231026`
  - Equivalent image tag to `deepgram/onprem-dgtools:2.1.5`



### This Release Contains The Following Changes

- More control with language detection features! You can now [restrict which languages can be detected](https://developers.deepgram.com/docs/language-detection#restricting-the-detectable-languages), and view the [language detection confidence score](https://developers.deepgram.com/docs/language-detection#how-to-use-language_confidence) in returned ASR results.
- Adjusted order of operations with [async requests](https://developers.deepgram.com/docs/callback) to more consistently return a request ID immediately.
- Improved model loading logic. If you have explicit model loading directives under the features section of your `engine.toml` configuration file, you can remove it when upgrading to more recent releases.
- The minimum supported CUDA runtime version for onprem-engine has changed from 11.3.1 to 12.1.1. Systems using NVIDIA drivers before version 525.60.13 might encounter errors when attempting to start this release of onprem-engine. Deepgram recommends installing the latest NVIDIA drivers for maximum compatibility, stability, and performance.
- Stability improvements, security patches, and bug fixes.🐛