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README.md

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 # Ministral 3 14B Instruct 2512
-The largest model in the Ministral 3 family, **Ministral 3 14B** offers frontier capabilities and performance comparable to its larger [Mistral Small 3.2 24B](https://huggingface.co/mistralai/Mistral-Small-3.2-Instruct-2506) counterpart. A powerful and efficient language model with vision capabilities.
+The largest model in the Ministral 3 family, **Ministral 3 14B** offers frontier capabilities and performance comparable to its larger [Mistral Small 3.2 24B](https://huggingface.co/mistralai/Mistral-Small-3.2-24B-Instruct-2506) counterpart. A powerful and efficient language model with vision capabilities.
 
 This model is the instruct post-trained version in **FP8**, fine-tuned for instruction tasks, making it ideal for chat and instruction based use cases.
 
@@ -146,7 +146,7 @@ To check:
 python -c "import mistral_common; print(mistral_common.__version__)"
 ```
 
-You can also make use of a ready-to-go [docker image](https://github.com/vllm-project/vllm/blob/main/Dockerfile) or on the [docker hub](https://hub.docker.com/layers/vllm/vllm-openai/latest/images/sha256-de9032a92ffea7b5c007dad80b38fd44aac11eddc31c435f8e52f3b7404bbf39).
+You can also make use of a ready-to-go [docker image](https://github.com/vllm-project/vllm/tree/main/docker) or on the [docker hub](https://hub.docker.com/layers/vllm/vllm-openai/latest/images).
 
 #### Serve