update neuron available images (aws#5281)

Author: ahsan-z-khan

available_images.md

@@ -368,6 +368,8 @@ Note: Starting from Neuron SDK 2.17.0, Dockerfiles for PyTorch Neuron Containers
 |----------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------|--------------------|-----------|------------------------------|------------------------|----------------------------------------------------------------------------------------------------------------------|
 | [PyTorch 2.7.0](https://github.com/aws-neuron/deep-learning-containers/blob/2.25.0/docker/pytorch/inference/2.7.0/Dockerfile.neuronx)              | torch-neuronx, transformers-neuronx, neuronx_distributed, neuronx_distributed_inference | Neuron 2.25.0      | inference | trn1,trn2,inf2                    | 3.10 (py310)           | 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-inference-neuronx:2.7.0-neuronx-py310-sdk2.25.0-ubuntu22.04     |
 | [PyTorch 2.7.0](https://github.com/aws-neuron/deep-learning-containers/blob/2.25.0/docker/pytorch/training/2.7.0/Dockerfile.neuronx)              | torch-neuronx, transformers-neuronx, neuronx_distributed, neuronx_distributed_training | Neuron 2.25.0      | training | trn1,trn2,inf2                    | 3.10 (py310)           | 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training-neuronx:2.7.0-neuronx-py310-sdk2.25.0-ubuntu22.04     |
+| [PyTorch 2.7.0](https://github.com/aws-neuron/deep-learning-containers/blob/2.24.1/docker/pytorch/inference/2.7.0/Dockerfile.neuronx)              | torch-neuronx, transformers-neuronx, neuronx_distributed, neuronx_distributed_inference | Neuron 2.24.1      | inference | trn1,trn2,inf2                    | 3.10 (py310)           | 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-inference-neuronx:2.7.0-neuronx-py310-sdk2.24.1-ubuntu22.04     |
+| [PyTorch 2.7.0](https://github.com/aws-neuron/deep-learning-containers/blob/2.24.1/docker/pytorch/training/2.7.0/Dockerfile.neuronx)              | torch-neuronx, transformers-neuronx, neuronx_distributed, neuronx_distributed_training | Neuron 2.24.1      | training | trn1,trn2,inf2                    | 3.10 (py310)           | 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training-neuronx:2.7.0-neuronx-py310-sdk2.24.1-ubuntu22.04     |
 | [PyTorch 2.6.0](https://github.com/aws-neuron/deep-learning-containers/blob/2.23.0/docker/pytorch/inference/2.6.0/Dockerfile.neuronx)              | torch-neuronx, transformers-neuronx, neuronx_distributed, neuronx_distributed_inference | Neuron 2.23.0      | inference | trn1,trn2,inf2                    | 3.10 (py310)           | 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-inference-neuronx:2.6.0-neuronx-py310-sdk2.23.0-ubuntu22.04     |
 | [PyTorch 2.6.0](https://github.com/aws-neuron/deep-learning-containers/blob/2.23.0/docker/pytorch/training/2.6.0/Dockerfile.neuronx)              | torch-neuronx, transformers-neuronx, neuronx_distributed, neuronx_distributed_training | Neuron 2.23.0      | training | trn1,trn2,inf2                    | 3.10 (py310)           | 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training-neuronx:2.6.0-neuronx-py310-sdk2.23.0-ubuntu22.04     |
 | [PyTorch 2.5.1](https://github.com/aws-neuron/deep-learning-containers/blob/2.22.0/docker/pytorch/inference/2.5.1/Dockerfile.neuronx)              | torch-neuronx, transformers-neuronx, neuronx_distributed, neuronx_distributed_inference | Neuron 2.22.0      | inference | trn1,trn2,inf2                    | 3.10 (py310)           | 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-inference-neuronx:2.5.1-neuronx-py310-sdk2.22.0-ubuntu22.04     |