Update CI Jobs in anticipation for Cuda 12.4 deprecation

[HonestDeng]

This PR aimed to solve this issue.

Need to update ci configs and install_requirements.

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/torchchat/1515

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❌ 18 New Failures

As of commit fea361f with merge base 4d8bab5 ():

NEW FAILURES - The following jobs have failed:

• pull / test-gpu-aoti-bfloat16 (cuda, stories15M) / linux-job (gh)
  RuntimeError: Command
• pull / test-gpu-aoti-float16 (cuda, stories15M) / linux-job (gh)
  RuntimeError: Command
• pull / test-gpu-aoti-float32 (cuda, stories15M) / linux-job (gh)
  RuntimeError: Command
• pull / test-gpu-compile (cuda, stories15M) / linux-job (gh)
  RuntimeError: Command
• pull / test-gpu-eval-sanity-check (cuda, stories15M) / linux-job (gh)
  RuntimeError: Command
• Run parallel prefill / test-cuda / linux-job (gh)
  RuntimeError: Command
• Run parallel prefill / test-sdpa-backends-export / linux-job (gh)
  RuntimeError: Command
• Run the aoti runner with CUDA using stories / test-runner-aot-cuda / linux-job (gh)
  RuntimeError: Command
• Run the README instructions - with stories / test-advanced-any / linux-job (gh)
  RuntimeError: Command
• Run the README instructions - with stories / test-distributed-cuda / linux-job (gh)
  RuntimeError: Command
• Run the README instructions - with stories / test-evaluation-any / linux-job (gh)
  RuntimeError: Command
• Run the README instructions - with stories / test-gguf-any / linux-job (gh)
  RuntimeError: Command
• Run the README instructions - with stories / test-multimodal-any / linux-job (gh)
  RuntimeError: Command
• Run the README instructions - with stories / test-multimodal-cpu / linux-job (gh)
  RuntimeError: Command
• Run the README instructions - with stories / test-native-any / linux-job (gh)
  RuntimeError: Command
• Run the README instructions - with stories / test-native-cpu / linux-job (gh)
  RuntimeError: Command
• Run the README instructions - with stories / test-quantization-any / linux-job (gh)
  RuntimeError: Command
• Run the README instructions - with stories / test-readme-any / linux-job (gh)
  RuntimeError: Command

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[Jack-Khuu]

pytorch/test-infra#6465 Asking for driver support in test-infra

[HonestDeng]

pytorch/test-infra#6465 Asking for driver support in test-infra

Ok. I'm waiting for reply.

[Jack-Khuu]

Thanks for the attempt @HonestDeng, as per the comment in test-infra, turns out we didn't need to make a CI change