Move LlmConfig to extension/llm

[jackzhxng]

No description provided.

[jackzhxng]

Stack from ghstack (oldest at bottom):

• -> Move LlmConfig to extension/llm #11837
• Use export_llm in CI #11836
• Update export_llama in READMEs to use export_llm #11811
• Fix LlmConfig enum usage #11833
• Ability to specify full file configs for export_llm #11809

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/11837

• 📄 Preview Python docs built from this PR

Note: Links to docs will display an error until the docs builds have been completed.

❌ 20 New Failures, 1 Cancelled Job, 11 Unrelated Failures

As of commit feb6085 with merge base a1dec07 ():

NEW FAILURES - The following jobs have failed:

• Build Linux Wheels / pytorch/executorch / upload / upload-manywheel-py3_10-cpu (gh)
  Unable to download artifact(s): Artifact not found for name: pytorch_executorch__3.10_cpu_x86_64
• Build Presets / linux (pybind, linux.2xlarge, executorch-ubuntu-22.04-clang12) / build (gh)
• Lint / lintrunner / linux-job (gh)
  >>> Lint for extension/llm/export/export_llm.py:
• pull / android / build-llm-demo / linux-job (gh)
  The runner has received a shutdown signal. This can happen when the runner service is stopped, or a manually started runner is canceled.
• pull / test-eval_llama-mmlu-linux / linux-job (gh)
  RuntimeError: Command docker exec -t 2ea2646ca89a1ae4344f25fddd202c78e214a4ffb54a516ab385d7081bd51d48 /exec failed with exit code 1
• pull / test-eval_llama-wikitext-linux / linux-job (gh)
  RuntimeError: Command docker exec -t 2308b007d949bef83a3a321ee68df0e9642c6574266f0a625fff1af272498147 /exec failed with exit code 1
• pull / test-llama_runner_eager-linux / linux-job (gh)
  RuntimeError: Command docker exec -t 78f3e28d28161175275100c854b099b8d302ede0052280edaf706fea63df2d98 /exec failed with exit code 1
• pull / test-llama-runner-linux (bf16, custom, linux.2xlarge, executorch-ubuntu-22.04-clang12) / linux-job (gh)
  RuntimeError: Command docker exec -t 74c53701cf16d511e3253f4569c61cb317a26bc53339a82a9434c94c5de78d2b /exec failed with exit code 1
• pull / test-llama-runner-linux (fp32, xnnpack+custom+qe, linux.2xlarge, executorch-ubuntu-22.04-clang12) / linux-job (gh)
  RuntimeError: Command docker exec -t cee4f92f4dfb10272f258df9b26b9273cbb3d16cf2217ab04013ae90aa6a02a9 /exec failed with exit code 1
• pull / test-llama-runner-linux (fp32, xnnpack+custom+qe, linux.arm64.2xlarge, executorch-ubuntu-22.04-gc... / linux-job (gh)
  RuntimeError: Command docker exec -t 202a47ec54751dbf399b54519c41bb7d7bcefbfed57084cef21cef2392e1f97f /exec failed with exit code 1
• pull / test-llama-runner-linux (fp32, xnnpack+custom+quantize_kv, linux.arm64.2xlarge, executorch-ubuntu... / linux-job (gh)
  RuntimeError: Command docker exec -t 11b56a2176586aee0584d664bcf34ab7292fe299feb48ed775e99d97ecdf8798 /exec failed with exit code 1
• pull / test-llama-runner-linux (fp32, xnnpack+quantize_kv, linux.arm64.2xlarge, executorch-ubuntu-22.04-... / linux-job (gh)
  RuntimeError: Command docker exec -t 96ba1ae9ea1856c96b6fbd1019a23ed3e91ccaa7b8608ac36f9cfa7bbd32c3c8 /exec failed with exit code 1
• pull / test-llama-runner-qnn-linux (fp32, qnn_16a16w, qnn) / linux-job (gh)
  RuntimeError: Command docker exec -t d00a285d63185488b133a7e1a685c9b136a3fff37e9407a109e23cec55e3ecf5 /exec failed with exit code 1
• pull / test-llama-runner-qnn-linux (fp32, qnn_8a8w, qnn) / linux-job (gh)
  RuntimeError: Command docker exec -t d40d80fb8702e8f7cb3aaa073a6adbed80baf2b397c086ed5e2fda7dc5adb947 /exec failed with exit code 1
• pull / test-llava-runner-linux / linux-job (gh)
  RuntimeError: Command docker exec -t 1904b6a674cd525d14859a93427b99dd4fd88498c5e2d039d8675b0bb8e7a96d /exec failed with exit code 1
• pull / test-models-linux (phi_4_mini, portable, linux.4xlarge.memory) / linux-job (gh)
  RuntimeError: Command docker exec -t 94af550a1207c4225ca92e4109311a2ffccffb519a4264c68af82c895d525b2f /exec failed with exit code 1
• pull / test-static-llama-qnn-linux / linux-job (gh)
  RuntimeError: Command docker exec -t 47472433ee36b95a9ce79f6bd4f839dfd729a701430fb0e129e5ec0c85ff2b3f /exec failed with exit code 1
• pull / unittest / linux / linux-job (gh)
  RuntimeError: Command docker exec -t c570ecb83ae75c53189c1564f0d70172e84cafd62650fb67b8b54dbd279bb7d5 /exec failed with exit code 1
• pull / unittest / macos / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1
• pull / unittest-editable / macos / macos-job (gh)
  RuntimeError: Command bash /Users/ec2-user/runner/_work/_temp/exec_script failed with exit code 1

CANCELLED JOB - The following job was cancelled. Please retry:

• Build Linux Wheels / pytorch/executorch / build-manywheel-py3_10-cpu (gh)
  The runner has received a shutdown signal. This can happen when the runner service is stopped, or a manually started runner is canceled.

FLAKY - The following jobs failed but were likely due to flakiness present on trunk:

• pull / test-custom-ops-linux / linux-job (gh) (matched linux rule in flaky-rules.json)
  The runner has received a shutdown signal. This can happen when the runner service is stopped, or a manually started runner is canceled.
• pull / test-llama-runner-linux (fp32, xnnpack+custom+quantize_kv, linux.2xlarge, executorch-ubuntu-22.04... / linux-job (gh) (matched linux rule in flaky-rules.json)
  The runner has received a shutdown signal. This can happen when the runner service is stopped, or a manually started runner is canceled.
• pull / test-llama-runner-linux (fp32, xnnpack+quantize_kv, linux.2xlarge, executorch-ubuntu-22.04-clang12) / linux-job (gh) (matched linux rule in flaky-rules.json)
  The runner has received a shutdown signal. This can happen when the runner service is stopped, or a manually started runner is canceled.
• pull / test-models-linux (add, portable, linux.2xlarge) / linux-job (gh) (matched linux rule in flaky-rules.json)
  The runner has received a shutdown signal. This can happen when the runner service is stopped, or a manually started runner is canceled.
• pull / test-models-linux (add, xnnpack-quantization-delegation, linux.2xlarge) / linux-job (gh) (matched linux rule in flaky-rules.json)
  The runner has received a shutdown signal. This can happen when the runner service is stopped, or a manually started runner is canceled.
• pull / test-models-linux (emformer_transcribe, xnnpack-quantization-delegation, linux.2xlarge) / linux-job (gh) (matched linux rule in flaky-rules.json)
  The runner has received a shutdown signal. This can happen when the runner service is stopped, or a manually started runner is canceled.
• pull / test-models-linux (mobilebert, portable, linux.2xlarge) / linux-job (gh) (matched linux rule in flaky-rules.json)
  The runner has received a shutdown signal. This can happen when the runner service is stopped, or a manually started runner is canceled.
• pull / test-models-linux (resnet18, portable, linux.2xlarge) / linux-job (gh) (matched linux rule in flaky-rules.json)
  The runner has received a shutdown signal. This can happen when the runner service is stopped, or a manually started runner is canceled.
• pull / unittest-arm-backend-with-no-fvp (test_pytest_models) / linux-job (gh) (matched linux rule in flaky-rules.json)
  The runner has received a shutdown signal. This can happen when the runner service is stopped, or a manually started runner is canceled.
• pull / unittest-arm-backend-with-no-fvp (test_pytest_ops) / linux-job (gh) (matched linux rule in flaky-rules.json)
  The runner has received a shutdown signal. This can happen when the runner service is stopped, or a manually started runner is canceled.
• pull / unittest-editable / linux / linux-job (gh) (matched linux rule in flaky-rules.json)
  The runner has received a shutdown signal. This can happen when the runner service is stopped, or a manually started runner is canceled.

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