Add exported program runner #6969
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/6969
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larryliu0820
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Summary:
Add an `ExportedProgram` runner for TorchTune Llama.
Test Plan:
```
# Download resources
tune download meta-llama/Llama-3.2-11B-Vision-Instruct --output-dir /tmp/Llama-3.2-11B-Vision-Instruct
# Export model
python -m examples.models.llama.export_llama --model llama3_2_vision --checkpoint /tmp/Llama-3.2-11B-Vision-Instruct/original/consolidated.pth --params examples/models/llama3_2_vision/text_decoder/params/demo_config.json --metadata '{"append_eos_to_prompt": 0, "get_bos_id":128000, "get_eos_ids":[128009, 128001], "get_n_bos": 0, "get_n_eos": 0}' --output_name="llama3_2_vision.pt2" -d fp32 --verbose --max_seq_length 64 --export_only -kv
# Run ExportedProgram
python -m examples.models.llama3_2_vision.runner.exported --model llama3_2_vision --pt2 llama3_2_vision.pt2 --tokenizer /tmp/Llama-3.2-11B-Vision-Instruct/original/tokenizer.model --prompt "How many calories are in bread?" --params examples/models/llama3_2_vision/text_decoder/params/demo_config.json --max_seq_length 64 -kv
```
Output:
```
The number of calories in bread can vary greatly depending on the type of bread, its ingredients, and its size. Here are the approximate calorie counts for different types of bread:
White bread: 80-100 calories per slice
```
Differential Revision: D66186052
Pulled By: dvorjackz
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This pull request was exported from Phabricator. Differential Revision: D66186052 |
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Summary
Add an
ExportedProgramrunner for TorchTune Llama.Test plan
Output: