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@@ -48,10 +48,14 @@ To run on `weftdrive`:
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1. Check what packages are installed `conda list`
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2. Install the packages for the project `pip install -r requirements.txt`
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3. Install the project `pip install -e .`
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5. SCP `data/clean` to `weftdrive:~/scratch/data/clean`: `scp -r data/clean weftdrive:~/scratch/data/`
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5. SCP `data/clean` to `weftdrive:~/scratch/data/clean`: `scp -r data/clean paramkapur@weftdrive.private.reed.edu:~/scratch/paramkapur/data/clean`
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1. Ensure that the config file points to the correct path: `dataset_path: "~/scratch/data/clean"`
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6. Setup W&B:
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1.`export WANDB_API_KEY="..."`
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2.`python -m wandb login`
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7. Run the training script: `nohup /srv/gpurun.pl python src/senti_synth/cli/01_train_teacher.py configs/teacher/stt2_hf.yaml > ~/scratch/senti_synth/logs/$(date +%Y%m%d_%H%M).log 2>&1 &`
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7. Create the logs directory and file: `mkdir -p ~/scratch/paramkapur/logs` and `touch ~/scratch/paramkapur/logs/$(date +%Y%m%d_%H%M).log`
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8. Run the training script: `nohup /srv/gpurun.pl python src/cli/01_train_teacher.py configs/teacher/stt2_hf.yaml > ~/scratch/paramkapur/logs/$(date +%Y%m%d_%H%M).log 2>&1 &`
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