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39 lines (26 loc) · 1.92 KB
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UV ?= uv
.PHONY: setup validate-data dedupe-data split-data train eval export compile
setup:
$(UV) sync
validate-data:
$(UV) run python -m scripts.validate_labels --input data/raw/synthetic.jsonl
dedupe-data:
$(UV) run python -m scripts.dedupe_examples --input data/raw/synthetic.jsonl --output data/raw/synthetic.deduped.jsonl
split-data:
$(UV) run python -m scripts.split_dataset --input data/raw/synthetic.deduped.jsonl --output-dir data/synthetic --seed 13
# train:
# $(UV) run python -m scripts.train --train-file data/synthetic/train.jsonl --validation-file data/synthetic/validation.jsonl --output-dir artifacts/tiny-router --encoder-name microsoft/deberta-v3-small --batch-size 32 --epochs 20 --max-length 128
train:
$(UV) run python -m scripts.train --train-file data/synthetic/train.jsonl --validation-file data/synthetic/validation.jsonl --output-dir artifacts/tiny-router --encoder-name microsoft/MiniLM-L12-H384-uncased --batch-size 32 --epochs 20 --max-length 128
# eval:
# $(UV) run python -m scripts.eval --model-dir artifacts/tiny-router --data-file data/synthetic/test.jsonl --output-file artifacts/tiny-router/eval.json --run-ablations
eval:
$(UV) run python -m scripts.eval --model-dir artifacts/tiny-router --data-file data/synthetic/test.jsonl --output-file artifacts/tiny-router/eval.json --run-ablations
test:
$(UV) run python -m scripts.predict --model-dir artifacts/tiny-router --input-json '{"current_text":"Actually next Monday","interaction":{"previous_text":"Set a reminder for Friday","previous_action":"created_reminder","previous_outcome":"success","recency_seconds":45}}' --pretty
# export:
# $(UV) run python -m scripts.export_onnx --model-dir artifacts/tiny-router --output-dir artifacts/tiny-router/onnx --quantize
export:
$(UV) run python -m scripts.export_onnx --model-dir artifacts/tiny-router --output-dir artifacts/tiny-router/onnx --quantize
compile:
$(UV) run python -m compileall tiny_router scripts