67beaede45
Phase 10.8: torchao/bnb quant sweep on iter1-independent. bf16 already
optimal; torchao int8-wo gives -19% VRAM at no F1 cost; all 4-bit
variants collapse (ModernBERT-large too quant-sensitive).
Phase 10.9: ONNX export + ORT eval. Legacy exporter only working path
(dynamo adds 56 Memcpy nodes); ORT fp32 -22% latency vs torch via
kernel fusion but bf16+flash-attn-2 still wins; fp16 broken on rotary;
dynamic int8 silently CPU-fallback + 0.5 F1 collapse.
Driver scripts wired to bun run py:quant / py:onnx; full reports at
results/eval/{quant,onnx}/REPORT.md.
44 lines
1.9 KiB
JSON
44 lines
1.9 KiB
JSON
{
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"name": "sec-cybert-monorepo",
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"private": true,
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"scripts": {
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"la:dev": "bun run --filter labelapp dev",
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"la:build": "bun run --filter labelapp build",
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"la:typecheck": "bun run --filter labelapp typecheck",
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"la:lint": "bun run --filter labelapp lint",
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"la:test": "bun run --filter labelapp test",
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"la:test:api": "bun run --filter labelapp test:api",
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"la:test:e2e": "bun run --filter labelapp test:e2e",
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"la:db:generate": "bun run --filter labelapp db:generate",
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"la:db:migrate": "bun run --filter labelapp db:migrate",
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"la:db:studio": "bun run --filter labelapp db:studio",
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"la:seed": "bun run --filter labelapp seed",
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"la:assign": "bun run --filter labelapp assign",
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"la:export": "bun run --filter labelapp export",
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"la:dump": "bun run --filter labelapp dump",
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"la:docker": "docker build -f labelapp/Dockerfile -t registry.claiborne.soy/labelapp:latest . --push",
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"ts:sec": "bun run --filter sec-cybert sec",
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"ts:typecheck": "bun run --filter sec-cybert typecheck",
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"py:train": "cd python && PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True uv run main.py",
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"py:quant": "cd python && PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True uv run scripts/quantize_sweep.py",
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"py:onnx": "cd python && PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True uv run scripts/onnx_export_eval.py",
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"typecheck": "bun run --filter '*' typecheck",
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"data:push": "./scripts/data-push.sh",
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"data:pull": "./scripts/data-pull.sh",
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"data:package": "./scripts/package-data.sh",
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"ckpt:push": "./scripts/data-push.sh --checkpoints-only",
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"ckpt:pull": "./scripts/data-pull.sh --checkpoints-only",
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"sync:push": "./scripts/data-push.sh --all",
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"sync:pull": "./scripts/data-pull.sh --all"
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},
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"workspaces": [
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"packages/*",
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"ts",
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"labelapp"
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],
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"devDependencies": {
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"@types/bun": "^1.3.11",
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"@types/node": "^25.5.0"
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}
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}
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