张宗平
748bf41c53
- pyproject.toml (src-layout, deps per plan)
- src/tsmm/{data,model,train,eval} skeletons
- tests/test_smoke.py (RED->GREEN: importable + subpackages)
- configs/, scripts/, data/, checkpoints/ + .gitignore
- project venv (.venv) for reproducible env (M1 deps only; CUDA torch @ M2)
Verifications: import tsmm OK; pytest tests/ 3 passed.
34 lines
997 B
Markdown
34 lines
997 B
Markdown
# tsmm
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**Time-series as a Modality** — an experimental, single-GPU multimodal model that
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treats multivariate time series as an independent modality, jointly injected into a
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small LLM (Qwen2.5-0.5B) for time-series question answering and reasoning
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(ChatTS route).
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## Status
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M1 (data pipeline) under construction. See
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`docs/superpowers/specs/2026-06-29-ts-as-modality-design.md` for the design and
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`docs/superpowers/plans/2026-06-29-ts-as-modality-plan.md` for the task plan.
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## Layout
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```
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src/tsmm/ package (data, model, train, eval)
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configs/ training / data configs
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scripts/ offline generation & training entrypoints
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tests/ pytest suite
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data/ generated datasets (gitignored)
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checkpoints/ model checkpoints (gitignored)
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```
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## Install (dev)
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```bash
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python3 -m venv .venv
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. .venv/bin/activate
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pip install -e . # full deps (incl. torch/transformers/peft/...)
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# M1-only lightweight install:
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pip install numpy tqdm pyyaml pytest && pip install -e . --no-deps
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```
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