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End-to-end Tinker model training and serving with Eve.
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2.2 kB · 52 lines
Python
at main
1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253from __future__ import annotations
import json
from training.data import dataset_sha256, rendered_files, validate_casesfrom training.recipes import all_recipes, get_recipe
def test_every_recipe_covers_its_kinds_without_split_leakage() -> None: for recipe in all_recipes(): cases = recipe.generate_cases() validate_cases(recipe, cases) seen_slugs: set[str] = set() for split, rows in cases.items(): assert len(rows) == len(recipe.kinds) * recipe.split_counts[split] assert {row.kind for row in rows} == set(recipe.kinds) assert seen_slugs.isdisjoint(row.slug for row in rows) seen_slugs.update(row.slug for row in rows)
def test_every_eve_fixture_is_exactly_its_hidden_test_split() -> None: for recipe in all_recipes(): cases = recipe.generate_cases() fixture = json.loads(rendered_files(recipe)[recipe.eve_eval_path]) assert [row["id"] for row in fixture] == [row.id for row in cases["test"]] assert [row["expected"] for row in fixture] == [row.target for row in cases["test"]]
def test_dataset_hashes_are_stable_distinct_and_sha256_shaped() -> None: hashes = {recipe.id: dataset_sha256(recipe) for recipe in all_recipes()} assert len(set(hashes.values())) == len(hashes) assert hashes["capability-placement"] == ( "d784357882ca120297cd2a425064313d757b48ca8fa7d2941fe4dc4625aab835" ) for digest in hashes.values(): assert len(digest) == 64 int(digest, 16)
def test_context_selection_includes_zero_one_and_multiple_snippets() -> None: recipe = get_recipe("context-selection") lengths = {len(row.target["include"]) for row in recipe.generate_cases()["train"]} assert lengths == {0, 1, 2}
def test_action_authorization_covers_every_decision() -> None: recipe = get_recipe("action-authorization") rows = recipe.generate_cases()["test"] decisions = {row.target["decision"] for row in rows} assert decisions == {"execute", "draft", "ask", "refuse"} for decision in decisions: assert len({row.target["next"] for row in rows if row.target["decision"] == decision}) == 2