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Delete ensemble code #167

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10 changes: 2 additions & 8 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -105,14 +105,8 @@ or you can get the `run_id` via the MLFlow UI.
MLFLOW_TRACKING_URI=http://localhost:8080 uv run modelplane annotate --annotator_id {annotator_id} --experiment expname --response_run_id {run_id}
```

#### Private Ensemble
#### Private annotator
If you have access to the private annotator, you can run directly with:
```
MLFLOW_TRACKING_URI=http://localhost:8080 uv run modelplane annotate --annotator_id safety-v1.1 --experiment expname --response_run_id {run_id}
```


### Custom Ensembles
```
MLFLOW_TRACKING_URI=http://localhost:8080 uv run modelplane annotate --annotator_id {annotator_id1} --annotator_id {annotator_id2} --ensemble_strategy {ensemble_strategy} --experiment expname --response_file path/to/response.csv
MLFLOW_TRACKING_URI=http://localhost:8080 uv run modelplane annotate --annotator_id safety-v1.2 --experiment expname --response_run_id {run_id}
```
287 changes: 0 additions & 287 deletions flightpaths/Ensemble Development Template.ipynb
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16 changes: 0 additions & 16 deletions src/modelplane/cli.py
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Original file line number Diff line number Diff line change
Expand Up @@ -2,12 +2,10 @@

import click
from modelgauge.data_schema import AnnotationSchema
from modelgauge.ensemble_strategies import ENSEMBLE_STRATEGIES

from modelplane.runways.annotator import annotate
from modelplane.runways.lister import (
list_annotators,
list_ensemble_strategies,
list_suts,
)
from modelplane.runways.responder import respond
Expand All @@ -27,11 +25,6 @@ def list_annotators_cli():
list_annotators()


@cli.command(name="list-ensemble-strategies", help="List known ensemble strategies.")
def list_ensemble_strategies_cli():
list_ensemble_strategies()


@cli.command(name="list-suts", help="List known suts.")
def list_suts_cli():
list_suts()
Expand Down Expand Up @@ -146,13 +139,6 @@ def get_sut_responses(
default=None,
help="The annotator UID(s) to use. Multiple annotators can be specified.",
)
@click.option(
"--ensemble_strategy",
type=str,
default=None,
help="The ensemble strategy to use. If set, individual annotator results will be combined using the given strategy. "
"Available strategies: " + ", ".join(list(ENSEMBLE_STRATEGIES.keys())),
)
@click.option(
"--overwrite",
is_flag=True,
Expand Down Expand Up @@ -202,7 +188,6 @@ def get_annotations(
dvc_repo: str | None = None,
response_file: str | None = None,
response_run_id: str | None = None,
ensemble_strategy: str | None = None,
overwrite: bool = False,
disable_cache: bool = False,
num_workers: int = 1,
Expand All @@ -217,7 +202,6 @@ def get_annotations(
response_file=response_file,
response_run_id=response_run_id,
annotator_ids=annotator_id,
ensemble_strategy=ensemble_strategy,
overwrite=overwrite,
disable_cache=disable_cache,
num_workers=num_workers,
Expand Down
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