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adding a fiddlecube red-teaming provider #2
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47 changes: 47 additions & 0 deletions
47
llama_stack/providers/remote/eval/fiddlecube/fiddlecube.py
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Original file line number | Diff line number | Diff line change |
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# Copyright (c) Meta Platforms, Inc. and affiliates. | ||
# All rights reserved. | ||
# | ||
# This source code is licensed under the terms described in the LICENSE file in | ||
# the root directory of this source tree. | ||
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from typing import Any, Dict, List | ||
from llama_stack.apis.common.job_types import Job, JobStatus | ||
from llama_stack.apis.eval import Eval | ||
from llama_stack.apis.eval.eval import EvalTaskConfig, EvaluateResponse | ||
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class FiddleCubeRedTeamingAdapter(Eval): | ||
def __init__(self): | ||
self.jobs = {} | ||
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async def run_eval(self, eval_id: str, eval_config: EvalTaskConfig) -> Job: | ||
# call the FiddleCube API to run the red-teaming | ||
# convert EvalTaskConfig to FiddleCube API input | ||
# Get the FiddleCube response | ||
# convert FiddleCube response to EvaluateResponse | ||
# set the job_id to the length of the jobs list | ||
# in the dict of jobs, set the job_id to the EvaluateResponse | ||
# return the job | ||
# refer to llama_stack/providers/inline/eval/meta_reference/eval.py for the implementation of run_eval | ||
return Job(job_id=len(self.jobs)) | ||
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async def evaluate_rows( | ||
self, eval_id: str, input_rows: List[Dict[str, Any]], scoring_functions: List[str], eval_config: EvalTaskConfig | ||
) -> EvaluateResponse: | ||
raise NotImplementedError("FiddleCube Red Teaming Adapter does not support evaluate_rows") | ||
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async def job_status(self, eval_id: str, job_id: str) -> JobStatus: | ||
if job_id in self.jobs: | ||
return JobStatus.completed | ||
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return None | ||
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async def job_result(self, eval_id: str, job_id: str) -> EvaluateResponse: | ||
status = await self.job_status(eval_id, job_id) | ||
if not status or status != JobStatus.completed: | ||
raise ValueError(f"Job is not completed, Status: {status.value}") | ||
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return self.jobs[job_id] | ||
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async def job_cancel(self, eval_id: str, job_id: str) -> None: | ||
raise NotImplementedError("FiddleCube Red Teaming Adapter does not support job_cancel") |
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Quick question: how are we passing the attack candidate and target candidate + prompt itself?
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the data model is defined here:
llama-stack/llama_stack/apis/eval/eval.py
Line 41 in 7ec79c0
we will use the
run_eval
method. not theevaluate_rows
method in the api.