ipex-llm/python/llm/dev/benchmark/ceval/evaluators/evaluator.py
Cengguang Zhang 511cbcf773 LLM: add Ceval benchmark test. (#9872)
* init ceval benchmark test.

* upload dataset.

* add other tests.

* add qwen evaluator.

* fix qwen evaluator style.

* fix qwen evaluator style.

* update qwen evaluator.

* add llama evaluator.

* update eval

* fix typo.

* fix

* fix typo.

* fix llama evaluator.

* fix bug.

* fix style.

* delete dataset.

* fix style.

* fix style.

* add README.md and fix typo.

* fix comments.

* remove run scripts
2024-01-16 19:14:26 +08:00

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1,007 B
Python

#
# Copyright 2016 The BigDL Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
class Evaluator:
def __init__(self, choices, model_path, device, qtype):
self.choices = choices
self.model_path = model_path
self.device = device
self.qtype = qtype
def format_example(self, line, **kwargs):
pass
def eval_subject(self, subject_name, test_df, eval_type, **kwargs):
pass
def extract_answer(self, response, row, **kwargs):
pass