init-commit

examples/verl_usage/bootcamp_reward_for_verl.py

@@ -0,0 +1,54 @@
+# Copyright 2024 Bytedance Ltd. and/or its affiliates
+#
+# 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.
+# from . import gsm8k, math, prime_math, prime_code
+
+def _default_compute_score(data_source, solution_str, ground_truth, extra_info=None):
+
+    if data_source == 'openai/gsm8k':
+        from . import gsm8k
+        res = gsm8k.compute_score(solution_str, ground_truth)
+    elif data_source in ['lighteval/MATH', 'DigitalLearningGmbH/MATH-lighteval']:
+        from . import math_data
+        res = math_data.compute_score(solution_str, ground_truth)
+    elif data_source in [
+            'numina_aops_forum', 'numina_synthetic_math', 'numina_amc_aime', 'numina_synthetic_amc', 'numina_cn_k12',
+            'numina_olympiads'
+    ]:
+        from . import prime_math
+        res = prime_math.compute_score(solution_str, ground_truth)
+    elif data_source in ['codecontests', 'apps', 'codeforces', 'taco']:
+        from . import prime_code
+        res = prime_code.compute_score(solution_str, ground_truth, continuous=True)
+    elif data_source.startswith("bootcamp/"):    
+        try:
+            import importlib
+            import json
+            bootcamp_name = data_source.split('/')[1]
+            class_name = bootcamp_name[0].upper() + bootcamp_name[1:] + "bootcamp"
+            module = importlib.import_module(f"internbootcamp")
+            ground_truth = json.loads(ground_truth)
+            return getattr(module, class_name).verify_score(solution_str, ground_truth, format_score=0)
+        except Exception as e:
+            print("Something woring with bootcamp reward because of ",e)
+            return 0
+    else:
+        raise NotImplementedError
+
+    if isinstance(res, (int, float, bool)):
+        return float(res)
+    else:
+        return float(res[0])
+
+
+    # print('solution string (generated raw output)', solution_str.replace('\n', ''))