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| // Copyright 2025 The ODML 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. | |
| namespace litert::lm { | |
| namespace { | |
| using ::testing::ElementsAre; | |
| using ::testing::status::IsOkAndHolds; | |
| using ::testing::status::StatusIs; | |
| TEST(TokenIdUtilTest, PreprocessTokenIds) { | |
| std::vector<int> token_ids = {1, 2, 3, 4, 5}; | |
| EXPECT_OK(PreprocessTokenIds(token_ids, /*start_token_id=*/0, | |
| /*max_num_tokens=*/10, | |
| /*context_length_ratio_threhold=*/0.9f)); | |
| EXPECT_THAT(token_ids, ElementsAre(0, 1, 2, 3, 4, 5)); | |
| } | |
| TEST(TokenIdUtilTest, PreprocessTokenIdsExceeedThreshold) { | |
| std::vector<int> token_ids = {1, 2, 3, 4, 5, 6, 7, 8, 9}; | |
| EXPECT_THAT(PreprocessTokenIds(token_ids, /*start_token_id=*/0, | |
| /*max_num_tokens=*/10, | |
| /*context_length_ratio_threhold=*/0.9f), | |
| StatusIs(absl::StatusCode::kInvalidArgument)); | |
| } | |
| TEST(TokenIdUtilTest, StopTokenFoundTrue) { | |
| std::vector<int> decoded_token_ids = {0, 2, 0, 4, 5}; | |
| std::vector<bool> stop_token_found = {false, true, false, true, true}; | |
| EXPECT_THAT(StopTokenFound(decoded_token_ids, /*stop_token_ids=*/{0}, | |
| stop_token_found), | |
| IsOkAndHolds(true)); | |
| } | |
| TEST(TokenIdUtilTest, MultiStopTokenFoundTrue) { | |
| std::vector<int> decoded_token_ids = {0, 2, 1, 4, 5}; | |
| std::vector<bool> stop_token_found = {false, true, false, true, true}; | |
| EXPECT_THAT(StopTokenFound(decoded_token_ids, /*stop_token_ids=*/{0, 1}, | |
| stop_token_found), | |
| IsOkAndHolds(true)); | |
| } | |
| TEST(TokenIdUtilTest, StopTokenFoundFalse) { | |
| std::vector<int> decoded_token_ids = {0, 2, 0, 4, 5}; | |
| std::vector<bool> stop_token_found = {false, false, false, false, false}; | |
| EXPECT_THAT(StopTokenFound(decoded_token_ids, /*stop_token_ids=*/{0}, | |
| stop_token_found), | |
| IsOkAndHolds(false)); | |
| EXPECT_THAT(stop_token_found, ElementsAre(true, false, true, false, false)); | |
| } | |
| TEST(TokenIdUtilTest, StopTokenFoundInvalidInput) { | |
| std::vector<int> decoded_token_ids = {1, 2, 3, 4, 5}; | |
| std::vector<bool> stop_token_found = {false, false, false, false}; | |
| EXPECT_THAT(StopTokenFound(decoded_token_ids, /*stop_token_ids=*/{4}, | |
| stop_token_found), | |
| StatusIs(absl::StatusCode::kInvalidArgument)); | |
| } | |
| } // namespace | |
| } // namespace litert::lm | |