// Copyright 2024 Google LLC // SPDX-License-Identifier: Apache-2.0 // // 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 // // https://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. #include #include #include #include "evals/benchmark_helper.h" #include "gemma/configs.h" #include "gemma/gemma.h" #include "io/io.h" #include "util/allocator.h" #include "hwy/tests/hwy_gtest.h" #include "paligemma/paligemma_helper.h" // This test can be run manually with the downloaded PaliGemma weights. // It should pass for `paligemma-3b-mix-224` and `paligemma2-3b-pt-448`. namespace gcpp { namespace { // Shared state. Requires argc/argv, so construct in main and use the same raw // pointer approach as in benchmarks.cc. Note that the style guide forbids // non-local static variables with dtors. GemmaEnv* s_env = nullptr; class PaliGemmaTest : public ::testing::Test { protected: void TestQuestion(const char* question, const char* expected_substring) { ASSERT_NE(s_env->GetGemma(), nullptr); std::string path = "paligemma/testdata/image.ppm"; PaliGemmaHelper paligemma_helper(s_env); paligemma_helper.InitVit(path); const std::string reply = paligemma_helper.GemmaReply(question); fprintf(stderr, "'%s'\n\n", reply.c_str()); EXPECT_TRUE(reply.find(expected_substring) != std::string::npos); // NOLINT } std::unique_ptr image_tokens_; }; TEST_F(PaliGemmaTest, QueryObjects) { ASSERT_NE(s_env->GetGemma(), nullptr); const char* question = "answer en What objects are in the image?"; // 3B PT/Mix 224, 10B Mix 224 const char* expected_substring = "Building, Tower"; const Model model = s_env->GetGemma()->Config().model; if (model == Model::PALIGEMMA2_3B_448) { expected_substring = "Lake."; } else if (model == Model::PALIGEMMA2_10B_224) { expected_substring = "Building."; } TestQuestion(question, expected_substring); } } // namespace } // namespace gcpp int main(int argc, char** argv) { testing::InitGoogleTest(&argc, argv); gcpp::InternalInit(); gcpp::GemmaEnv env(argc, argv); gcpp::s_env = &env; return RUN_ALL_TESTS(); }