60 lines
2.5 KiB
Java
60 lines
2.5 KiB
Java
package de.extio.lmlib.token;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import org.junit.jupiter.api.Disabled;
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import org.junit.jupiter.api.Test;
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import org.springframework.beans.factory.annotation.Autowired;
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import org.springframework.beans.factory.annotation.Qualifier;
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import org.springframework.boot.SpringBootConfiguration;
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import org.springframework.boot.test.context.SpringBootTest;
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import org.springframework.boot.test.context.SpringBootTest.WebEnvironment;
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import org.springframework.context.annotation.ComponentScan;
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import org.springframework.context.annotation.PropertySource;
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import org.springframework.web.reactive.function.client.WebClient;
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import de.extio.lmlib.profile.ModelCategory;
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import de.extio.lmlib.profile.ModelProfileService;
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@SpringBootTest(webEnvironment = WebEnvironment.NONE)
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@SpringBootConfiguration
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@ComponentScan(basePackages = "de.extio.lmlib")
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@PropertySource("classpath:/application-test.properties")
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public class TokenizerTest {
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private static final String TEXT = "Hello this is a text! How are you doing? The weather is great today! Super sunny shiny!!!";
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@Autowired
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private ModelProfileService modelProfileService;
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@Autowired
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@Qualifier("lmLibWebClientBuilder")
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private WebClient.Builder webClientBuilder;
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@Test
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void jTokkit() throws Exception {
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final var tokenizer = new JTokkitTokenizer();
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final var profile = this.modelProfileService.getModelProfile(ModelCategory.MEDIUM.getModelProfile());
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assertEquals(21, tokenizer.count(TEXT, profile));
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final var tokens = tokenizer.tokenize(TEXT, profile);
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assertEquals("[9906, 420, 374, 264, 1495, 0, 2650, 527, 499, 3815, 30, 578, 9282, 374, 2294, 3432, 0, 7445, 40798, 42299, 12340]", tokens.toString());
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assertEquals(TEXT, tokenizer.detokenize(tokens, profile));
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}
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/**
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* Tested with a Llama 3.1 8B model. The test will likely fail if you load a different model.
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*/
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@Disabled("Requires llama.cpp model profile")
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@Test
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void llamaServer() throws Exception {
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final var tokenizer = new LlamaServerTokenizer(this.webClientBuilder);
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final var profile = this.modelProfileService.getModelProfile(ModelCategory.MEDIUM.getModelProfile());
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assertEquals(21, tokenizer.count(TEXT, profile));
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final var tokens = tokenizer.tokenize(TEXT, profile);
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assertEquals("[9906, 420, 374, 264, 1495, 0, 2650, 527, 499, 3815, 30, 578, 9282, 374, 2294, 3432, 0, 7445, 40798, 42299, 12340]", tokens.toString());
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assertEquals(TEXT, tokenizer.detokenize(tokens, profile));
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}
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}
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