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10 | 10 |
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11 | 11 | namespace LLMUnityTests
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12 | 12 | {
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| 13 | + public class TestLLMLoras |
| 14 | + { |
| 15 | + [Test] |
| 16 | + public void TestLLMLorasAssign() |
| 17 | + { |
| 18 | + GameObject gameObject = new GameObject(); |
| 19 | + gameObject.SetActive(false); |
| 20 | + LLM llm = gameObject.AddComponent<LLM>(); |
| 21 | + |
| 22 | + string lora1 = "/tmp/lala"; |
| 23 | + string lora2Rel = "test/lala"; |
| 24 | + string lora2 = LLMUnitySetup.GetAssetPath(lora2Rel); |
| 25 | + LLMUnitySetup.CreateEmptyFile(lora1); |
| 26 | + LLMUnitySetup.CreateEmptyFile(lora2); |
| 27 | + |
| 28 | + llm.AddLora(lora1); |
| 29 | + llm.AddLora(lora2); |
| 30 | + Assert.AreEqual(llm.lora, lora1 + " " + lora2); |
| 31 | + Assert.AreEqual(llm.loraWeights, "1 1"); |
| 32 | + |
| 33 | + llm.RemoveLoras(); |
| 34 | + Assert.AreEqual(llm.lora, ""); |
| 35 | + Assert.AreEqual(llm.loraWeights, ""); |
| 36 | + |
| 37 | + llm.AddLora(lora1, 0.8f); |
| 38 | + llm.AddLora(lora2Rel, 0.9f); |
| 39 | + Assert.AreEqual(llm.lora, lora1 + " " + lora2); |
| 40 | + Assert.AreEqual(llm.loraWeights, "0.8 0.9"); |
| 41 | + |
| 42 | + llm.SetLoraScale(lora2Rel, 0.7f); |
| 43 | + Assert.AreEqual(llm.lora, lora1 + " " + lora2); |
| 44 | + Assert.AreEqual(llm.loraWeights, "0.8 0.7"); |
| 45 | + |
| 46 | + llm.RemoveLora(lora2Rel); |
| 47 | + Assert.AreEqual(llm.lora, lora1); |
| 48 | + Assert.AreEqual(llm.loraWeights, "0.8"); |
| 49 | + |
| 50 | + llm.AddLora(lora2Rel); |
| 51 | + llm.SetLoraScale(lora2Rel, 0.5f); |
| 52 | + Assert.AreEqual(llm.lora, lora1 + " " + lora2); |
| 53 | + Assert.AreEqual(llm.loraWeights, "0.8 0.5"); |
| 54 | + |
| 55 | + llm.SetLoraScale(lora2, 0.1f); |
| 56 | + Assert.AreEqual(llm.lora, lora1 + " " + lora2); |
| 57 | + Assert.AreEqual(llm.loraWeights, "0.8 0.1"); |
| 58 | + |
| 59 | + File.Delete(lora1); |
| 60 | + File.Delete(lora2); |
| 61 | + } |
| 62 | + } |
| 63 | + |
13 | 64 | public class TestLLM
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14 | 65 | {
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15 | 66 | protected static string modelUrl = "https://huggingface.co/afrideva/smol_llama-220M-openhermes-GGUF/resolve/main/smol_llama-220m-openhermes.q4_k_m.gguf?download=true";
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