Phase 5: unit tests for tier matrix
Browse files
app/src/test/java/io/github/abrarul/modularai/RecommendTest.kt
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
package io.github.abrarul.modularai
|
| 2 |
+
|
| 3 |
+
import io.github.abrarul.modularai.model.DeviceProfiler
|
| 4 |
+
import io.github.abrarul.modularai.model.Profile
|
| 5 |
+
import io.github.abrarul.modularai.model.Tier
|
| 6 |
+
import org.junit.Assert.assertEquals
|
| 7 |
+
import org.junit.Assert.assertTrue
|
| 8 |
+
import org.junit.Test
|
| 9 |
+
|
| 10 |
+
class RecommendTest {
|
| 11 |
+
private fun p(total: Long, avail: Long, tier: Tier) =
|
| 12 |
+
Profile("x", "arm64-v8a", 8, total, avail, 50_000, false, 100.0, tier)
|
| 13 |
+
|
| 14 |
+
@Test fun lowRamPicksTinyQuantAndSmallContext() {
|
| 15 |
+
val r = DeviceProfiler.recommend(p(2_000, 800, Tier.ULTRA_LIGHT))
|
| 16 |
+
assertEquals("IQ2_XS", r.quant)
|
| 17 |
+
assertEquals(2048, r.contextTokens)
|
| 18 |
+
}
|
| 19 |
+
|
| 20 |
+
@Test fun midRamAllowsSevenBClassModels() {
|
| 21 |
+
val r = DeviceProfiler.recommend(p(8_000, 6_000, Tier.BALANCED))
|
| 22 |
+
assertTrue(r.maxParamsB >= 3.0)
|
| 23 |
+
assertEquals("Q4_K_M", r.quant)
|
| 24 |
+
}
|
| 25 |
+
|
| 26 |
+
@Test fun highRamUnlocksBiggerContext() {
|
| 27 |
+
val r = DeviceProfiler.recommend(p(16_000, 12_000, Tier.POWER))
|
| 28 |
+
assertTrue(r.contextTokens >= 4096)
|
| 29 |
+
}
|
| 30 |
+
}
|