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Original file line number Diff line number Diff line change
Expand Up @@ -63,7 +63,8 @@ public class MainActivity extends AppCompatActivity implements Runnable, LlmCall
private ImageButton mCameraButton;
private ListView mMessagesView;
private MessageAdapter mMessageAdapter;
private LlmModule mModule = null;
private List<LlmModule> mLoadedModules = new ArrayList<>();
private LlmModule mActiveModule = null;
private Message mResultMessage = null;
private ImageButton mSettingsButton;
private TextView mMemoryView;
Expand Down Expand Up @@ -145,16 +146,17 @@ private void setLocalModel(

long runStartTime = System.currentTimeMillis();
// Create LlmModule with dataPath
mModule =
mActiveModule =
new LlmModule(
ModelUtils.getModelCategory(
mCurrentSettingsFields.getModelType(), mCurrentSettingsFields.getBackendType()),
modelPath,
tokenizerPath,
temperature,
dataPath);
mLoadedModules.add(mActiveModule);

int loadResult = mModule.load();
int loadResult = mActiveModule.load();
long loadDuration = System.currentTimeMillis() - runStartTime;
String modelLoadError = "";
String modelInfo = "";
Expand Down Expand Up @@ -186,7 +188,7 @@ private void setLocalModel(

if (mCurrentSettingsFields.getModelType() == ModelType.LLAVA_1_5) {
ETLogging.getInstance().log("Llava start prefill prompt");
startPos = mModule.prefillPrompt(PromptFormat.getLlavaPresetPrompt());
startPos = mActiveModule.prefillPrompt(PromptFormat.getLlavaPresetPrompt());
ETLogging.getInstance().log("Llava completes prefill prompt");
}
}
Expand Down Expand Up @@ -658,7 +660,7 @@ private void showMediaPreview(List<Uri> uris) {
ETImage img = processedImageList.get(0);
ETLogging.getInstance().log("Llava start prefill image");
startPos =
mModule.prefillImages(
mActiveModule.prefillImages(
img.getInts(),
img.getWidth(),
img.getHeight(),
Expand Down Expand Up @@ -687,7 +689,7 @@ private void onModelRunStarted() {
mSendButton.setImageResource(R.drawable.baseline_stop_24);
mSendButton.setOnClickListener(
view -> {
mModule.stop();
mActiveModule.stop();
});
}

Expand Down Expand Up @@ -738,21 +740,21 @@ public void run() {
mCurrentSettingsFields.getModelType(),
mCurrentSettingsFields.getBackendType())
== ModelUtils.VISION_MODEL) {
mModule.generate(
mActiveModule.generate(
finalPrompt, ModelUtils.VISION_MODEL_SEQ_LEN, MainActivity.this, false);
} else if (mCurrentSettingsFields.getModelType() == ModelType.LLAMA_GUARD_3) {
String llamaGuardPromptForClassification =
PromptFormat.getFormattedLlamaGuardPrompt(rawPrompt);
ETLogging.getInstance()
.log("Running inference.. prompt=" + llamaGuardPromptForClassification);
mModule.generate(
mActiveModule.generate(
llamaGuardPromptForClassification,
llamaGuardPromptForClassification.length() + 64,
MainActivity.this,
false);
} else {
ETLogging.getInstance().log("Running inference.. prompt=" + finalPrompt);
mModule.generate(
mActiveModule.generate(
finalPrompt,
(int) (finalPrompt.length() * 0.75) + 64,
MainActivity.this,
Expand Down