Findings

What Worked

Termux access over SSH through adb forward
Vulkan device discovery on the target phone
Patched local build of llama-cli and llama-finetune-lora
TQ1 inference with a published biomedical adapter
TQ2 tiny checkpoint progression during LoRA fine-tuning
TQ2 checkpoint-based fast inference with shortened settings

What Did Not Work Cleanly

Treating the b7336 Android asset as a ready-to-run Termux CLI bundle
Verifying the final --output-adapter path as the public success case
Claiming repeated-run stability or production readiness
Trusting Termux-local CPU telemetry alone for Android 15 resource inspection

Monitoring Takeaway

The repository now carries two complementary monitoring routes:

Termux-side TUIs for quick process and bandwidth inspection
a Windows-side adb watcher for per-core CPU usage bars, frequency lines, and memory summaries

That split matters because newer Android permissions can limit what Termux-local /proc readers can see.

Suggested Reading Order