AMEVA-Runtime (Python)
Next-Gen Unified On-Device Hardware Orchestration & 6-Modality AI Acceleration Runtime (with BitNet 1.58-bit Vulkan Compute) for Mobile & Edge
Installation
pip install ameva-runtime
Quickstart
import ameva_runtime as ameva
from ameva_runtime import vulkan
# Inspect hardware
profile = ameva.detect_hardware()
print(f"Target: {profile.soc_name} | {profile.gpu_vendor}")
# Run diagnostics
doc = vulkan.Doctor()
report = doc.run_self_test()
print(f"Passed: {report.passed_stages}/{report.total_stages}")
Empirical Benchmarks
- Galaxy S25 (Adreno 830):
- BitNet 1.58-bit LLM: 17.558 t/s (12.58x speedup), Prompt Eval 205.9 ms.
- Qwen2.5-0.5B LLM: 35.80 t/s (25/25 VRAM layers).
- Whisper STT: 4,401 ms, TTS: RTF 0.264x (medium) / 0.993x (high-fp16).
- Galaxy A35 (Mali-G68 MP5):
- BitNet 1.58-bit LLM: 3.471 t/s (5.94x speedup), Prompt Eval 1,552.8 ms.
- Qwen2.5-0.5B LLM: 4.44 t/s (+26.9% vs NEON).
- Whisper STT: 360.60s (2.26x speedup), TTS: RTF 1.146x.
Documentation
License
Apache-2.0 License. Copyright (c) 2026 Eunho Kim (@uno-km).
1 maintainer
Release files for ameva-runtime 2.5.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| ameva_runtime-2.5.1.tar.gz | 79.5 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| ameva_runtime-2.5.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 169.0 kB
Release files / ameva_runtime-2.5.1.tar.gz
| Download URL | ameva_runtime-2.5.1.tar.gz |
|---|---|
| Size | 79.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
4382f25f1e298115463fbb8ce8e32377b62d7d0b88af912e26d9ab78bc42d545
|
|
BLAKE2b-256 checksum How to use checksums |
d75c197699a30a4a6b2c233cc88391198c0597430849c7f00e74ba1a7b3a2c2d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.16
|
Release files / ameva_runtime-2.5.1-py3-none-any.whl
| Download URL | ameva_runtime-2.5.1-py3-none-any.whl |
|---|---|
| Size | 89.5 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
d8b93f37c08088d0172f4f65b9583e7e3402195ba3d85bc8a75d9619b5d18998
|
|
BLAKE2b-256 checksum How to use checksums |
054ef0ba97004f9d77cfd12d86964968cfbed52059d8acb68ef4831cd8e467cf
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.16
|
