Matthew Weinbach
Electrical engineering is an engineering discipline concerned with the study, design, and application of equipment, devices, and systems that use electricity, electronics, and electromagnetism. It emerged as an identifiable occupation in the latter half of the 19th century after the commercializatio
Timeline
2- Research MilestoneApr 23, 2026
Achieved 395x RTFx optimization of Parakeet v3 on Apple M5 Max
View source- metric:
- 395x RTFx
- chip:
- M5 Max
- Research MilestoneMar 15, 2026
Reports achieving near-lossless LLM compression at 3.5 bits-per-weight on Apple Silicon
View source- compression ratio:
- 3.5 bpw
- quality loss:
- 1-2% of bf16 precision
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Recent Articles
2Developer Achieves 395x RTFx on M5 Max with Fastest Parakeet v3 for Apple ANE
+Developer @mweinbach has optimized the Parakeet v3 speech recognition model for Apple's Neural Engine, achieving a 395x real-time factor on an M5 Max
87 relevanceApple Silicon Achieves Near-Lossless LLM Compression at 3.5 Bits-Per-Weight, Claims Independent Tester
+Independent AI researcher Matthew Weinbach reports achieving near-lossless compression of large language models on Apple Silicon, storing models at 3.
87 relevance
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Sentiment History
| Week | Avg Sentiment | Mentions |
|---|---|---|
| 2026-W14 | 0.50 | 1 |
| 2026-W17 | 0.70 | 1 |