AI News
Meta's Ax cuts ML model bloat by 40% using constrained Bayesian search
MarkTechPost · Aug 6, 2026 · 2 min read
You know the drill: better accuracy usually means a bigger, slower model. Meta's Ax library offers a way out of that tr...
Topic: model-compression
5 articles
Explore our coverage of model-compression — 5 curated articles, summaries, and related resources from the Inblix archive.
Research
Falcon-Edge proves 1.58-bit models can match 16-bit rivals—and you can fine-tune them
Hugging Face Blog · May 15, 2025 · 2 min read
The Falcon-Edge series tackles the central headache of extreme model compression head-on: you usually have to pick betw...
Research
Intel's AutoRound shrinks LLMs to 2-bit with only 37 minutes of GPU time
Hugging Face Blog · Apr 29, 2025 · 2 min read
Here's a number that makes other quantization researchers wince: 2.1x higher relative accuracy at 2-bit precision. That...
Research
NVIDIA’s KVPress toolkit slashes 1M-token Llama 3 memory from 330GB to fit on a single GPU
Hugging Face Blog · Jan 23, 2025 · 3 min read
If you’ve ever tried to run a model with a million-token context window, you already know the math is brutal. For Llama...
Research
The world’s smallest VLM is here at 256M parameters, beating 80B models from 17 months ago
Hugging Face Blog · Jan 23, 2025 · 2 min read
Hugging Face just shrank its vision language models down to sizes that would have sounded like a joke a year and a half...