A developer has published a step-by-step guide to building and training a byte-level BPE tokenizer from scratch, which was trained on 100 MiB of mC4 across eight languages to create an 8,192-token voc…
Ferrox v0.9.1, a pure-Rust GGUF inference engine, shipped today with MoE prefill on Apple Metal 2.4x faster, closing the gap to llama.cpp from 2.62x behind to 1.11x on OLMoE-1B-7B. The update also imp…
A developer demonstrates how to run fine-tuned large language models on Apple Silicon using MLX Swift bindings, bypassing CoreML's compilation latency. The approach uses lazy evaluation, direct loadin…
Neural networks can achieve lossless regression of cubic polynomials by internally accessing a variable closely related to the substitution used in the Cardano method, a technique invented in Milan 50…
Minisforum announced two Panther Lake-based mini PCs, the M2 Pro and MS-03, designed for local AI workloads. The M2 Pro delivers up to 180 TOPS of combined compute with an Intel Core Ultra X9 388H, wh…