Articles tagged "Japanese LLM"

On-device deep dive on Liquid AI's two Japanese-specialized models released on Hugging Face in early June 2026: **`LFM2.5-1.2B-JP-202606`** (language, 1.17B params, 32K context) and **`LFM2.5-Audio-1.5B-JP`** (1.2B language core + 115M FastConformer encoder, 24kHz, Speech-to-Speech). Grounded in the official model cards and Liquid AI blog. Covers the **Liquid Neural Network-derived architecture** (16 layers = 10 LIV convolution + 6 GQA), the sub-2B-class leadership benchmarks (JMMLU 54.19 / J-MIFEval 79.08 / J-GSM8K 62.20), audio ASR with CommonVoice 8 (ja) CER 4.42 — about half of Whisper-large-v3 — but **trailing Whisper on JSUT and ReazonSpeech (domain-dependent gap)**, the non-Apache **LFM Open License v1.0**, hardware support across Apple Silicon / AMD Ryzen AI / Qualcomm / NVIDIA / mobile CPU, competitive positioning vs Gemma 4 12B / Qwen 3.5 / TinySwallow / Sarashina, and adoption guidance for Japanese on-device AI, call centers, meeting notes, and in-person retail.