PiegonGate
10.5K posts

PiegonGate
@c15n32
Lyme and Mold survivor Performing Artist Pleb Pigeon Reiki Master Teacher Systems Engineer








wtf are ppl yapping about the ollama app is 39 times worse than lm studio in every single possible way? ui, model management, remote connections, chat, etc? what is this crap???


$300 mini PC running 26B parameter AI models at 20 tok/s. Minisforum UM790 Pro ($351) + AMD Radeon 780M iGPU + 48GB DDR5-5600 + 1TB NVMe. The secret: the 780M has no dedicated VRAM. It shares your DDR5 via unified memory. The BIOS says "4GB VRAM" but Vulkan sees the full pool. I'm allocating 21+ GB for model weights on a GPU with "4GB VRAM." The iGPU reads weights directly from system RAM at DDR5 bandwidth (~75 GB/s). MoE only activates 4B params per token = 2-4 GB of reads. That's why 20 tok/s works. What it runs: - Gemma 4 26B MoE: 19.5 tok/s, 110 tok/s prefill, 196K context - Gemma 4 E4B: 21.7 tok/s faster than some RTX setups - Qwen3.5-35B-A3B: 20.8 tok/s - Nemotron Cascade 2: 24.8 tok/s Dense 31B? 4 tok/s, reads all 18GB per token, bandwidth wall. MoE same quality? 20 tok/s. Full agentic workflows via @NousResearch Hermes agent with terminal, file ops, web, 40+ tools, all against local models. No API keys. Just a box on your desk. The RAM is the pain right now. DDR5 prices 3-4x what they were a year ago. But the compute is free forever after you buy it. @Hi_MINISFORUM @ggerganov llama.cpp + Vulkan + @UnslothAI GGUFs + @AMDRadeon RDNA 3. Fits in your hand. #LocalLLM #Gemma4 #llama_cpp #AMD #Radeon780M #MoE #LocalAI #AI #OpenSource #GGUF #HermesAgent #NousResearch #DDR5 #MiniPC #EdgeAI #UnifiedMemory #Vulkan #iGPU #RunItLocal #AIonDevice









🚨The Bible hid this story on purpose. Genesis 6 is "basically a cliff note" of something "clearly already well known by the audience" so well known the author didn't bother explaining it. According to Alberino, the full account lived in oral tradition and in a text the Church would later bury: The Book of Enoch. Specifically "the book of the Watchers" which is the story of "the descent of these beings, these heavenly beings, these celestial beings" who came down and "commingled with the daughters of men and copulated with them." Genesis skips the whole thing but the New Testament doesn't. Jude takes it "verbatim from the book of Enoch" and he "copies and pastes into his epistle a few verses straight out of 1 Enoch." Peter references "the angels who sinned" now "chained to the gloomy abyss, Tartarus." The canon Bible is directly citing a forbidden text. Full episode dropping soon. 👇

🚨SHOCKING: Candace Owens Was RIGHT: The French Freemason HIT SQUAD Exposed—The French Military Connected to the September 10th Hit. They called it a crazy conspiracy theory. They told you to stop asking questions. But the massive news breaking out of France today proves that Candace Owens was 100% correct about the deep-state network behind the assassination of Charlie Kirk. Here is what the establishment is desperately trying to suppress: Right now in Paris, 22 people are officially on trial for running a covert, military-grade hit squad out of the Athanor Masonic Lodge. Who is in the dock? High-ranking businessmen, police officers, and operatives from France's DGSE foreign intelligence service. The entire network unraveled when two assassins from the French Parachute Regiment—the exact military unit that wears the maroon berets Candace explicitly warned us about—were caught attempting a contract killing. Why? Because they believed the target was working for the Israeli Mossad. Remember how many times the establishment mysteriously repeated the number "33" in the immediate aftermath of Charlie's death? A 33-hour manhunt. The 33rd degree Scottish Rite. Lodge No. 33 in St. George. It wasn't a coincidence. It was blatant, public signaling by the syndicate that the hit was completed. These people are not smarter than you; they are just infinitely more evil. They operate a global, trillion-dollar war-for-profit machine. They mass murder, steal land, and build empires on top of the rubble. Charlie Kirk stepped on the toes of Benjamin Netanyahu and the CIA's endless war racket, making him the very first casualty of the Iran War. Candace isn't backing down, and neither are we. All roads lead to France and Israel. The syndicate operates in plain sight, but the veil is finally lifting. 🇺🇸⚓️ FOLLOW @RealCandaceO, RT and watch her FULL episode below. 👇








Make Japan the 51st state.















