Meta description: Deep dive into Android memory profiling — native heap fragmentation with jemalloc/scudo, ART GC pause attribution, and RSS ceilings for 3–4GB mid-range devices with real thresholds. Tags: android mobile architecture kotlin backend Most teams open Android Studio’s Memory Profiler,…
So the working rule is: weights + context ≤ ¾ of your Mac's RAM. You can raise the GPU limit with sysctl iogpu.wired_limit_mb, but then apps get less and macOS starts swapping. Setup: Apple M5, 16 GB, Ollama 0.31, MLX builds. Each model ran in three…
Half-Life: Alyx now lets PC players enable foveated rendering, reducing graphics work in parts of the image outside the area of interest. Valve’s October 26 update also improves reprojection quality when the game runs natively on Steam Frame. The desktop option…
Introducing Together Post-Training: Better models, faster runs, lower costs → Introducing Together Link: Run open models inside the harness you already use → The Open Source AI Stack: models, inference, routers, harnesses & tools → GLM-5.3 vs. GLM 5.3 Flash on DeepSWE → ⚡ On-demand B200s now available…
A 7B model is the honest ceiling for LoRA fine-tuning on a 16 GB consumer card, not because anything bigger throws an error, but because a 14B model silently spills into system memory and runs 50 times slower without ever reporting a failure. Does…
Modder ‘starinite’ has released new mods that add support for NVIDIA DLSS and AMD FSR in three of Rebellion’s games. These three games are Sniper Elite 4, Sniper Elite 5, and Atomfall. To be more precise, these mods add NVIDIA DLAA with…
People ask "is a 3090 as fast as an L40S?" and want one number. I measured both on my own rented... Tagged with llm, gpu, vllm, benchmark. People ask "is a 3090 as fast as an L40S?" and want one number. I measured both…
I rented one RTX 3090 at $0.259/hour, served Qwen2.5-7B-Instruct with vLLM 0.27.1 and default flags, and kept it busy for 60 seconds at 1, 4, 16 and 64 requests at once. Each request had a prompt of about 512 tokens and a 256-token answer. 0 errors at every level.
Palit has denied reports that GALAX & KFA2 are ending their buisnesses, but constrained GPU supply causes uncertainty. Back in April, we were the first to report that GALAX & KFA2 would merge with Palit as the latter took full control of the businesses.
Rarely has a destroyed world been so appealing: This or something similar could sum up the visuals of Dying Light 2. The developer Techland, who was responsible for the western series Call of Juarez in the past, has managed to create…
GPUs for gaming and creation—performance, drivers, ray tracing, and upscalers.
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