A Steam Machine Clone For An Indeterminate but Possibly Low Cost https://hackaday.com/2026/01/02/a-steam-machine-clone-for-an-indeterminate-but-possibly-low-cost/
#Games #Amd #APU #Bazzite #Gaming #Gpu #Mininghardware #Ps5 #Steam #Steammachine #Unifiedmemory

GB10/DGX Spark: 128GB bộ nhớ thống nhất liệu có đủ bù cho tốc độ token chậm? Với ngân sách $4.000, liệu dung lượng lớn có thực sự đẩy nhanh hiệu suất xử lý dự án web/lớn, chạy đa task (architect + coder + QA bot) so với RTX/Mac Studio? Cần kinh nghiệm từ người dùng thật về workflow lập trình AI kết hợp code nhanh. #AI #MáyTính #LậpTrình #Tech #UnifiedMemory #Workstation #VibeCoding

https://www.reddit.com/r/LocalLLaMA/comments/1py1jx9/gb10_dgx_spark_owners_is_128gb_unified_memory/

Người dùng thử chạy Deepseek-r1:70b LLM trên PC có 128GB bộ nhớ thống nhất (unified memory) nhưng thất bại. Nguyên nhân: model này cần ~55-60GB VRAM tương đương, vượt quá khả năng của APU tiêu dùng, ngay cả với bộ nhớ lớn. Điều này cho thấy giới hạn của unified memory khi xử lý các mô hình AI lớn.
#LLM #AI #Hardware #LocalAI #UnifiedMemory #DeepSeek #MáyTính #TríTuệNhânTạo

https://www.reddit.com/r/LocalLLaMA/comments/1pfl0d8/how_big_an_open_source_model_can_i_run_on_128_gb/

Wie viel RAM braucht ihr für Apple Intelligence?
Apples neue KI-Funktionen lassen sich nicht auf jedem Gerät problemlos nutzen. Entscheidend ist dabei weniger der Prozessor – vielmehr spielt der Arbeitsspeicher (RAM) eine zentrale Rolle.
Apple Intelligenc
https://www.apfeltalk.de/magazin/news/wie-viel-ram-braucht-ihr-fuer-apple-intelligence/
#KI #Mac #News #Apple #AppleIntelligence #AppleSilicon #Arbeitsspeicher #iPad #KI #M1 #M2 #M3 #M5 #MacBook #RAM #UnifiedMemory #Zukunftssicherheit

Wie viel Unified Memory benötigt ihr für euren Mac?
Beim Mac-Kauf ist die Frage nach der passenden Speicherausstattung besonders wichtig. Apples Systemarchitektur setzt neue Maßstäbe, lässt aber keine Aufrüstung nach dem Kauf zu.

Unterschiede bei den Mac-Modellen und der
https://www.apfeltalk.de/magazin/news/wie-viel-unified-memory-benoetigt-ihr-fuer-euren-mac/
#Mac #News #Apple #AppleSilicon #Arbeitsspeicher #M1 #M2 #M3 #M4 #M5 #Mac #MacBook #MacBookAir #MacBookPro #UnifiedMemory

Mô hình AI ngày càng lớn (ví dụ Gemini-3 có thể 1.2 TB), khiến việc chạy cục bộ trên GPU truyền thống khó khăn. Bộ nhớ hợp nhất (unified memory) được đề xuất là giải pháp tương lai. Apple và AMD (Strix Halo) đang đi đúng hướng. Xu hướng dài hạn có thể là tính toán trong bộ nhớ.

#AI #LocalAI #UnifiedMemory #Apple #AMD #CôngNghệ #TríTuệNhânTạo

https://www.reddit.com/r/LocalLLaMA/comments/1oph7jd/unified_memory_is_the_future_not_gpu_for_local_ai/

Apple stellt M5 vor, mit Fokus auf AI und mehr
Der neue Apple M5-Chip stellt die nächste Generation von Apples hauseigener Prozessortechnologie dar. Er wurde mit 3-Nanometer-Techno
https://www.apfeltalk.de/magazin/feature/apple-stellt-m5-vor-mit-fokus-auf-ai-und-mehr/
#Feature #iPad #Mac #3NanometerTechnologie #AppleIntelligence #AppleM5 #AppleSilicon #GPUArchitektur #IPadPro #KILeistung #MacBookPro #NeuralAccelerator #NeuralEngine #RayTracing #Speicherdurchsatz #UnifiedMemory #VisionPro

Apple Silicon: Sind Apples Chips mittlerweile zu gut?
Ein Kommentar von Michael Reimann, inspiriert von einem Video auf Apfeltalk.
Die Leistungsexplosion mit M1 und Co.
Mit dem Start des M1-Chips 2020 begann eine neue Ära bei Apple: Der Wechsel von Intel zu Apple
https://www.apfeltalk.de/magazin/editorsblog/apple-silicon-sind-apples-chips-mittlerweile-zu-gut/
#EditorsBlog #Mac #AppleChips #AppleIntelWechsel #AppleSilicon #M1Mac #M4Benchmark #M5 #MacStudio #MacBookUpgrade #UnifiedMemory

Apple testete MacBook Pro mit M3 Ultra: Details aus internem Leak
Apple kündigte Anfang des Jahres den Mac Studio mit dem leistungsstarken M3-Ultra-Chip an. Bislang ist dieser High-End-Chip exklusiv in diesem Desktop-Modell verfügbar. Ein aktueller Le
https://www.apfeltalk.de/magazin/news/apple-testete-macbook-pro-mit-m3-ultra-details-aus-internem-leak/
#Mac #News #Akkulaufzeit #Apple #Chip #CPU #GPU #HighEnd #Leak #M3Ultra #MacStudio #MacBookPro #notebook #UnifiedMemory #Wrmeentwicklung

Maar 8 GB = 16 GB toch? #unifiedmemory

#AMD #Instinct #MI300A #APU With #CDNA3 #GPU, #Zen4 #CPU & #UnifiedMemory Offers Up To 4x Speedup Versus Discrete GPUs In #HPC
Since the AMD Instinct MI300A accelerator uses a unified #HBM interface, it eliminates the need for data replication and does not require a #programming distinction between the host and the device memory spaces.
https://wccftech.com/amd-instinct-mi300a-apu-cdna-3-gpu-zen-4-cpu-unified-memory-up-to-4x-speedup-versus-discrete-gpus/

Aktualisierung der Mac-Studio-Reihe: Einblick in den M4 Chip
Apple plant eine umfassende Aktualisierung seiner Mac-Reihe ab Ende 2024, die bis ins Jahr 2025 andauern wird. Dies umfasst die Einführung des neuen M4 Chips, speziell für den mittelklassigen Desktop, den Mac Studio.

Die M4-Ch
https://www.apfeltalk.de/magazin/news/aktualisierung-der-mac-studio-reihe-einblick-in-den-m4-chip/
#Mac #News #Apple #KnstlicheIntelligenz #Leistungssteigerung #M4Chip #MacPro #MacStudio #UnifiedMemory

Didn’t understand Apple selling machines with 8GB and claiming it’s as good as traditional 16GB because it’s unified memory and compressed? Linking a paper on the the topic, not necessarily based on Apple’s implementation but quite useful. Maybe in a very general use case of a typical Apple user it makes sense and I suspect Apple has actual telemetry data but in most uses cases I can’t imagine someone needing 16, getting by with 8. https://jjfumero.github.io/files/papers/2023/jfumero-mplr2023-unified-memory.pdf #unifiedmemory #16vs8 #applenomics

I might work on a blog rant about the #unix on Desktop = #Workstation claim, albeit with a little nuance, that said, #workstations sold today aren’t necessarily free of Windows or #Linux, #Apple’s #UnifiedMemory lacks the Error Correction that #ECCRAM does and it might come to #MacPro’s after they dump #IntelXeon completely, and so on.