Can MacBook Air M3 8 GB run Reflection Beam (501B-A23B)?
8 GB unified · 100 GB/s memory bandwidth · Reflection Beam (501B-A23B) has 501B parameters (23B active per token).
Short answer
No. It doesn't fit in memory.
Needs ≈265 GB but only ≈0.5 GB is available after the OS, other apps and Open WebUI.
Why it doesn’t fit
Even its smallest practical version (MXFP4) needs about 265 GB for the model, its context memory and the runtime. After macOS (≈3.5 GB), a browser with a few tabs (≈3.0 GB) and Open WebUI (≈1.0 GB), MacBook Air M3 8 GB has about 0.5 GB left, so it’s 265 GB short.
Ways to make it work
Close everything else
Not enough on its own: with every other app closed it’s still about 262 GB short.
Pick a smaller model from the same family
No smaller Beam model in our catalog runs well here. See the other models below.
Get more memory
You’d want at least 273 GB of memory in total. The machines below are the cheapest that run it comfortably.
Check your exact setup
These pages assume typical settings. A shorter context or a lighter chat app can change the answer.
Check MacBook Air M3 8 GB
The same applies to every workload we rate (chat, coding questions, coding in a repository, agentic coding and long documents): they all need at least as much memory as chat.
Other models for MacBook Air M3 8 GB
The best-rated models for chat on this machine.
Nothing runs well next to other apps on this machine. With everything else closed, try MiniCPM5 2B, Llama 3.2 3B Instruct or Qwen3.5 4B; expect it to feel tight.
Everything MacBook Air M3 8 GB can runCheapest machines for Reflection Beam (501B-A23B)
Hardware rated comfortable or better for chat, lowest price first.
Different tool, context size or workload?
These pages use typical settings. The full check models your exact setup.