Local AI Advisor

DeepSeek-V4.1-Flash on local hardware

Estimated comfort for repository coding with Aider on a MacBook Pro M4 Pro 48GB.

DeepSeek-V4.1-FlashOpen source

deepseek-ai · mit · 1,367,081 downloads

Hugging Face
Mixture of expertsVisionReasoning / thinking mode
Parameters
763B exact
Active per token
≈227B (6 of 384 experts)
Context window
64K tokensRoPE-extended to 1M (quality degrades past native — treat long-context ratings as optimistic)
Attention
Sliding-window + global layers
Layers · KV heads · head dim
40 · 1 · 512
KV cache
0 KB/token · 0.0 GB at 32K
Tool calling
good (from chat template)
Thinking
good (from chat template)
Vision
good (from config)
Commercial use
allowedRetain the required license and attribution notices
Import confidence
medium · capabilities estimated

Weights by quantization

MXFP4

467 GB

gguf file size

  • • Uses a compressed / sparse attention scheme; KV-cache size is approximate.
  • • Context native 65536, rope-extended to 1048576 (yarn); quality degrades past native — treat long-context ratings as optimistic.
  • • vision: good, inferred from config (low confidence).
  • • Capability ratings are estimated from model size and name — this model hasn't been assessed by hand.
  • • GGUF sizes come from community conversions matched by model name; equivalence and runtime support are not verified. MLX conversion availability is unverified.

DeepSeek-V4.1-Flash — MXFP4

Does not fit in memory

Does Not Fit

Needs ≈386 GB but only ≈37 GB is available after the OS, other apps and Aider.

High confidence
Check with your hardware and workload