Does It Run Local?

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MODEL COMPARISON

Qwen2.5-7B-Instruct vs Mistral-7B-Instruct-v0.3

Qwen2.5-7B-Instruct and Mistral-7B-Instruct-v0.3 need about the same memory (within 1 GB): about 8 GB and about 7 GB. Qwen2.5-7B-Instruct has one runtime in release (Ollama). Mistral-7B-Instruct-v0.3 has one runtime in release (Ollama).

SIDE BY SIDE

CompareQwen2.5-7B-InstructMistral-7B-Instruct-v0.3
Memory neededabout 8 GB · Up to 8 GB (laptop)about 7 GB · Up to 8 GB (laptop)
Recommended quantQ4_K_M · 4.7 GBQ4_K_M · 4.4 GB
llama.cpp supportArchitecture listedChecked 26 Oct 2026Architecture listedChecked 26 Oct 2026
Ollama supportReleasedChecked 26 Oct 2026ReleasedChecked 26 Oct 2026
LM Studio supportUpload availableChecked 26 Oct 2026Upload availableChecked 26 Oct 2026
MLX / mlx-lm supportArchitecture listedChecked 26 Oct 2026UnknownChecked 26 Oct 2026
vLLM supportArchitecture listedChecked 26 Oct 2026Architecture listedChecked 26 Oct 2026
ReleasedSep 16, 2024May 22, 2024
LicenseNot recorded in this snapshot — see the model card ↗Not recorded in this snapshot — see the model card ↗
PublisherQwenmistralai
Downloads5.7M1.7M
Model pageOpen Qwen2.5-7B-Instruct ↗Open Mistral-7B-Instruct-v0.3 ↗
Fits these setups
  • Mac 16 GBRuns well
  • Mac 24 GBRuns well
  • Mac 32 GBRuns well
  • Mac 64 GBRuns well
  • GPU 8 GB + 32 GB RAMRuns well
  • GPU 12 GB + 32 GB RAMRuns well
  • GPU 16 GB + 32 GB RAMRuns well
  • GPU 24 GB + 64 GB RAMRuns well
  • CPU 32 GBRuns well
  • CPU 64 GBRuns well
  • Mac 16 GBRuns well
  • Mac 24 GBRuns well
  • Mac 32 GBRuns well
  • Mac 64 GBRuns well
  • GPU 8 GB + 32 GB RAMRuns well
  • GPU 12 GB + 32 GB RAMRuns well
  • GPU 16 GB + 32 GB RAMRuns well
  • GPU 24 GB + 64 GB RAMRuns well
  • CPU 32 GBRuns well
  • CPU 64 GBRuns well

Memory needed is the same estimate shown on each model page: the recommended observed file plus 20% headroom and a 1.5 GB runtime allowance. See which setups fit →

These are estimates from observed file sizes, not benchmarks. They don’t account for long contexts or the KV cache, and fitting does not establish runtime compatibility or speed.