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Qwen 2.5 7B

Reviewed 2026-06-16
Alibaba (Ollama)ollama/qwen2.5-7b
Context
128K
Price
Free
Tooling
3/5
Deploy
Local (self-hosted)

Best for

  • Writing and editing code
  • Private, offline use on your own hardware

Skip if

  • You want a managed, zero-setup API

Capability scores

Tool calling3/5
Multi-step reasoning2/5

Specifications

Context window
128K tokens
VRAM
~6GB
License
apache-2.0
Pricing
Free to run · needs ~6GB GPU
Deployment
Local (self-hosted)

Our take

Qwen 2.5 7B from Alibaba (Ollama) offers a 128K-token context window and is well-suited to coding. It runs on your own hardware, so there is no per-token cost and your data stays private (plan for roughly 6GB of VRAM).

Watch for the trade-offs: there is no managed API — you run and maintain it yourself.

Compare to

Gemma 3 27B
Google (Ollama)
128K context · Free to run · needs ~16GB GPU
Llama 3.1 70B
Meta (Ollama)
128K context · Free to run · needs ~40GB GPU
Mistral Nemo 12B
Mistral (Ollama)
128K context · Free to run · needs ~8GB GPU
Best LLMs for a 24GB GPU →Best LLMs for an 8GB GPU →Best Local LLMs for Hermes Agent →Local & Open-Weight LLMs →

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