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Research & teaching
Qwen3-32B32.8B parameters · 32,768-token native context
BGE-M31,024-dimensional multilingual embeddings

Qwen3-32B + BGE-M3 · Research & teaching

$100.00

Query a library of papers by topic, compare methods across sources and turn the evidence into research briefs or teaching material.

  • Document search
  • Literature review
  • Document comparison
  • Source-backed Q&A

Open your workspace

Import your readings, ask for a methods comparison and review the cited pages before drafting your lesson or literature notes.

Installed models and apps

Qwen3-32B + BGE-M3. AnythingLLM with Ollama. Includes a local workspace, a task template and a quick-start guide for this workflow.

Workstation benchmarks

AI Max+ 395 · 128 GB

Average text generation rates above 60 tokens/s, measured in LM Studio.

Gemma-4-E2B91 tokens/s
Qwen3.6-35B-A3B71 tokens/s
gpt-oss-20b66.4 tokens/s
What does this AI preinstallation service do?

Qwen3-32B + BGE-M3 · Research & teaching

Installed before shipping

Our installation partners install Qwen3-32B and BGE-M3 and set up Ollama and AnythingLLM for local use before your computer ships.

Your package includes a research library workspace and a paper-comparison template and a quick-start guide.

When you turn it on

Add two papers to compare methods, sample sizes and findings. Use the cited passages to prepare a reading brief or seminar questions.

Installed before shipping

Our installation partners install Qwen3-32B and BGE-M3 and set up Ollama and AnythingLLM for local use before your computer ships.

Your package includes a research library workspace and a paper-comparison template and a quick-start guide.

When you turn it on

Add two papers to compare methods, sample sizes and findings. Use the cited passages to prepare a reading brief or seminar questions.