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Finance & audit
Qwen2.5-VL-7B-Instruct7B-class vision-language model · Image + text
Qwen3-14B14.8B parameters · 32,768-token native context

Qwen2.5-VL-7B-Instruct + Qwen3-14B · Finance & audit

$100.00

Read invoice images and tables, compare line items against purchase orders and flag price or quantity differences for an audit trail.

  • Invoice comparison
  • Table extraction
  • Document comparison
  • Structured extraction

Open your workspace

Extract fields from a document image, compare them with the purchase order and review amounts against the original before exporting notes.

Installed models and apps

Qwen2.5-VL-7B-Instruct + Qwen3-14B. 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?

Qwen2.5-VL-7B-Instruct + Qwen3-14B · Finance & audit

Installed before shipping

Our installation partners install Qwen2.5-VL-7B-Instruct and Qwen3-14B and set up Ollama and AnythingLLM for local use before your computer ships.

Your package includes a finance workspace and an invoice-reconciliation template and a quick-start guide.

When you turn it on

Open an invoice image and its purchase order. Extract the line items, compare quantities and amounts, and draft a discrepancy list for review.

Installed before shipping

Our installation partners install Qwen2.5-VL-7B-Instruct and Qwen3-14B and set up Ollama and AnythingLLM for local use before your computer ships.

Your package includes a finance workspace and an invoice-reconciliation template and a quick-start guide.

When you turn it on

Open an invoice image and its purchase order. Extract the line items, compare quantities and amounts, and draft a discrepancy list for review.