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vasuki 1.0.0

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@rahul05ranjan rahul05ranjan released this 10 Oct 12:23
v1.0.0
060b53a

The first stable release of vasuki and the VIC-2B model.

Ask a data file a question in plain words and get the answer as a table, computed on your own machine.

uvx --from git+https://github.com/rahul05ranjan/vasuki-vic vasuki ask "Total amount per vendor, highest first." -i invoices.csv

On macOS, Linux or Windows with Ollama, add --ollama.

Highlights

  • VIC-2B, a 1.55 GB planner model: rahul05ranjan/VIC-2B (MLX, Apple silicon) and rahul05ranjan/VIC-2B-GGUF (GGUF, for Ollama and llama.cpp).
  • vasuki ask --ollama: runs the model in the local Ollama and fetches it the first time.
  • Measured against a 120B-parameter model on questions real people wrote: 83.0% against 81.6% on 681 questions from Spider, 66.7% against 65.6% on 195 from BIRD. The eval sets and every stored answer are in the repository.
  • Documentation in docs/: usage, the plan format, agents, and evaluation.
  • Project policies: contributing guide, security policy with private reporting, code of conduct, and CI on Linux and macOS.

Good to know

  • About one plain-language request in seven gets a plan that runs and returns the wrong table. Read the plan (--show-plan) when the answer matters.
  • The model was published earlier as VIC-2B-preview. The old name still resolves and the weights are unchanged.
  • The --ollama path was tested on macOS; reports from Linux and Windows are welcome.

Full list of changes: CHANGELOG.md

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