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AIBuildAI v2.0.4

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@t2ance t2ance released this 03 Sep 21:51
· 34 commits to main since this release
v2.0.4
49222c9

AIBuildAI v2.0.4

AIBuildAI v2.0 runs a machine learning workflow from a prepared dataset and a task instruction. It prepares the environment, trains candidate models, selects a result, and writes the final files to the playground directory.

This patch continues the v2.0 line and carries one fix. The binary reports aibuildai v2.0.4.

Fixes

  • Every task name now starts a run. This release fixes a startup failure that ended a run at once, before any output was written, when the task name matched one of the public MLE-bench competition names, such as aerial-cactus-identification.

Install

Download the tarball and SHA256SUMS from this page, then run:

sha256sum -c SHA256SUMS
tar -xzf aibuildai-linux-x86_64-v2.0.4.tar.gz
cd aibuildai-linux-x86_64-v2.0.4
./install.sh
source ~/.bashrc
hash -r
aibuildai --version

The tarball SHA256 is:

8460857b483f641e88b1a8d8e2e390df1544623bba7a1d0066a1602a5f8b2109  aibuildai-linux-x86_64-v2.0.4.tar.gz

Run a task

If the claude command is installed and Claude Code is already signed in, AIBuildAI automatically uses its local credentials and no Anthropic API key is required. Check the command and sign-in state:

command -v claude
claude auth status

If the command exists but is not signed in, run:

claude auth login

If the claude command is not installed, use the v2.0 Anthropic key variable instead:

export ANTHROPIC_API_KEY=your-key

Model sign-in is separate from the AIBuildAI plan check:

aibuildai login
aibuildai whoami

Start a run with the four required task values. Without --no-form, aibuildai run opens the interactive setup form.

aibuildai run \
  --task-name my-task \
  --data-dir /path/to/data \
  --instruction "Describe the prediction task" \
  --playground-dir /path/to/output \
  --no-form

Requirements

  • Linux x86_64 with glibc 2.29 or newer. This artifact was checked on Ubuntu 20.04.
  • 1.4 GB for the installed package and the bundled Conda it installs on a machine that has no Conda. That install happens the first time aibuildai starts on such a machine.
  • 3 GB free while installing and completing that first start.
  • Network access for model calls and task package installation.
  • Claude Code on PATH for local sign-in, or ANTHROPIC_API_KEY.
  • A Pro plan or above. aibuildai account opens the account page; select Plans to manage the subscription.
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