By inclusionAI

Diagnose failed, hung, slow, OOM, NaN, illegal-memory-access, NCCL, compilation, rollout, or training runs in AReno.

inclusionAI/AReno

A skill your agent uses when adding, auditing, pruning, archiving, restoring, or reviewing Agent Notes in this repository; checks every new note for superseded active records, classifies implemented…

inclusionAI/Choruz

Develop, optimize, debug, and validate an AReno CUDA, Triton, fused, attention, convolution, routing, or MoE operator.

inclusionAI/AReno

A skill your agent uses when landing a chain of dependent pull requests (A ← B ← C, each based on the one below) onto main, merging a PR whose base is another open PR's branch, or whenever a request…

inclusionAI/Choruz

Run, configure, retry, and validate AReno SFT, DPO, GSPO, GRPO, PPO, and agentic training.

inclusionAI/AReno

Design, review, and diagnose Choruz tests and fixtures that can fail nondeterministically under CI concurrency: parallel Playwright workers sharing one PostgreSQL and one API, vitest workers, cargo…

inclusionAI/Choruz

Add or modify an AReno algorithm, trainer, loss, advantage calculation, role model, or algorithm-specific configuration.

inclusionAI/AReno

A skill your agent uses when reviewing a pull request in this repository; orients the reviewer to Choruz's standards (AGENTS.md conventions, the PR test policy, Agent Notes, the CI gates) and the…

inclusionAI/Choruz

Measure and diagnose AReno rollout, prefill, decode, training, checkpoint, role-switch, communication, or Python scheduling performance.

inclusionAI/AReno

Create, restructure, review, audit, or migrate Choruz Markdown documentation (docs/, README, AGENTS.md, the in-app docs pages) using one owner per fact, tier placement, executed-operation…

inclusionAI/Choruz

Compare an AReno branch, model, checkpoint, algorithm, scheduler, or kernel against a baseline.

inclusionAI/AReno

A skill your agent uses when working in this repository to find non-obvious simplification candidates, remove redundant comments or implementation-heavy documentation, write proposed Agent Notes or…

inclusionAI/Choruz

Add or debug an AReno model family, including config conversion, module construction, checkpoint load/save, text or multimodal inference, training backward, tensor parallelism, CUDA graph decode…

inclusionAI/AReno

Use before opening or completing a pull request in this repository — classify the change, add the tests its type requires, run exactly what CI will run, label it, merge only on a green "CI (linux)…

inclusionAI/Choruz

Use before pushing, marking ready for review, or claiming checks pass on a Choruz branch, to select the smallest tests and checks that cover the outgoing diff without reflexively running the full…

inclusionAI/Choruz

Create or debug an AReno multi-turn agentic dataset, runagent implementation, tool schemas, tool execution, reward, loss masks, interactive TUI game with OpenAI-compatible LLM inference, or agentic…

inclusionAI/AReno

A skill your agent uses when writing, reviewing, restoring, trimming, or auditing prose in this repository, including deciding where documentation or comments are required across Markdown, Rust doc…

inclusionAI/Choruz

Start, validate, debug, and stop an AReno OpenAI-compatible serving endpoint.

inclusionAI/AReno

Record and verify a truthful Choruz product demo or browser workflow video, including real local and remote Agent interactions.

inclusionAI/Choruz

Fit an AReno training or rollout workload to available GPUs by tuning TP, mini-batch, batch, sample count, and rollout concurrency.

inclusionAI/AReno

Perform the independent Choruz pre-simplify audit or re-audit of skill execution evidence, code structure and test effectiveness.

inclusionAI/Choruz