Optimizer Agent
A library to auto optimize and discover things with an LLM agent.
Getting started:
- Installation
python3 -m venv env_optagent
source env_optagent/bin/activate
pip3 install -e .
- Running example:
# ./examples/test_example/run.sh
./examples/cuda_engineering/run.sh
# Run the model first
CUDA_VISIBLE_DEVICES=0 python3 -m sglang.launch_server \
--model-path Qwen/Qwen3-Coder-30B-A3B-Instruct \
--tensor-parallel-size 1 \
--host 0.0.0.0 \
--port 30000 \
--enable-memory-saver
Other useful commands:
salloc --partition=interactive-gpu --gres=gpu:h200:2 --time=02:00:00 --ntasks=1
srun --pty --overlap --jobid=120608 bash
source ~/miniconda3/etc/profile.d/conda.sh
conda activate env_model2 #sglang
conda activate env_kb2 #kb
(C) Nikolai Rozanov - 2026 - Present
Metadata
Release files for optimizer-agent 0.0.0.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| optimizer_agent-0.0.0.1.tar.gz | 47.8 kB | Without provenance | Details for optimizer_agent-0.0.0.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| optimizer_agent-0.0.0.1-py3-none-any.whl | Python 3 | none | any | Details for optimizer_agent-0.0.0.1-py3-none-any.whl |
Total release size: 86.6 kB
Release files / optimizer_agent-0.0.0.1.tar.gz
| Download URL | optimizer_agent-0.0.0.1.tar.gz |
|---|---|
| Size | 47.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
f2e8d3051ef1d49bbc6925789a10776db2f603ab4054ef92a72ecb49e031039a
|
|
BLAKE2b-256 checksum How to use checksums |
ffe9accc3ae1c6ed48367e60b060bbaef88602529010f1f7d3a9c21cd631af44
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.15
|
Release files / optimizer_agent-0.0.0.1-py3-none-any.whl
| Download URL | optimizer_agent-0.0.0.1-py3-none-any.whl |
|---|---|
| Size | 38.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
d9f9247413ff52515c05256655f5853bdc08968fe7941fc24e38e982cdabd8a1
|
|
BLAKE2b-256 checksum How to use checksums |
523c7a8d89139a30e37094267d86f23a3bde681045f4cdf3e6eb819856f88dd5
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.15
|
Security for optimizer-agent 0.0.0.1
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.