================================================================================
GPU VM Software Stack - verl-agent conda environment
Instance: verl-train-00 (g5.xlarge)
Date: 2026-03-04
================================================================================

--- ML Frameworks ---

PyTorch:          2.8.0
PyTorch Audio:    2.8.0
PyTorch Vision:   0.23.0
vLLM:             0.11.0
Ray:              2.54.0
VAGEN:            26.2.5
Transformers:     5.2.0
xFormers:         0.0.32.post1
Triton:           3.4.0

--- CUDA Stack ---

CUDA Runtime:     12.8.90
CUDA NVRTC:       12.8.93
CUDA Toolkit:     cu128 (CUDA 12.8)
cuDNN:            9.10.2.21
NCCL:             2.27.3
cuBLAS:           12.8.4.1
cuFFT:            11.3.3.83
cuSPARSE:         12.5.8.93
cuRAND:           10.3.9.90
cuSOLVER:         11.7.3.90
CuPy:             14.0.1

--- Python & Build ---

Python:           3.12 (Miniconda)
Conda env:        verl-agent
NumPy:            2.2.6
SciPy:            1.17.1
setuptools:       79.0.1
ninja:            1.13.0

--- Gymnasium / RL ---

Gymnasium:        1.2.3
Gym:              0.26.2

--- Key Dependencies ---

Pillow:           12.1.1
OpenCV (headless): 4.13.0.92
HuggingFace Hub:  1.5.0
Tokenizers:       0.22.2
sentencepiece:    0.2.1
safetensors:      0.7.0
Pydantic:         2.12.5
FastAPI:          0.135.1
uvicorn:          0.40.0
httpx:            0.28.1
requests:         2.32.5

--- Full pip install (130+ packages, from initial vLLM install) ---

NOTE: This list is from the vLLM install (Stage 5). VAGEN (Stage 7) later
downgraded uvicorn from 0.41.0 to 0.40.0. The "Key Dependencies" section
above reflects the final environment state.

MarkupSafe-3.0.3 aiohappyeyeballs-2.6.1 aiohttp-3.13.3 aiosignal-1.4.0
annotated-doc-0.0.4 annotated-types-0.7.0 anyio-4.12.1 astor-0.8.1
attrs-25.4.0 blake3-1.0.8 cachetools-7.0.2 cbor2-5.8.0 certifi-2026.2.25
cffi-2.0.0 charset_normalizer-3.4.4 click-8.3.1 cloudpickle-3.1.2
compressed-tensors-0.11.0 cuda-pathfinder-1.4.0 cupy-cuda12x-14.0.1
depyf-0.19.0 dill-0.4.1 diskcache-5.6.3 distro-1.9.0 dnspython-2.8.0
einops-0.8.2 email-validator-2.3.0 fastapi-0.135.1 fastapi-cli-0.0.24
fastapi-cloud-cli-0.14.0 fastar-0.8.0 filelock-3.25.0 frozendict-2.4.7
frozenlist-1.8.0 fsspec-2026.2.0 gguf-0.18.0 h11-0.16.0 hf-xet-1.3.2
httpcore-1.0.9 httptools-0.7.1 httpx-0.28.1 huggingface-hub-1.5.0
idna-3.11 interegular-0.3.3 jinja2-3.1.6 jiter-0.13.0 jsonschema-4.26.0
jsonschema-specifications-2025.9.1 lark-1.2.2 llguidance-0.7.30
llvmlite-0.44.0 lm-format-enforcer-0.11.3 markdown-it-py-4.0.0
mdurl-0.1.2 mistral_common-1.9.1 mpmath-1.3.0 msgpack-1.1.2
msgspec-0.20.0 multidict-6.7.1 networkx-3.6.1 ninja-1.13.0 numba-0.61.2
numpy-2.2.6 nvidia-cublas-cu12-12.8.4.1 nvidia-cuda-cupti-cu12-12.8.90
nvidia-cuda-nvrtc-cu12-12.8.93 nvidia-cuda-runtime-cu12-12.8.90
nvidia-cudnn-cu12-9.10.2.21 nvidia-cufft-cu12-11.3.3.83
nvidia-cufile-cu12-1.13.1.3 nvidia-curand-cu12-10.3.9.90
nvidia-cusolver-cu12-11.7.3.90 nvidia-cusparse-cu12-12.5.8.93
nvidia-cusparselt-cu12-0.7.1 nvidia-nccl-cu12-2.27.3
nvidia-nvjitlink-cu12-12.8.93 nvidia-nvtx-cu12-12.8.90 openai-2.24.0
openai-harmony-0.0.8 opencv-python-headless-4.13.0.92
outlines_core-0.2.11 partial-json-parser-0.2.1.1.post7 pillow-12.1.1
prometheus-fastapi-instrumentator-7.1.0 prometheus_client-0.24.1
propcache-0.4.1 protobuf-7.34.0 psutil-7.2.2 py-cpuinfo-9.0.0
pybase64-1.4.3 pycountry-26.2.16 pycparser-3.0 pydantic-2.12.5
pydantic-core-2.41.5 pydantic-extra-types-2.11.0 pydantic-settings-2.13.1
pygments-2.19.2 python-dotenv-1.2.2 python-json-logger-4.0.0
python-multipart-0.0.22 pyyaml-6.0.3 pyzmq-27.1.0 ray-2.54.0
referencing-0.37.0 regex-2026.2.28 requests-2.32.5 rich-14.3.3
rich-toolkit-0.19.7 rignore-0.7.6 rpds-py-0.30.0 safetensors-0.7.0
scipy-1.17.1 sentencepiece-0.2.1 sentry-sdk-2.54.0 setproctitle-1.3.7
setuptools-79.0.1 shellingham-1.5.4 six-1.17.0 sniffio-1.3.1
soundfile-0.13.1 soxr-1.0.0 starlette-0.52.1 sympy-1.14.0 tiktoken-0.12.0
tokenizers-0.22.2 torch-2.8.0 torchaudio-2.8.0 torchvision-0.23.0
tqdm-4.67.3 transformers-5.2.0 triton-3.4.0 typer-0.24.1
typer-slim-0.24.0 typing-inspection-0.4.2 typing_extensions-4.15.0
urllib3-2.6.3 uvicorn-0.41.0 uvloop-0.22.1 vllm-0.11.0 watchfiles-1.1.1
websockets-16.0 xformers-0.0.32.post1 xgrammar-0.1.25 yarl-1.23.0
