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environment.yml
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name: viplan_env
channels:
- nvidia
- conda-forge
dependencies:
- python=3.12
- numpy
- pandas
- matplotlib
- seaborn
- jupyterlab
- ipywidgets
- ipykernel
- transformers
- datasets
- huggingface_hub
- llama-cpp-python
# Compiler packages, must be supported by CUDA
# https://docs.nvidia.com/cuda/cuda-installation-guide-linux/#host-compiler-support-policy
- compilers
- gcc>=11.4,<13.3
- gxx>=11.4,<13.3
- gfortran>=11.4,<13.3
- clang>=7,<20.0
# CUDA versions are determined by pytorch
- cudnn>=8.9.2,<10
- cuda-version>=12.6,<12.7
- cuda-compiler>=12.6,<12.7
- cuda-nvcc>=12.6,<12.7
- cuda-libraries-dev>=12.6,<12.7
- cmake
- llama-index
- llama-index-llms-openai
- llama-index-readers-file
- accelerate
- python-dotenv
- pillow-heif
- faiss-gpu
- flask
- pip
- pip:
- torch
- torchvision
- torchaudio
- --extra-index-url https://download.pytorch.org/whl/cu126
- vllm==0.12.0
- peft
- bitsandbytes
- pymupdf4llm
- llama-index-llms-vllm
- llama-index-llms-huggingface
- llama-index-embeddings-huggingface
- llama-index-llms-huggingface-api
- mloggers
- fasteners
- fire
- unified_planning
- unified_planning[engines]
- timm
- backoff
- anthropic
- google-genai
- tabulate
# flash-attn must be installed manually with pip install flash-attn --no-build-isolation
# transformers can also be downgraded to 4.50.3 with pip install transformers==4.50.3 to run Molmo
# see https://huggingface.co/allenai/Molmo-7B-D-0924/discussions/44
variables:
LLAMA_CUBLAS: 1
FORCE_CMAKE: 1
CMAKE_ARGS: "-DLLAMA_CUBLAS=on"