Files
NexQuant/rdagent/scenarios/qlib/docker/Dockerfile
T
Yuante Li d6ce70b551 feat: add RD-Agent-Quant scenario (#838)
* fix model input shape bug and costeer_model bug

* fix a bug

* fix a bug in docker result extraction

* a system-level optimization

* add a filter of stdout

* update

* add stdout to model

* model training_hyperparameters update

* quant scenario

* update some quant settings

* llm choose action

* Thompson Sampling Bandit for action choosing

* refine both scens

* add trace messages for quant scen

* fix some bugs

* fix some bugs

* update

* update

* update

* fix

* fix

* fix

* update for merge

* fix ci

* fix some bugs

* fix ci

* fix ci

* fix ci

* fix ci

* refactor

* default qlib4rdagent local env downloading

* fix ci

* fix ci

* fix a bug

* fix ci

* fix: align all prompts on template (#908)

* use template to render all prompts

* fix CI

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Co-authored-by: Xu Yang <xuyang1@microsoft.com>

* add fin_quant in cli

* fix a bug

* fix ci

* fix some bugs

* refactor

* remove the columns in hypothesis if no value generated in this column

* fix a bug

* fix ci

* fix conda env

* add qlib gitignore

* remove existed qlib folder & install torch in qlib conda

* fix workspace ui in feedback

* align model config in coder and runner in docker or conda

* fix CI

* fix CI

---------

Co-authored-by: Xu Yang <peteryang@vip.qq.com>
Co-authored-by: Xu Yang <xuyang1@microsoft.com>
2025-05-29 16:16:51 +08:00

25 lines
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Docker

FROM pytorch/pytorch:2.2.1-cuda12.1-cudnn8-runtime
# For GPU support, please choose the proper tag from https://hub.docker.com/r/pytorch/pytorch/tags
RUN apt-get clean && apt-get update && apt-get install -y \
curl \
vim \
git \
build-essential \
&& rm -rf /var/lib/apt/lists/*
RUN git clone https://github.com/microsoft/qlib.git
WORKDIR /workspace/qlib
RUN git fetch && git reset 3e72593b8c985f01979bebcf646658002ac43b00 --hard
RUN python -m pip install --upgrade cython
RUN python -m pip install -e .
RUN pip install catboost
RUN pip install xgboost
RUN pip install scipy==1.11.4
RUN pip install tables