reasoning-gym/examples/trl/set_env.sh
Zafir Stojanovski 56ce2e79a7
tutorial(training): Add a minimal example with trl (#473)
* v0

* 2 gpu setup

* improve parsing from yaml

* update yaml dataset example

* remove restriction on flash attn

* more comments

* first version of the readme

* pin torch

* simplify requirements

* just flash attn

* use set env instead

* simpler set env

* readme

* add wandb project to setup

* update template

* update model id

* post init to capture the config and weight

* extract metadata

* update config

* update dataset config

* move env for wandb project

* pre-commit

* remove qwen-math from training

* more instructions

* unused import

* remove trl old

* warmup ratio

* warmup ratio

* change model id

* change model_id

* add info about CUDA_VISIBLE_DEVICES
2025-06-21 00:01:31 +02:00

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#!/bin/bash
# python 3.10 + cuda 11.8.0
# the execution order the following commands matter
conda clean -a -y
pip install --upgrade pip
pip cache purge
# torch
pip install torch==2.5.1 torchvision==0.20.1 torchaudio==2.5.1 --index-url https://download.pytorch.org/whl/cu118
# xformers
pip install xformers==0.0.28.post3 --index-url https://download.pytorch.org/whl/cu118
# vLLM pre-compiled with CUDA 11.8
pip install https://github.com/vllm-project/vllm/releases/download/v0.7.2/vllm-0.7.2+cu118-cp38-abi3-manylinux1_x86_64.whl
pip install deepspeed
pip install flash-attn==2.7.3 --no-build-isolation
pip install "trl==0.15.2"
pip install "transformers==4.49.0"
pip install wandb
pip install reasoning-gym