Files
ColossalAI/.github/workflows/run_chatgpt_examples.yml
Wenhao Chen 7b9b86441f [chat]: update rm, add wandb and fix bugs (#4471)
* feat: modify forward fn of critic and reward model

* feat: modify calc_action_log_probs

* to: add wandb in sft and rm trainer

* feat: update train_sft

* feat: update train_rm

* style: modify type annotation and add warning

* feat: pass tokenizer to ppo trainer

* to: modify trainer base and maker base

* feat: add wandb in ppo trainer

* feat: pass tokenizer to generate

* test: update generate fn tests

* test: update train tests

* fix: remove action_mask

* feat: remove unused code

* fix: fix wrong ignore_index

* fix: fix mock tokenizer

* chore: update requirements

* revert: modify make_experience

* fix: fix inference

* fix: add padding side

* style: modify _on_learn_batch_end

* test: use mock tokenizer

* fix: use bf16 to avoid overflow

* fix: fix workflow

* [chat] fix gemini strategy

* [chat] fix

* sync: update colossalai strategy

* fix: fix args and model dtype

* fix: fix checkpoint test

* fix: fix requirements

* fix: fix missing import and wrong arg

* fix: temporarily skip gemini test in stage 3

* style: apply pre-commit

* fix: temporarily skip gemini test in stage 1&2

---------

Co-authored-by: Mingyan Jiang <1829166702@qq.com>
2023-09-20 15:53:58 +08:00

54 lines
1.6 KiB
YAML

name: Run ChatGPT examples
on:
pull_request:
types: [synchronize, opened, reopened]
paths:
- "applications/Chat/coati/**"
- "applications/Chat/requirements.txt"
- "applications/Chat/setup.py"
- "applications/Chat/examples/**"
jobs:
tests:
name: Run ChatGPT examples
if: |
github.event.pull_request.draft == false &&
github.base_ref == 'main' &&
github.event.pull_request.base.repo.full_name == 'hpcaitech/ColossalAI'
runs-on: [self-hosted, gpu]
container:
image: hpcaitech/pytorch-cuda:1.12.0-11.3.0
options: --gpus all --rm -v /data/scratch/github_actions/chat:/data/scratch/github_actions/chat --shm-size=10.24gb
timeout-minutes: 30
defaults:
run:
shell: bash
steps:
- name: Checkout ColossalAI
uses: actions/checkout@v2
- name: Install ChatGPT
run: |
cd applications/Chat
pip install -v .
pip install -r examples/requirements.txt
- name: Install Transformers
run: |
pip install transformers==4.30.2
- name: Execute Examples
run: |
cd applications/Chat
rm -rf ~/.cache/colossalai
./tests/test_inference.sh
./tests/test_benchmarks.sh
./tests/test_train.sh
env:
NCCL_SHM_DISABLE: 1
MAX_JOBS: 8
SFT_DATASET: /data/scratch/github_actions/chat/data.json
PROMPT_DATASET: /data/scratch/github_actions/chat/prompts_en.jsonl
PRETRAIN_DATASET: /data/scratch/github_actions/chat/alpaca_data.json