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Fix Cohere CI (#31263)
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* [run-slow] cohere

* [run-slow] cohere

* [run-slow] cohere

---------

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
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ydshieh and ydshieh authored Jun 10, 2024
1 parent dc6eb44 commit 8fff07d
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Showing 4 changed files with 46 additions and 4 deletions.
5 changes: 4 additions & 1 deletion .github/workflows/self-pr-slow-ci.yml
Original file line number Diff line number Diff line change
Expand Up @@ -110,7 +110,10 @@ jobs:

- name: Run all tests on GPU
working-directory: /transformers
run: python3 -m pytest -v -rsfE --make-reports=${{ matrix.machine_type }}_run_models_gpu_${{ matrix.folders }}_test_reports tests/${{ matrix.folders }}
run: |
export CUDA_VISIBLE_DEVICES="$(python3 utils/set_cuda_devices_for_ci.py --test_folder ${{ matrix.folders }})"
echo $CUDA_VISIBLE_DEVICES
python3 -m pytest -v -rsfE --make-reports=${{ matrix.machine_type }}_run_models_gpu_${{ matrix.folders }}_test_reports tests/${{ matrix.folders }}
- name: Failure short reports
if: ${{ failure() }}
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12 changes: 10 additions & 2 deletions tests/models/cohere/test_modeling_cohere.py
Original file line number Diff line number Diff line change
Expand Up @@ -291,6 +291,14 @@ def setUp(self):
self.model_tester = CohereModelTester(self)
self.config_tester = ConfigTester(self, config_class=CohereConfig, hidden_size=37)

@unittest.skip("Failing. Issue opened in #31351")
def test_initialization(self):
super().test_initialization()

@unittest.skip("Failing. Issue opened in #31351")
def test_fast_init_context_manager(self):
super().test_fast_init_context_manager()

def test_config(self):
self.config_tester.run_common_tests()

Expand Down Expand Up @@ -373,10 +381,10 @@ def test_batched_4bit(self):

EXPECTED_TEXT = [
'Hello today I am going to show you how to make a simple and easy card using the new stamp set called "Hello" from the Occasions catalog. This set is so versatile and can be used for many occasions. I used the new In',
"Hi there, here we are again with another great collection of free fonts. This time we have gathered 10 free fonts that you can download and use in your designs. These fonts are free for personal and commercial use. So",
"Hi there, here we are again with another great collection of free fonts for your next project. This time we have gathered 10 free fonts that you can download and use in your designs. These fonts are perfect for any kind",
]

model = CohereForCausalLM.from_pretrained(model_id)
model = CohereForCausalLM.from_pretrained(model_id, device_map="auto")
tokenizer = AutoTokenizer.from_pretrained(model_id)

tokenizer.pad_token = tokenizer.eos_token
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7 changes: 6 additions & 1 deletion tests/models/cohere/test_tokenization_cohere.py
Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,7 @@
import unittest

from transformers import CohereTokenizerFast
from transformers.testing_utils import require_jinja, require_tokenizers
from transformers.testing_utils import require_jinja, require_tokenizers, require_torch_multi_gpu

from ...test_tokenization_common import TokenizerTesterMixin

Expand Down Expand Up @@ -46,6 +46,11 @@ def get_rust_tokenizer(self, **kwargs):
kwargs.update(self.special_tokens_map)
return CohereTokenizerFast.from_pretrained(self.tmpdirname, **kwargs)

# This gives CPU OOM on a single-gpu runner (~60G RAM). On multi-gpu runner, it has ~180G RAM which is enough.
@require_torch_multi_gpu
def test_torch_encode_plus_sent_to_model(self):
super().test_torch_encode_plus_sent_to_model()

@unittest.skip("This needs a slow tokenizer. Cohere does not have one!")
def test_encode_decode_with_spaces(self):
return
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26 changes: 26 additions & 0 deletions utils/set_cuda_devices_for_ci.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,26 @@
"""A simple script to set flexibly CUDA_VISIBLE_DEVICES in GitHub Actions CI workflow files."""

import argparse
import os


if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument(
"--test_folder",
type=str,
default=None,
help="The test folder name of the model being tested. For example, `models/cohere`.",
)
args = parser.parse_args()

# `test_eager_matches_sdpa_generate` for `cohere` needs a lot of GPU memory!
# This depends on the runners. At this moment we are targeting our AWS CI runners.
if args.test_folder == "models/cohere":
cuda_visible_devices = "0,1,2,3"
elif "CUDA_VISIBLE_DEVICES" in os.environ:
cuda_visible_devices = os.environ.get("CUDA_VISIBLE_DEVICES")
else:
cuda_visible_devices = "0"

print(cuda_visible_devices)

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