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Fix: nvbugs/5232457 ModelOpt Mixtral AWQ OOM #3714

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Merged
merged 1 commit into from
Apr 21, 2025
Merged

Fix: nvbugs/5232457 ModelOpt Mixtral AWQ OOM #3714

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51 changes: 48 additions & 3 deletions tests/integration/defs/examples/test_mixtral.py
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Original file line number Diff line number Diff line change
Expand Up @@ -888,9 +888,51 @@ def test_llm_mixtral_1gpu_fp4_llmapi(
venv_check_call(llm_venv, mmlu_cmd)


@pytest.mark.parametrize("model_name", ['mixtral-8x7b-v0.1-AWQ'])
def test_llm_mixtral_int4_awq_1gpu_summary(llama_example_root,
llm_datasets_root, model_name,
llm_rouge_root, llm_venv, cmodel_dir,
engine_dir,
qcache_dir_without_install_package):
models_root = llm_models_root()
model_dir = os.path.join(models_root, model_name)
ckpt_dir = os.path.join(cmodel_dir, model_name)

print("Convert checkpoint...")
convert_cmd = [
f"{llama_example_root}/convert_checkpoint.py",
"--model_dir",
model_dir,
"--output_dir",
ckpt_dir,
]
venv_check_call(llm_venv, convert_cmd)

print("Build engines...")
build_cmd = [
"trtllm-build",
f"--checkpoint_dir={ckpt_dir}",
f"--output_dir={engine_dir}",
]
check_call(" ".join(build_cmd), shell=True, env=llm_venv._new_env)

print("Run inference")
summary_cmd = generate_summary_cmd(llama_example_root,
hf_model_dir=model_dir,
data_type="fp16",
tensorrt_llm_rouge1_threshold=19.5,
engine_dir=engine_dir,
dataset_dir=llm_datasets_root,
rouge_dir=llm_rouge_root)

venv_check_call(llm_venv, summary_cmd)


@pytest.mark.skip_less_device(2)
@pytest.mark.skip_less_device_memory(80000)
@pytest.mark.parametrize(
"model_name", ['mixtral-8x7b-v0.1-AWQ', 'Mixtral-8x7B-Instruct-v0.1'])
def test_llm_mixtral_int4_awq_1gpu_summary(llama_example_root,
def test_llm_mixtral_int4_awq_2gpu_summary(llama_example_root,
llm_datasets_root, model_name,
llm_rouge_root, llm_venv, cmodel_dir,
engine_dir,
Expand All @@ -907,6 +949,8 @@ def test_llm_mixtral_int4_awq_1gpu_summary(llama_example_root,
model_dir,
"--output_dir",
ckpt_dir,
"--tp_size",
2,
]
venv_check_call(llm_venv, convert_cmd)
else:
Expand All @@ -919,7 +963,7 @@ def test_llm_mixtral_int4_awq_1gpu_summary(llama_example_root,
dtype="float16",
qformat="int4_awq",
quantize_dir=qcache_dir_without_install_package,
tp_size=1,
tp_size=2,
calib_size=32)

print("Build engines...")
Expand All @@ -939,4 +983,5 @@ def test_llm_mixtral_int4_awq_1gpu_summary(llama_example_root,
dataset_dir=llm_datasets_root,
rouge_dir=llm_rouge_root)

venv_check_call(llm_venv, summary_cmd)
venv_mpi_check_call(llm_venv, ["mpirun", "-n", "2", "--allow-run-as-root"],
summary_cmd)
2 changes: 1 addition & 1 deletion tests/integration/test_lists/qa/examples_test_list.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -183,7 +183,7 @@ examples/test_mixtral.py::test_llm_mixtral_wo_2gpus_summary[Mixtral-8x7B-v0.1-in
examples/test_mixtral.py::test_llm_mixtral_wo_2gpus_summary[Mixtral-8x7B-v0.1-int8-nb:4]
examples/test_mixtral.py::test_llm_mixtral_1gpu_fp4_llmapi[Mixtral-8x7B-Instruct-v0.1]
examples/test_mixtral.py::test_llm_mixtral_int4_awq_1gpu_summary[mixtral-8x7b-v0.1-AWQ]
examples/test_mixtral.py::test_llm_mixtral_int4_awq_1gpu_summary[Mixtral-8x7B-Instruct-v0.1]
examples/test_mixtral.py::test_llm_mixtral_int4_awq_2gpu_summary[Mixtral-8x7B-Instruct-v0.1]
examples/test_multimodal.py::test_llm_multimodal_general[Phi-3-vision-128k-instruct-pp:1-tp:1-float16-bs:1-cpp_e2e:False-nb:1]
examples/test_multimodal.py::test_llm_multimodal_general[Phi-3-vision-128k-instruct-pp:1-tp:1-float16-bs:8-cpp_e2e:False-nb:1]
examples/test_multimodal.py::test_llm_multimodal_general[Phi-3.5-vision-instruct-pp:1-tp:1-float16-bs:1-cpp_e2e:False-nb:1]
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