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【PaddleNLP No.5】fix ernie_matching PIR #10399

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Apr 16, 2025
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【PaddleNLP No.5】fix ernie_matching PIR #10399

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9 changes: 8 additions & 1 deletion slm/applications/neural_search/ranking/ernie_matching/README.md
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Expand Up @@ -125,6 +125,13 @@ ernie_matching/

```

下载数据集并解压到当前目录：
```shell
wget https://bj.bcebos.com/v1/paddlenlp/data/literature_search_data.zip
unzip literature_search_data.zip
```


<a name="模型训练"></a>

## 5. 模型训练
Expand Down Expand Up @@ -301,7 +308,7 @@ python export_to_serving.py \

参数含义说明
* `dirname`: 需要转换的模型文件存储路径，Program 结构文件和参数文件均保存在此目录。
* `model_filename`： 存储需要转换的模型 Inference Program 结构的文件名称。如果设置为 None ，则使用 `__model__` 作为默认的文件名
* `model_filename`： 存储需要转换的模型 Inference Program 结构的文件名称。如果设置为 None ，则使用 `__model__` 作为默认的文件名。如果启用了 PIR ，则有可能为 ```.json``` 文件，请注意鉴别
* `params_filename`: 存储需要转换的模型所有参数的文件名称。当且仅当所有模型参数被保>存在一个单独的二进制文件中，它才需要被指定。如果模型参数是存储在各自分离的文件中，设置它的值为 None
* `server_path`: 转换后的模型文件和配置文件的存储路径。默认值为 serving_server
* `client_path`: 转换后的客户端配置文件存储路径。默认值为 serving_client
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8 changes: 6 additions & 2 deletions slm/applications/neural_search/ranking/ernie_matching/deploy/python/predict.py
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Expand Up @@ -23,6 +23,10 @@
from paddlenlp.data import Pad, Tuple
from paddlenlp.datasets import load_dataset
from paddlenlp.transformers import AutoTokenizer
from paddlenlp.utils.env import (
PADDLE_INFERENCE_MODEL_SUFFIX,
PADDLE_INFERENCE_WEIGHTS_SUFFIX,
)
from paddlenlp.utils.log import logger

sys.path.append(".")
Expand Down Expand Up @@ -86,8 +90,8 @@ def __init__(
self.max_seq_length = max_seq_length
self.batch_size = batch_size

model_file = model_dir + "/inference.predict.pdmodel"
params_file = model_dir + "/inference.predict.pdiparams"
model_file = model_dir + f"/inference.predict{PADDLE_INFERENCE_MODEL_SUFFIX}"
params_file = model_dir + f"/inference.predict{PADDLE_INFERENCE_WEIGHTS_SUFFIX}"
if not os.path.exists(model_file):
raise ValueError("not find model file path {}".format(model_file))
if not os.path.exists(params_file):
Expand Down
10 changes: 10 additions & 0 deletions slm/applications/neural_search/ranking/ernie_matching/scripts/export_to_serving.sh
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Expand Up @@ -12,10 +12,20 @@
# See the License for the specific language governing permissions and
# limitations under the License.

# PIR disable
python export_to_serving.py \
--dirname "output" \
--model_filename "inference.predict.pdmodel" \
--params_filename "inference.predict.pdiparams" \
--server_path "serving_server" \
--client_path "serving_client" \
--fetch_alias_names "predict"

# PIR enable
# python export_to_serving.py \
# --dirname "output" \
# --model_filename "inference.predict.json" \
# --params_filename "inference.predict.pdiparams" \
# --server_path "serving_server" \
# --client_path "serving_client" \
# --fetch_alias_names "predict"