Open
Description
System Info
Linux Mint. uname -a:
Linux laptop 6.8.0-47-generic #47-Ubuntu SMP PREEMPT_DYNAMIC Fri Sep 27 21:40:26 UTC 2024 x86_64 x86_64 x86_64 GNU/Linux
"codewithkyrian/transformers": "^0.5.3"
PHP Version
8.3.6
Environment/Platform
- Command-line application
- Web application
- Serverless
- Other (please specify)
Description
Unable to find model FacebookAI/xlm-roberta-large-finetuned-conll03-english.
Error:
2025-03-07 12:59:43.840023810 [E:onnxruntime:, inference_session.cc:2105 operator()] Exception during initialization: filesystem error: cannot get file size: No such file or directory [.transformers-cache/FacebookAI/xlm-roberta-large-finetuned-conll03-english/onnx/model.onnx_data]
If I copy model.onnx to model.onnx_data, I get the following error:
PHP Fatal error: Uncaught RuntimeException: Deserialize tensor onnx::MatMul_3029 failed.tensorprotoutils.cc:1085 GetExtDataFromTensorProto External initializer: onnx::MatMul_3029 offset: 1031598080 size to read: 4194304 given file_length: 617782 are out of bounds or can not be read in full. in /home/vinicius/Documentos/code/transformers/vendor/codewithkyrian/transformers/src/FFI/OnnxRuntime.php:106
Stack trace:
#0 /home/vinicius/Documentos/code/transformers/vendor/codewithkyrian/transformers/src/FFI/OnnxRuntime.php(114): Codewithkyrian\Transformers\FFI\OnnxRuntime::checkStatus()
#1 /home/vinicius/Documentos/code/transformers/vendor/codewithkyrian/transformers/src/Utils/InferenceSession.php(262): Codewithkyrian\Transformers\FFI\OnnxRuntime::CreateSession()
#2 /home/vinicius/Documentos/code/transformers/vendor/codewithkyrian/transformers/src/Utils/InferenceSession.php(123): Codewithkyrian\Transformers\Utils\InferenceSession->loadSession()
#3 /home/vinicius/Documentos/code/transformers/vendor/codewithkyrian/transformers/src/Models/Pretrained/PretrainedModel.php(275): Codewithkyrian\Transformers\Utils\InferenceSession->__construct()
#4 /home/vinicius/Documentos/code/transformers/vendor/codewithkyrian/transformers/src/Models/Pretrained/PretrainedModel.php(224): Codewithkyrian\Transformers\Models\Pretrained\PretrainedModel::constructSession()
#5 /home/vinicius/Documentos/code/transformers/vendor/codewithkyrian/transformers/src/Models/Auto/PretrainedMixin.php(77): Codewithkyrian\Transformers\Models\Pretrained\PretrainedModel::fromPretrained()
#6 /home/vinicius/Documentos/code/transformers/teste.php(7): Codewithkyrian\Transformers\Models\Auto\PretrainedMixin::fromPretrained()
#7 {main}
thrown in /home/vinicius/Documentos/code/transformers/vendor/codewithkyrian/transformers/src/FFI/OnnxRuntime.php on line 106
Reproduction
Run the following file:
<?php
use Codewithkyrian\Transformers\Models\Auto\AutoModel;
require __DIR__ . '/vendor/autoload.php';
$model = AutoModel::fromPretrained(
'FacebookAI/xlm-roberta-large-finetuned-conll03-english',
quantized: false,
modelFilename: 'model.onnx'
);