# Eland import has IndexError **URL:** \ **Category:** Elasticsearch\ **Tags:** elastic-stack-machine-learning\ **Created:** [February 13, 2024, 9:52am UTC](https://discuss.elastic.co/t/eland-import-has-indexerror/353143 "2024-02-13T09:52:24Z")\ **Posts on this page:** 3\ **Page:** 1
**Author:** ![Andrew\_Winter](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/andrew_winter/32/131681_2.png) [@Andrew\_Winter](https://discuss.elastic.co/u/Andrew_Winter)\ **Post date:** [February 13, 2024, 9:52am UTC](https://discuss.elastic.co/t/eland-import-has-indexerror/353143/1 "2024-02-13T09:52:24Z")
Hi, I am trying to load an NLP model into Elastic 8.8.2 using the guide [here](https://www.elastic.co/guide/en/machine-learning/8.8/ml-nlp-import-model.html) Running the following commend gives the error stack below ```auto eland_import_hub_model --url http://localhost:9200 --hub-model-id FacebookAI/xlm-roberta-large-finetuned-conll03-english --task-type ner ``` I have successfully imported several other models and as this is a XLM-RoBERTa model I expected it to be compatible. Anyone know if this is a known issue and if there is a workaround? ```auto 2024-02-13 04:49:11,540 INFO : Establishing connection to Elasticsearch 2024-02-13 04:49:11,543 INFO : Connected to cluster named 'elasticsearch' (version: 8.8.2) 2024-02-13 04:49:11,544 INFO : Loading HuggingFace transformer tokenizer and model 'FacebookAI/xlm-roberta-large-finetuned-conll03-english' Some weights of the model checkpoint at FacebookAI/xlm-roberta-large-finetuned-conll03-english were not used when initializing XLMRobertaForTokenClassification: ['roberta.pooler.dense.weight', 'roberta.pooler.dense.bias'] - This IS expected if you are initializing XLMRobertaForTokenClassification from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model). - This IS NOT expected if you are initializing XLMRobertaForTokenClassification from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model). WARNING:2024-02-13 04:49:26 998352:998352 init.cpp:111] function cbapi.getCuptiStatus() failed with error CUPTI_ERROR_NOT_INITIALIZED (15) WARNING:2024-02-13 04:49:26 998352:998352 init.cpp:112] CUPTI initialization failed - CUDA profiler activities will be missing INFO:2024-02-13 04:49:26 998352:998352 init.cpp:114] If you see CUPTI_ERROR_INSUFFICIENT_PRIVILEGES, refer to https://developer.nvidia.com/nvidia-development-tools-solutions-err-nvgpuctrperm-cupti STAGE:2024-02-13 04:49:26 998352:998352 ActivityProfilerController.cpp:294] Completed Stage: Warm Up STAGE:2024-02-13 04:49:26 998352:998352 ActivityProfilerController.cpp:300] Completed Stage: Collection Traceback (most recent call last): File "/home/user/nlp_test/venv/bin/eland_import_hub_model", line 8, in sys.exit(main()) File "/home/user/nlp_test/venv/lib/python3.10/site-packages/eland/cli/eland_import_hub_model.py", line 254, in main tm = TransformerModel( File "/home/user/nlp_test/venv/lib/python3.10/site-packages/eland/ml/pytorch/transformers.py", line 657, in __init__ self._config = self._create_config(es_version) File "/home/user/nlp_test/venv/lib/python3.10/site-packages/eland/ml/pytorch/transformers.py", line 790, in _create_config per_allocation_memory_bytes = self._get_per_allocation_memory( File "/home/user/nlp_test/venv/lib/python3.10/site-packages/eland/ml/pytorch/transformers.py", line 855, in _get_per_allocation_memory self._traceable_model.model(*inputs_1) File "/home/user/nlp_test/venv/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1194, in _call_impl return forward_call(*input, **kwargs) File "/home/user/nlp_test/venv/lib/python3.10/site-packages/transformers/models/xlm_roberta/modeling_xlm_roberta.py", line 1402, in forward outputs = self.roberta( File "/home/user/nlp_test/venv/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1194, in _call_impl return forward_call(*input, **kwargs) File "/home/user/nlp_test/venv/lib/python3.10/site-packages/transformers/models/xlm_roberta/modeling_xlm_roberta.py", line 839, in forward embedding_output = self.embeddings( File "/home/user/nlp_test/venv/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1194, in _call_impl return forward_call(*input, **kwargs) File "/home/user/nlp_test/venv/lib/python3.10/site-packages/transformers/models/xlm_roberta/modeling_xlm_roberta.py", line 131, in forward position_embeddings = self.position_embeddings(position_ids) File "/home/user/nlp_test/venv/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1194, in _call_impl return forward_call(*input, **kwargs) File "/home/user/nlp_test/venv/lib/python3.10/site-packages/torch/nn/modules/sparse.py", line 160, in forward return F.embedding( File "/home/user/nlp_test/venv/lib/python3.10/site-packages/torch/nn/functional.py", line 2210, in embedding return torch.embedding(weight, input, padding_idx, scale_grad_by_freq, sparse) IndexError: index out of range in self ``` ---
**Author:** ![iulia](https://sea2.discourse-cdn.com/elastic/user_avatar/discuss.elastic.co/iulia/32/124658_2.png) [@iulia](https://discuss.elastic.co/u/iulia)\ **Post date:** [March 2, 2024, 4:22pm UTC](https://discuss.elastic.co/t/eland-import-has-indexerror/353143/2 "2024-03-02T16:22:43Z")
Hi! This model was actually added in 8.9 so you would need to update Elastic. See the PR here: [[ML] add support for xlm\_roberta tokenized models by benwtrent · Pull Request #94089 · elastic/elasticsearch · GitHub](https://github.com/elastic/elasticsearch/pull/94089) Current supported models will be updated & listed [on this doc page.](https://www.elastic.co/guide/en/machine-learning/current/ml-nlp-model-ref.html) ---
**Author:** ![system](https://us1.discourse-cdn.com/elastic/original/3X/1/a/1ac57faf039f6b580b3f104ef42a2a89e41014de.png) [@system](https://discuss.elastic.co/u/system)\ **Post date:** [March 30, 2024, 4:23pm UTC](https://discuss.elastic.co/t/eland-import-has-indexerror/353143/3 "2024-03-30T16:23:14Z")
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