96abhishekarora
commited on
Commit
•
9706466
1
Parent(s):
05824ae
Updated model with better training and evaluation. Test and val data included as pickle files. Older Legacy files were removed to avoid confusion.
Browse files- .gitattributes +3 -37
- Information-Retrieval_evaluation_eval_results.csv +2 -0
- Information-Retrieval_evaluation_test_results.csv +2 -0
- README.md +1 -1
- config.json +1 -1
- eval/Information-Retrieval_evaluation_eval_results.csv +301 -0
- linkage_es_aliases_train.csv +0 -0
- special_tokens_map.json +5 -35
- pytorch_model.bin → test_data.pickle +2 -2
- val_data.pickle +3 -0
.gitattributes
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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pytorch_model.bin filter=lfs diff=lfs merge=lfs -text
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.git/lfs/objects/90/ac/90ac7bf125986985f5f4235d75ac355323d510d32c59bc4ae08a39e6fcdd2b9b filter=lfs diff=lfs merge=lfs -text
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model.safetensors filter=lfs diff=lfs merge=lfs -text
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model.safetensors filter=lfs diff=lfs merge=lfs -text
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.git/lfs/objects/7b/99/7b994472fa016892e4f8d14aa7bdb6581348e10438fd2a5838ec760305a91131 filter=lfs diff=lfs merge=lfs -text
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.git/lfs/objects/75/e6/75e6e3f228dafb759c1c8552b6713799970f1df5ded9db033a7c670b977404de filter=lfs diff=lfs merge=lfs -text
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test_data.pickle filter=lfs diff=lfs merge=lfs -text
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val_data.pickle filter=lfs diff=lfs merge=lfs -text
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Information-Retrieval_evaluation_eval_results.csv
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epoch,steps,cos_sim-Accuracy@1,cos_sim-Accuracy@3,cos_sim-Accuracy@5,cos_sim-Accuracy@10,cos_sim-Precision@1,cos_sim-Recall@1,cos_sim-Precision@3,cos_sim-Recall@3,cos_sim-Precision@5,cos_sim-Recall@5,cos_sim-Precision@10,cos_sim-Recall@10,cos_sim-MRR@10,cos_sim-NDCG@10,cos_sim-MAP@100
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0,0,0.5681818181818182,0.6244588744588745,0.6417748917748918,0.6666666666666666,0.5681818181818182,0.3383297258297258,0.3308080808080808,0.47034632034632035,0.23722943722943723,0.5164652477152477,0.1393939393939394,0.5646073833573834,0.6008305847591563,0.543635455065764,0.5075756745143865
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Information-Retrieval_evaluation_test_results.csv
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epoch,steps,cos_sim-Accuracy@1,cos_sim-Accuracy@3,cos_sim-Accuracy@5,cos_sim-Accuracy@10,cos_sim-Precision@1,cos_sim-Recall@1,cos_sim-Precision@3,cos_sim-Recall@3,cos_sim-Precision@5,cos_sim-Recall@5,cos_sim-Precision@10,cos_sim-Recall@10,cos_sim-MRR@10,cos_sim-NDCG@10,cos_sim-MAP@100
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0,0,0.7478540772532188,0.7854077253218884,0.8068669527896996,0.8304721030042919,0.7478540772532188,0.4593190101505552,0.4409871244635193,0.6467517371755568,0.3180257510729613,0.7067434770760952,0.17843347639484983,0.7559161897949452,0.7716499761564143,0.7299312694589345,0.7033520439313187
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README.md
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---
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-
#
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This is a [LinkTransformer](https://linktransformer.github.io/) model. At its core this model this is a sentence transformer model [sentence-transformers](https://www.SBERT.net) model- it just wraps around the class.
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It is designed for quick and easy record linkage (entity-matching) through the LinkTransformer package. The tasks include clustering, deduplication, linking, aggregation and more.
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---
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# {MODEL_NAME}
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This is a [LinkTransformer](https://linktransformer.github.io/) model. At its core this model this is a sentence transformer model [sentence-transformers](https://www.SBERT.net) model- it just wraps around the class.
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It is designed for quick and easy record linkage (entity-matching) through the LinkTransformer package. The tasks include clustering, deduplication, linking, aggregation and more.
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config.json
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{
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"_name_or_path": "
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"architectures": [
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"BertModel"
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],
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{
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"_name_or_path": "hiiamsid/sentence_similarity_spanish_es",
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"architectures": [
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"BertModel"
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],
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eval/Information-Retrieval_evaluation_eval_results.csv
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+
epoch,steps,cos_sim-Accuracy@1,cos_sim-Accuracy@3,cos_sim-Accuracy@5,cos_sim-Accuracy@10,cos_sim-Precision@1,cos_sim-Recall@1,cos_sim-Precision@3,cos_sim-Recall@3,cos_sim-Precision@5,cos_sim-Recall@5,cos_sim-Precision@10,cos_sim-Recall@10,cos_sim-MRR@10,cos_sim-NDCG@10,cos_sim-MAP@100
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linkage_es_aliases_train.csv
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The diff for this file is too large to render.
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special_tokens_map.json
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