Model: kr-manish/bge-base-raw_pdf_finetuned_vf1
Author: kr-manish
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:111, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:BAAI/bge-base-en-v1.5, base_model:finetune:BAAI/bge-base-en-v1.5, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: base_model: BAAI/bge-base-en-v1.5
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:111, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: Template la - Spy cepA s3062 F30 Sequence ( 5' /3') Oligo [ l AGACTCCATATGGAGTCTAGCCAAACAG500 nM GAACA (SEQ ID NO, 1) In addition to containing the reagents necessary for driv­ ing the GAS NEAR assay, the lyophilized material also contains the lytic agent for GAS, the protein plyC; therefore, 65 GAS lysis does not occur until the lyophilized material is re-suspended. In some cases, the lyophilized material does not contain a lytic agent for GAS, for example, in some
sentences: (45) Date of Patent, http, ID, source_sentence: :-"<-------t 40000 -1-----/-f-~~-----I 35000 -----+-IN---------- § 30000 ----t+t---=~--- ~ 25000 ----~---++------t ~ 20000 -1----ff-r-ff.,.__----->t''n-\--------l
sentences: 45000 -------,-----=....., -~' ~-- -~<, comprises, source_sentence: 55 1. A composition comprising i) a forward template comprising a nucleic acid sequence comprising a recognition region at the 3' end that is complementary to the 3' end of the Streptococcus pyogenes (S. pyogenes) cell envelope proteinase A 60 (cepA) gene antisense strand; a nicking enzyme bind­ ing site and a nicking site upstream of said recognition region; and a stabilizing region upstream of said nick­ ing site, the forward template comprising a nucleotide sequence having at least 80, 85, or 95% identity to SEQ 65
sentences: ' -- ,' ,.,,,..,,,. _..,,,,.,,, .... ~-__ .... , , _,. ........-----., What is claimed is, annotated as follows, source_sentence: 0 1 2 3 4 5 6 7 8 9 10 Time (minutes) FIG. 1 (Cont.)
sentences: ,-;.-, I I I I I I I I I, (21) Appl. No., source_sentence: ~ " '"-'-en 25000 1 ,.,,µ,· ,, · .,-,.. •~h • 1 (1) ,\ II J } 7; . \ \(9,i, .,u, 4\:
sentences: 80, 85, or 95% identity to SEQ ID NO, u, en 25000 I ' 'lJVL' • -. • . .,.. ""~" '' ' I Q) l!J "667 7 ..._7 ... -,
model-index: name: SentenceTransformer based on BAAI/bge-base-en-v1.5
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.07692307692307693
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.07692307692307693
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.23076923076923078
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.02564102564102564
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.015384615384615385
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.02307692307692308
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.07692307692307693
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.07692307692307693
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.23076923076923078
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.10157463646252407
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.06227106227106227
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.08137504276350917
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 512
type: dim_512
metrics: type: cosine_accuracy@1
value: 0
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.07692307692307693
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.07692307692307693
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.23076923076923078
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.02564102564102564
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.015384615384615385
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.02307692307692308
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.07692307692307693
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.07692307692307693
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.23076923076923078
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.09595574046316672
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.05662393162393163
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.0744997471979569
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.07692307692307693
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.07692307692307693
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.23076923076923078
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.02564102564102564
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.015384615384615385
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.02307692307692308
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.07692307692307693
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.07692307692307693
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.23076923076923078
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.0981693666921052
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.05897435897435897
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.08277736107354086
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 128
type: dim_128
metrics: type: cosine_accuracy@1
value: 0.07692307692307693
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.23076923076923078
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.23076923076923078
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.38461538461538464
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.07692307692307693
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.07692307692307693
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.04615384615384616
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.038461538461538464
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.07692307692307693
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.23076923076923078
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.23076923076923078
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.38461538461538464
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.21938110224036803
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.1700854700854701
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.1860790779646314
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 64
type: dim_64
metrics: type: cosine_accuracy@1
value: 0
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.07692307692307693
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.15384615384615385
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.3076923076923077
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.02564102564102564
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.03076923076923077
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.03076923076923077
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.07692307692307693
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.15384615384615385
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.3076923076923077
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.1299580480538269
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.07628205128205127
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.10015432076692518
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 173
Created: 2024-07-17 16:12:19