Model: NilsML/fine_tuned_miniLM
Author: NilsML
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:46716, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:46716, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: Structurally, diplomonads have two equal-sized what and multiple flagella?
sentences: deciding when to buy or sell a stock is not an easy task because the market is hard to predict, being influenced by political and economic factors. thus, methodologies based on computational intelligence have been applied to this challenging problem. in this work, every day the stocks are ranked by technique for order preference by similarity to ideal solution ( topsis ) using technical analysis criteria, and the most suitable stock is selected for purchase. even so, it may occur that the market is not favorable to purchase on certain days, or even, the topsis make an incorrect selection. to improve the selection, another method should be used. so, a hybrid, we present the analysis of the brightest flare that was recorded in the \ emph { insight } - hmxt data set, in a broad energy range ( 2 $ - $ 200 kev ) from the microquasar grs ~ 1915 + 105 during an unusual low - luminosity state. this flare was detected by \ emph { insight } - hxmt among a series of flares during 2 june 2019 utc 16 : 37 : 06 to 20 : 11 : 36, with a 2 - 200 kev luminosity of 3. 4 $ - $ 7. 27 $ \ times10 ^ { 38 } $ er, nuclei, source_sentence: What instruments used in guidance systems to indicate directions in space must have an angular momentum that does not change in direction?
sentences: magnetic and transport properties of near - stoichiometric metastable fexmnygaz alloys ( 46 < x < 52, 17 < y25, 26 < z < 30 ) with face - centered cubic ( fcc ), body - centered cubic ( bcc ), and two - phase ( fcc + bcc ) structures are investigated. the experimental results are analyzed in terms of first - principles calculations of stoichiometric fe2mnga alloy with the l21, l12, and the tetragonally distorted l21 structural orderings. it is shown that the pure bcc and fcc phases have distinct magnetic, k nearest neighbor ( knn ) joins are used in scientific domains for data analysis, and are building blocks of several well - known algorithms. knn - joins find the knn of all points in a dataset. this paper focuses on a hybrid cpu / gpu approach for low - dimensional knn - joins, where the gpu may not yield substantial performance gains over parallel cpu algorithms. we utilize a work queue that prioritizes computing data points in high density regions on the gpu, and low density regions on the cpu, thereby taking advantage of each architecture ' s relative strengths. our approach, hybridknn - join,, the fact that these states are effectively decoupled from propagating photons. we prove that scattering of a parity - invariant single photon on a qubit pair, combined with a properly engineered time variation of the qubit detuning, is not only feasible, but also more effective than strategies based on the relaxation of the excited states of the qubits. the use of tensor network methods to simulate the proposed scheme enables to include photon delays in collision models, thus opening the possibility to follow the time evolution of the full quantum system, including qubits and field, and to efficiently implement and characterize the dynamics in non, source_sentence: If pollination and fertilization occur, a diploid zygote forms within an ovule, located where
sentences: while cosmic rays $ ( e \ gtrsim 1 \, \ mathrm { gev } ) $ are well coupled to a galaxy ' s interstellar medium ( ism ) at scales of $ l > 100 \, \ mathrm { pc } $, adjusting stratification and driving outflows, their impact on small scales is less clear. based on calculations of the cosmic ray diffusion coefficient from observations of the grammage in the milky way, cosmic rays have little time to dynamically impact the ism on those small scales. using numerical simulations, we explore how more complex cosmic ray transport could allow cosmic rays to couple, centripetal force, derived simple analytical expressions for the maximum growth rate, corresponding to the most unstable mode of the system. these expressions provide the explicit dependence of the growth rate on the various equilibrium parameters. for small angles the growth time is linearly proportional to the shear angle, and in this regime the single interface problem and the slab problem tend to the same result. on the contrary, in the limit of large angles and for the interface problem the growth time is essentially independent of the shear angle. in this regime we have also been able to calculate an approximate expression for the growth time for the slab configuration. magnetic shear can have a strong effect on the growth rates, source_sentence: When the hydrogen is nearly used up, the star can fuse which element into heavier elements?
sentences: the 50 ~ kton iron calorimeter ( ical ) detector at the underground india based neutrino observatory ( ino ) will make measurements on atmospheric neutrinos. muons produced in charged current ( cc ) interactions of muon neutrinos with the iron are tracked spatially and temporally through the signals that they produce in the resistive plate chambers ~ ( rpcs ) that are interleaved with iron layers. since the rpcs will be operated in the avalanche mode the signal rise - time is $ \ sim ~ 1 ~ \ rm { nsec } $ resulting in a fast time response, magnesium in air, pbhs. after discussing pbh formation as well as several inflation models leading to pbh production, we summarize various existing and future observational constraints. we then present topics on formation of pbh binaries, gravitational waves from pbh binaries, various observational tests of pbhs by using gravitational waves., source_sentence: How many different main types of diabetes are there?
sentences: skin, two, a connection between relativistic quantum mechanics in the foldy - wouthuysen representation and the paraxial equations is established for a dirac particle in external fields. the paraxial form of the landau eigenfunction for a relativistic electron in a uniform magnetic field is determined. the obtained wave function contains the gouy phase and significantly approaches to the paraxial wave function for a free electron.
pipeline_tag: sentence-similarity
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
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: sciq eval
type: sciq-eval
metrics: type: cosine_accuracy@1
value: 0.084
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.192
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.26
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.367
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.084
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.064
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.052
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.0367
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.084
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.192
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.26
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.367
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.20773622543165599
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.1588857142857143
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.17411230071844377
name: Cosine Map@100
verified: no
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Created: 2025-06-05 11:34:18