Model: dinho1597/FT_RAG
Author: dinho1597
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5600, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:BAAI/bge-small-en-v1.5, base_model:finetune:BAAI/bge-small-en-v1.5, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-small-en-v1.5
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5600, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-small-en-v1.5
widget: source_sentence: What is the main factor of signal interference in MCFs?
sentences: The main factor of signal interference in MCFs is crosstalk, which is the leakage of a fraction of the signal power from a given core to its neighboring core., An integrity group temporal key (IGTK) is a random value used to protect group addressed medium access control (MAC) management protocol data units (MMPDUs) from a broadcast/multicast source station (STA)., Wireless sensing through the combined use of radio wave and AI technologies aims to identify objects and recognize actions with high precision., source_sentence: What types of drones can be used to construct multi-tier drone-cell networks?
sentences: The coupling coefficient represents the tightness of coupling between transmit and receive coils in wireless charging systems., A cheap, slow photodiode placed next to the rear face of the laser package is commonly used as the monitor detector in laser drive circuits., Multi-tier drone-cell networks can be constructed by utilizing several drone types, similar to terrestrial HetNets with macro-, small-, femtocells, and relays., source_sentence: Which technology was explored for high capacity last mile and pre-aggregation backhaul in small cell networks?
sentences: According to Pearl's Ladder of Causation, counterfactual questions can only be answered if information from all other levels (associational and interventional) is available. Counterfactuals subsume interventional and associational questions, and therefore sit at the top of the hierarchy., Shannon's classical source coding theorem provides the minimum distortion achievable in encoding a Gaussian stationary input signal., The passage mentions that 60 GHz and 70-80 GHz millimeter wave communication technologies were explored for high capacity last mile and pre-aggregation backhaul in small cell networks., source_sentence: What is the main output of the design procedure for a passive lossless Huygens metasurface?
sentences: Entanglement distillation is the process of purifying imperfect entangled states to obtain maximally entangled states., The main output of the design procedure is the transmitted fields as well as the surface impedance and admittance., The component of IoT responsible for sensing and collecting data is the sensors., source_sentence: What is the formula for the relative entropy between two probability density functions?
sentences: The consequence of the fact that the total power radiated varies as the square of the frequency of the oscillation is that shorter wavelength (higher frequency) light is scattered much more strongly than longer wavelength (lower frequency) light., Hybrid infrastructures are comprised of various proximate and distant computing nodes, either mobile or immobile., The relative entropy between two probability density functions f and g is equal to the negative integral of f(x) multiplied by the logarithm of the ratio of f(x) and g(x), with respect to x.
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_recall@1, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: SentenceTransformer based on BAAI/bge-small-en-v1.5
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: telecom ir eval
type: telecom-ir-eval
metrics: type: cosine_accuracy@1
value: 0.9733333333333334
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.995
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.995
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.995
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.9733333333333334
name: Cosine Precision@1
verified: no, type: cosine_recall@1
value: 0.9733333333333334
name: Cosine Recall@1
verified: no, type: cosine_ndcg@10
value: 0.985912396714286
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9827777777777778
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9831452173557438
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 9
Created: 2025-01-08 21:49:18