Model: onecd2000/modernbert-embed-test
Author: onecd2000
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:72, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:nomic-ai/modernbert-embed-base, base_model:finetune:nomic-ai/modernbert-embed-base, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: nomic-ai/modernbert-embed-base
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:72, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: nomic-ai/modernbert-embed-base
widget: source_sentence: What do the packets contain that is essential for their travel?
sentences: Packet switching breaks data into small packets, each containing a destination address. These packets travel independently across the network, taking different paths if necessary, and reassemble at the destination. This method proved to be more efficient and resilient, making it the backbone of modern internet communication.

The Birth of ARPANET, Early Concepts of Networking, . Researchers such as Paul Baran at RAND Corporation and Donald Davies at the National Physical Laboratory in the UK independently developed the concept of packet switching., source_sentence: Which laboratory was Donald Davies associated with when he developed packet switching?
sentences: . Understanding the beginning of the internet requires an exploration of the early concepts of networking, the establishment of ARPANET, and the development of key protocols that laid the foundation for the modern internet., . Researchers such as Paul Baran at RAND Corporation and Donald Davies at the National Physical Laboratory in the UK independently developed the concept of packet switching., The Beginning of the Internet: A Journey Through Innovation

Introduction, source_sentence: What role did commercial networking play in relation to the internet?
sentences: Beyond ARPANET, various institutions contributed to the internet’s expansion. The emergence of local area networks (LANs), the Domain Name System (DNS), and the rise of commercial networking played significant roles in shaping the internet., Beyond ARPANET, various institutions contributed to the internet’s expansion. The emergence of local area networks (LANs), the Domain Name System (DNS), and the rise of commercial networking played significant roles in shaping the internet., The TCP/IP Protocol SuiteIn 1973, Vinton Cerf and Robert Kahn developed the Transmission Control Protocol (TCP) and later, the Internet Protocol (IP), collectively known as TCP/IP. This protocol suite allowed networks of different architectures to communicate, forming the foundation of the modern internet., source_sentence: What type of communication system did the United States government seek?
sentences: Packet Switching and Its RoleTraditional telephone networks relied on circuit-switching, which established a direct connection between two parties. However, circuit-switching was inefficient for data communication, as it required dedicated lines for each connection, Packet switching breaks data into small packets, each containing a destination address. These packets travel independently across the network, taking different paths if necessary, and reassemble at the destination. This method proved to be more efficient and resilient, making it the backbone of modern internet communication.

The Birth of ARPANET, The idea of interconnected networks dates back to the 1950s and 1960s, during the height of the Cold War. The United States government, concerned with maintaining communication in the event of a nuclear attack, sought a decentralized communication system that could withstand disruptions. This vision led to research in packet-switching technology and distributed networks., source_sentence: What are the origins of the internet said to be rooted in?
sentences: The internet is one of the most transformative technological advancements in human history, shaping the way we communicate, work, and interact with the world. However, its origins are rooted in decades of research, experimentation, and collaboration among scientists, engineers, and visionaries, The Beginning of the Internet: A Journey Through Innovation

Introduction, The first successful ARPANET message was sent on October 29, 1969, from UCLA to SRI. The intended message was “LOGIN,” but the system crashed after transmitting only “LO.” This marked the first instance of networked digital communication, paving the way for the modern internet.

Expansion and Development of Protocols
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: Fine-tuned with [QuicKB](https://github.com/ALucek/QuicKB)
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 1
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 1
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 1
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3333333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 1
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 1
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 1
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 1
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 1
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: 1
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 1
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 1
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3333333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 1
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 1
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 1
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 1
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 1
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: 1
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 1
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 1
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3333333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 1
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 1
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 1
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 1
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 1
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: 0.875
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.875
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.875
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.875
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.29166666666666663
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17500000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.875
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.875
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.875
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9195258983885027
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8958333333333334
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8958333333333334
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: 0.625
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.625
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.875
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.625
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.20833333333333331
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17500000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.625
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.625
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.875
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7662391001971381
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6958333333333334
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6958333333333333
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 5
Created: 2025-03-21 15:44:48