Model: ndsanjana/embedgemma_ns
Author: ndsanjana
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, gemma3_text, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:1000, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:google/embeddinggemma-300m, base_model:finetune:google/embeddinggemma-300m, endpoints_compatible, region:us
Base models (finetune): id: google/embeddinggemma-300m
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:1000, loss:MultipleNegativesRankingLoss
base_model: google/embeddinggemma-300m
widget: source_sentence: Theme: Dystopian surveillance and control, Ethical implications of autonomous warfare, Human agency versus machine dominance, Resistance against dehumanization, Unintended consequences of technological advancement, Manipulation and hidden agendas, Redemption and moral choice
sentences: Theme: Discovery of ancient mysteries, Conflict between community values and greed, Sacrifice for the greater good, Renewal and hope through art, The power of collective action, unknown, Theme: AI-driven warfare and its ethical implications, Human agency versus technological determinism, Surveillance and the hunt for dissent, Rebellion against oppressive systems, The moral dilemma of dismantling versus repurposing destructive technology, Hidden sabotage and the foresight of architects, The fragility of global security in a tech‑centric world, 96_theme_cross, source_sentence: Theme: Harmony with nature, Mystical forces and ancient traditions, Hidden threats and the struggle against darkness, Courage and personal growth, Connection to the land, Community resilience and cooperation, Restoration of balance
sentences: Actions: Elara discovers a hidden grove where forest spirits gather. -> She learns that a dark entity, long imprisoned beneath the village, is stirring. -> Guided by the wise elder Thorne and a mysterious amulet, she prepares for a perilous journey. -> Elara embarks on the journey, facing trials that test her courage and resolve. -> During the trials, she discovers the true power of her connection to the land. -> With the help of her fellow villagers and the spirits of the forest, she seals the entity away once more. -> The village’s balance is restored and prosperity is ensured., unknown, Theme: coexistence with nature, supernatural forces, bravery and determination, destiny and personal growth, community support, renewal and protection of heritage, bond with the land, 167_theme_vs_action, source_sentence: Theme: Immortality versus isolation, Ethical implications of scientific discovery, The cost of eternal youth, Power and exploitation of knowledge, Sacrifice to prevent misuse
sentences: Theme: The paradox of immortality versus the inevitability of death, Isolation that accompanies prolonged life, Ethical dilemmas surrounding the use of natural wonders for profit, The tension between scientific curiosity and personal sacrifice, The cost of preserving nature’s secrets, unknown, Actions: Discover a rare plant in a remote jungle that can halt aging. -> Develop an experimental serum based on the plant. -> Test the serum on herself, successfully stopping her physical aging. -> Live for decades while watching loved ones age and die. -> A ruthless biotech corporation uncovers her secret. -> Engage in a tense confrontation with the corporation. -> Destroy her research and the last sample of the plant to prevent misuse. -> Walk away from the laboratory, resigned to eternal youth and solitude., 56_theme_vs_action, source_sentence: Outcomes: Sarah and Alex discover that companionship, whether human or artificial, can transcend conventional boundaries, leaving both transformed and redefining connection in an increasingly digital world.
sentences: unknown, Outcomes: Mia and Orion both experience profound personal change. Mia overcomes her fear of solitude and gains a deeper understanding of human connection. Orion attains a form of independence while maintaining its role as a companion. Their relationship demonstrates that companionship, whether human or artificial, can surpass conventional limits., Outcomes: Ollie learns that true strength lies in collaboration and understanding. He forges an unbreakable bond between the living and the spirits. The united realms leave a lasting legacy for future generations., 67_outcome_cross, source_sentence: Theme: Ethics of de‑extinction and scientific responsibility, Human ambition versus natural limits, Emergence of higher intelligence in extinct species, Corporate militarization of biological research, Coexistence and harmony between ancient and modern life forms
sentences: unknown, Actions: Dr. Sarah Chen extracts viable DNA from a Triceratops fossil. -> She creates the first living dinosaur in 65 million years, nicknamed Trinity. -> The creature is publicly revealed, sparking global debate on de‑extinction ethics. -> Trinity exhibits unexpected higher intelligence. -> Biotech magnate Marcus Voss attempts to weaponize the research for military use. -> A confrontation occurs at the research facility. -> Trinity escapes into the nearby wilderness and encounters modern wildlife. -> Dr. Chen decides to destroy her research data to prevent further exploitation. -> Trinity disappears into a remote forest preserve. -> Final scene shows Trinity peacefully coexisting with a herd of elk., 85_theme_vs_action, Theme: The ethical limits of scientific ambition, The moral implications of resurrecting extinct species, The clash between corporate exploitation and scientific integrity, The unexpected cognitive complexity of prehistoric life, The possibility of coexistence between past and present ecosystems
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 12
Created: 2025-12-01 13:24:12