Model: garrykuwanto/mechanics-retrieval
Author: garrykuwanto
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:32292, 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, dense, generated_from_trainer, dataset_size:32292, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: I cast Transmute Rock to Mud
sentences: You cast Transmute Rock, expending a level 1 spell slot. , No, Sending requires wizard level 5 (you're level 2)., Spellcraft: [1d20+6] = 7 (INT), DC 30, source_sentence: I persuade the guard
sentences: attack: [1d20+14] = 21 vs AC. Apply damage on hit., Diplomacy: [1d20+5] = 24 vs DC 15. Success! The guard considers your words., Craft: [1d20+] = 4-2 (INT), DC 30, source_sentence: I'm leveling up to 14
sentences: Roll 1d8 for HP (or take 5 average) and add -1. Minimum 1 HP gained., Lightning Bolt: Reflex DC 17. Damage: [10d6] = 49 electricity., ranged attack: [1d20+10] = 17 vs AC. Hit: 1d10+STR piercing damage., source_sentence: Can I cast Inflict Serious Wounds Mass?
sentences: No, Inflict Serious Wounds Mass requires wizard level 13 (you're level 5)., Attack: [1d20+4] = 15 vs AC 14. Hit! Damage: [1d8+2] = 8 bludgeoning., Failure. You fail the attempt., source_sentence: I disable device to complex trap
sentences: Disable Device: [1d20+12] = 31, DC 15, Intimidate: [1d20+] = 8-3, DC 10, Handle Animal: [1d20+2] = 13, DC 30
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@1, cosine_mrr@5, cosine_mrr@10, cosine_mrr@20, 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: val
type: val
metrics: type: cosine_accuracy@1
value: 0.612992398064962
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.728403593642018
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7795438838977194
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8424326192121631
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.612992398064962
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3107578898871228
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2230822391154112
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1472702142363511
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5088608828988943
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6333032432369041
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6757586547945996
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.7435305179120136
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6841055604302765
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@1
value: 0.612992398064962
name: Cosine Mrr@1
verified: no, type: cosine_mrr@5
value: 0.6752246026261237
name: Cosine Mrr@5
verified: no, type: cosine_mrr@10
value: 0.6836602275095714
name: Cosine Mrr@10
verified: no, type: cosine_mrr@20
value: 0.6885202696208073
name: Cosine Mrr@20
verified: no, type: cosine_map@100
value: 0.6680479770017632
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 20
Created: 2025-12-10 16:00:59