Model: hyrinmansoor/changAI-nomic-embed-text-v1.5-finetuned
Author: hyrinmansoor
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, tensorboard, safetensors, modernbert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:109806, loss:CachedGISTEmbedLoss, arxiv:1908.10084, base_model:nomic-ai/modernbert-embed-base, base_model:finetune:nomic-ai/modernbert-embed-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: nomic-ai/modernbert-embed-base
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:109806, loss:CachedGISTEmbedLoss
base_model: nomic-ai/modernbert-embed-base
widget: source_sentence: search_query: hey, can u check which employee processed most orders?
sentences: search_document: [FIELD] schedule_date | [TABLE] tabPurchase Order Item, search_document: [FIELD] employee | [TABLE] tabSales Order, search_document: [FIELD] grand_total | [TABLE] tabSales Order, source_sentence: search_query: customers sending back things this week
sentences: search_document: [TABLE] Sales Invoice, search_document: [TABLE] Payment Entry, search_document: TABLE tabSales Invoice, source_sentence: search_query: plz chk on the providers billing from past 30 days
sentences: search_document: FIELD item_code | TABLE tabSales Invoice Item, search_document: [FIELD] grand_total | [TABLE] tabQuotation, search_document: [FIELD] name | [TABLE] tabPurchase Invoice, source_sentence: search_query: show me returned deliveries for customer
sentences: search_document: [FIELD] ewaybill | [TABLE] tabSales Invoice, search_document: [FIELD] posting_date | [TABLE] tabDelivery Note, search_document: [FIELD] posting_date | [TABLE] tabDelivery Note, source_sentence: search_query: can u get me item names? r they good? like over twenty reviews?
sentences: search_document: [FIELD] owner | [TABLE] tabSales Invoice, search_document: [FIELD] status | [TABLE] Sales Order, search_document: [FIELD] product | [TABLE] tabReview
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@5, cosine_accuracy@12, cosine_precision@12, cosine_recall@12, cosine_ndcg@10, cosine_mrr@10, cosine_map@10, cosine_map@12
model-index: name: SentenceTransformer based on nomic-ai/modernbert-embed-base
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: erp val
type: erp-val
metrics: type: cosine_accuracy@1
value: 0.5202312138728323
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@5
value: 0.7882291119285338
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@12
value: 0.8644245927482922
name: Cosine Accuracy@12
verified: no, type: cosine_precision@12
value: 0.10444035733053074
name: Cosine Precision@12
verified: no, type: cosine_recall@12
value: 0.7637539266190622
name: Cosine Recall@12
verified: no, type: cosine_ndcg@10
value: 0.6144354463109488
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6306293738374661
name: Cosine Mrr@10
verified: no, type: cosine_map@10
value: 0.5400535118827507
name: Cosine Map@10
verified: no, type: cosine_map@12
value: 0.54381186867155
name: Cosine Map@12
verified: no
Likes: 0 | All-time downloads: 1202
Created: 2025-11-24 18:04:47