Model: PhilipCisco/qwen3-base-financial
Author: PhilipCisco
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, qwen3, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:5600, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:Qwen/Qwen3-Embedding-0.6B, base_model:finetune:Qwen/Qwen3-Embedding-0.6B, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: Qwen/Qwen3-Embedding-0.6B
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:5600, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
base_model: Qwen/Qwen3-Embedding-0.6B
widget: source_sentence: What were the total assets at fair value on December 31, 2023?
sentences: In addition to its contractual cash requirements, the Company has an authorized share repurchase program. The program does not obligate the Company to acquire a minimum amount of shares. As of September 30, 2023, the Company’s quarterly cash dividend was $0.24 per share., Effective January 1, 2023, we prospectively adopted new guidance that eliminated the recognition and measurement of TDRs. We evaluate all loans and receivables restructurings according to accounting guidance for loan refinancing and restructuring. Modifications to loans and receivables primarily include temporary interest rate reductions and placing the customer on a fixed payment plan not to exceed 60 months., Total assets at fair value on December 31, 2023 were reported to be $71,921 million., source_sentence: What were the key factors affecting the company's cash flow from operations in fiscal 2023?
sentences: General and administrative | $ | 950 | | $ | 2,025 | 113 | % Percentage of revenue | 11 | % | 20 | % | General and administrative expense increased $1.1 billion, or 113%, in 2023, compared to 2022., Within two months after submission of each annual execution proposal, the Macao government will decide on their approval, and may request adjustments to specific projects, to the investment amount and to the execution schedule., The company's cash flow from operations in fiscal 2023 was affected by various factors including changes in working capital components like accounts payable, inventories, and accounts receivable., source_sentence: What percentage of the total U.S. dialysis patient service revenues were generated from government-based programs in 2023?
sentences: The document includes a 'Glossary of Terms and Acronyms' that provides definitions and explanations of financial terms used., Profit before taxes for 2022 was $8,752 million and rose to $13,050 million in 2023., In 2023, approximately 67% of the total U.S. dialysis patient service revenues were generated from government-based programs., source_sentence: What was the effective income tax rate for the Company in 2023?
sentences: Chevron's oil-equivalent production in the UK has increased by approximately 4 percent from 2022 to 2023, as indicated in the production summary tables., The Company’s effective income tax rate decreased to 25.1% in 2023 compared to 25.9% in the prior year., In 2023, 45% of our consolidated Gross Merchandise Sales was generated when a seller or buyer, or both, were located outside of the United States., source_sentence: Which section of the financial document addresses Financial Statements and Supplementary Data?
sentences: The gift card liability was $145,014 in 2022 and increased to $164,930 in 2023., The 7% Notes due 2029 are scheduled to mature on February 15, 2029., Financial Statements and Supplementary Data are addressed in Item 8 of the financial document.
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: Qwen3 base Financial 
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 1024
type: dim_1024
metrics: type: cosine_accuracy@1
value: 0.7178571428571429
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8535714285714285
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8771428571428571
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9207142857142857
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7178571428571429
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2845238095238095
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1754285714285714
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09207142857142855
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7178571428571429
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8535714285714285
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8771428571428571
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9207142857142857
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8230787488982158
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7915907029478457
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.794792825025749
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 21
Created: 2025-09-08 09:01:45