Model: baconnier/Finance2_embedding_small_en-V1.5
Author: baconnier
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:15525, loss:MultipleNegativesRankingLoss, dataset:baconnier/finance_dataset_small_private, arxiv:1908.10084, arxiv:1705.00652, base_model:BAAI/bge-small-en-v1.5, base_model:finetune:BAAI/bge-small-en-v1.5, model-index, text-embeddings-inference, endpoints_compatible, deploy:azure, region:us
Base models (finetune): id: BAAI/bge-small-en-v1.5
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:15525, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-small-en-v1.5
datasets: baconnier/finance_dataset_small_private
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
widget: source_sentence: What is the loan to value ratio (LTV) for Samantha's mortgage, and how does it relate to the definition of LTV?
sentences: Loan amount = Home value - Down payment
Loan amount = $300,000 - $60,000 = $240,000
LTV = Loan amount ÷ Home value
LTV = $240,000 ÷ $300,000 = 0.8 or 80%
The LTV is the proportion of the property's value financed by the loan.
The LTV for Samantha's mortgage is 80%, which aligns with the definition of LTV as the proportion of the property's value financed by the loan., LTV = Down payment ÷ Home value
LTV = $60,000 ÷ $300,000 = 0.2 or 20%
The LTV for Samantha's mortgage is 20%., What is a sale in the context of securities trading?, source_sentence: What is greenmail, and how does it differ from a typical stock acquisition?
sentences: Greenmail is when a company buys a small amount of stock in another company. This is different from a normal stock purchase because the amount is small.
Greenmail is a small stock purchase, unlike a typical acquisition., Greenmail is a corporate finance tactic where an unfriendly entity acquires a large block of a target company's stock, intending to force the target company to buy back the shares at a significant premium to prevent a hostile takeover. This differs from a typical stock acquisition, which is usually done for investment purposes or to gain a smaller ownership stake, without the explicit intention of forcing a buyback or threatening a takeover.
Greenmail is a tactic used by an unfriendly entity to force a target company to buy back its shares at a premium to prevent a hostile takeover, while a typical stock acquisition is done for investment or to gain a smaller ownership stake without the intention of forcing a buyback or threatening a takeover., What is the process of 'circling' in the context of underwriting a new share issue?, source_sentence: ISOs are not taxed at grant or exercise. If shares are held for 2 years from grant and 1 year from exercise, the profit is taxed as long-term capital gain. If holding periods are not met, it's a disqualifying disposition, and the profit is taxed as ordinary income.
ISOs are tax-free at grant and exercise. Profit is taxed as capital gain or ordinary income based on holding periods.
sentences: Incentive Stock Options have no tax benefits and are taxed as ordinary income when exercised.
ISOs are taxed as ordinary income when exercised., What are the key characteristics of Incentive Stock Options (ISOs) in terms of taxation?, What is a short squeeze, and how does it affect stock prices?, source_sentence: What is a sell order, and how does it relate to Maggie's decision to sell her XYZ Corporation shares?
sentences: A performance fund is a growth-oriented mutual fund that invests primarily in stocks of companies with high growth potential and low dividend payouts. These funds are typically associated with higher risk compared to other types of mutual funds. For example, balanced funds invest in a mix of stocks and bonds and have a more moderate risk profile, while money market funds invest in low-risk, short-term securities and offer lower returns. Performance funds aim for higher capital appreciation but come with increased volatility.
A performance fund is a high-risk, growth-oriented mutual fund that invests in stocks with high growth potential and low dividends, aiming for capital appreciation. It differs from balanced funds (moderate risk, mix of stocks and bonds) and money market funds (low risk, short-term securities, lower returns)., A sell order is when you want to buy shares of a stock. Maggie wanted to sell her XYZ shares because the price was going up.
Maggie placed a sell order to buy XYZ shares since the price was increasing., A sell order is an instruction given by an investor to a broker to sell a specific financial asset at a certain price or market condition. Maggie placed a sell order for 1,000 shares of XYZ Corporation at a limit price of $50 per share because she believed the company's recent acquisition announcement would negatively impact the stock price in the short term.
Maggie placed a sell order to sell 1,000 XYZ shares at $50 or higher due to her expectation of a short-term price decline following the company's acquisition announcement., source_sentence: What is industrial production, and how is it measured by the Federal Reserve Board?
sentences: What is triangular arbitrage, and how does it allow traders to profit from price discrepancies across three different markets?, Industrial production is a statistic that measures the output of factories and mines in the US. It is released by the Federal Reserve Board every quarter.
Industrial production measures factory and mine output, released quarterly by the Fed., Industrial production is a statistic determined by the Federal Reserve Board that measures the total output of all US factories and mines on a monthly basis. The Fed collects data from various government agencies and trade associations to calculate the industrial production index, which serves as an important economic indicator, providing insight into the health of the manufacturing and mining sectors.
Industrial production is a monthly statistic calculated by the Federal Reserve Board, measuring the total output of US factories and mines using data from government agencies and trade associations, serving as a key economic indicator for the manufacturing and mining sectors.
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on BAAI/bge-small-en-v1.5
results: task: type: triplet
name: Triplet
dataset: name: Finance Embedding Metric
type: Finance_Embedding_Metric
metrics: type: cosine_accuracy
value: 0.9791425260718424
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0.02085747392815759
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 0.9779837775202781
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 0.9791425260718424
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 0.9791425260718424
name: Max Accuracy
verified: no
Likes: 1 | All-time downloads: 18817
Created: 2024-06-09 13:19:01