Marsilia-Embeddings-EN-Large

Para usar este modelo con la biblioteca Sentence Transformers:

from sentence_transformers import SentenceTransformer

# Descargar desde el 🤗 Hub
model = SentenceTransformer("sujet-ai/Marsilia-Embedding-EN-Large")

# Ejecutar inferencia
sentences = [
 'What are the advantages and disadvantages of investing in corporate bonds compared to government bonds?',
 '€100,000 2.88% 15/1/2038 92,965 0.02% Bank of New York Mellon Corp. $95,000 4.97% 26/4/2034 92,748 0.02% WPC Eurobond BV €100,000 1.35% 15/4/2028 92,674 0.02% Amgen, Inc.1$100,000 2.60% 19/8/2026 92,601 0.02% AT&T, Inc. €100,000 2.05% 19/5/2032 92,593 0.02% Aon Corp. $100,000 3.75% 2/5/2029 92,563 0.02% Chubb INA Holdings, Inc. $102,000 4.35% 3/11/2045 92,352 0.02% Bank of America Corp. $96,000 4.38% 27/4/2028 92,301 0.02% Verizon Communications, Inc. $117,000 1.50% 18/9/2030 92,243 0.02% Medtronic Global Holdings SCA €100,000 0.38% 15/10/2028 92,231 0.02% Intel Corp. $100,000 4.90% 5/8/2052 92,209 0.02% KeyBank NA $100,000 4.15% 8/8/2025 92,200 0.02% Aetna, Inc. $95,000 3.50% 15/11/2024 92,178 0.02% AT&T, Inc. $110,000 4.35% 15/6/2045 92,161 0.02% PepsiCo, Inc. €100,000 1.13% 18/3/2031 92,095 0.02% Ally Financial, Inc. $115,000 2.20% 2/11/2028 92,042 0.02% JPMorgan Chase & Co. £100,000 1.90% 28/4/2033 92,039 0.02% Westinghouse Air Brake Technologies Corp. $95,000 4.95% 15/9/2028 92,021 0.02% Viatris , Inc. $139,000 4.00% 22/6/2050 91,948 0.02% Amazon.com, Inc. $90,000 4.80% 5/12/2034 91,936 0.02% General Motors Financial Co., Inc. $95,000 3.50% 7/11/2024 91,890 0.02% US Bancorp $120,000 1.38% 22/7/2030 91,848 0.02% Goldman Sachs Group, Inc. $105,000 4.41% 23/4/2039 91,826 0.02% Blackstone Holdings Finance Co. LLC €100,000 1.50% 10/4/2029 91,820 0.02%',
 '924 Vanguard USD Treasury Bond UCITS ETF Principal US Dollars ($) CouponMaturity DateFair Value US Dollars ($)% of Total Net Assets United States Treasury Note 8,475,000 1.88% 28/2/2027 7,769,854 0.47% United States Treasury Bond 9,088,000 3.00% 15/8/2052 7,731,900 0.46% United States Treasury Note 8,907,000 1.38% 31/12/2028 7,726,823 0.46% United States Treasury Note 8,184,000 1.13% 15/1/2025 7,696,477 0.46% United States Treasury Bond 10,590,000 1.88% 15/2/2041 7,692,642 0.46% United States Treasury Note 8,466,000 0.25% 30/9/2025 7,668,344 0.46% United States Treasury Note 8,266,700 1.63% 15/2/2026 7,659,614 0.46% United States Treasury Note 8,957,000 0.63% 31/12/2027 7,654,036 0.46% United States Treasury Note 8,087,000 0.38% 15/8/2024 7,651,060 0.46% United States Treasury Note 8,000,500 2.13% 15/5/2025 7,596,412 0.46% United States Treasury Note 8,035,000 2.50% 31/3/2027 7,530,302 0.45% United States Treasury Note 8,138,700 1.63% 15/5/2026 7,511,766 0.45% United States Treasury Note 8,464,000 1.75% 31/1/2029 7,483,366 0.45% United States Treasury Note 8,296,000 0.88% 30/6/2026 7,474,826 0.45% United States Treasury Note 8,078,000 2.00% 15/11/2026 7,472,781 0.45% United States Treasury Note 7,874,000 1.50% 15/2/2025 7,432,010 0.45% United States Treasury Note 7,794,000 1.75% 15/3/2025 7,372,332 0.44% United States Treasury Bond 10,008,000 2.00% 15/11/2041 7,327,732 0.44% United States Treasury Note 8,106,000 0.38% 30/11/2025 7,316,932 0.44% United States Treasury Note 7,738,000 2.75% 30/4/2027 7,309,992 0.44% United States Treasury Bond 11,011,000 1.88% 15/11/2051 7,270,701 0.44% United States Treasury Bond 10,047,000 2.25% 15/2/2052 7,263,667 0.44% United States Treasury Note 7,416,000 3.25% 30/6/2027 7,132,686 0.43% United States Treasury Note 7,559,000 2.63% 31/5/2027 7,103,098 0.43% United States Treasury Note 7,729,500 2.38% 15/5/2029 7,046,526 0.42% United States Treasury Note 7,855,000 1.88% 28/2/2029 6,986,041 0.42% United States Treasury Note 7,023,000 4.13% 30/9/2027 6,984,044 0.42% United States Treasury Note 7,000,000 4.00% 30/6/2028 6,961,',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 1024]

# Obtener los puntajes de similitud para las incrustaciones
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [3, 3]