Model: rbhatia46/mpnet-base-financial-rag-matryoshka
Author: rbhatia46
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:169213, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss, en, arxiv:1908.10084, arxiv:2205.13147, arxiv:1705.00652, base_model:sentence-transformers/all-mpnet-base-v2, base_model:finetune:sentence-transformers/all-mpnet-base-v2, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-mpnet-base-v2
Card metadata: base_model: sentence-transformers/all-mpnet-base-v2
language: en
library_name: sentence-transformers
license: apache-2.0
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
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:169213, loss:MatryoshkaLoss, loss:MultipleNegativesRankingLoss
widget: source_sentence: This is bullshit. The US government requires taxes to be paid in USD. There's your intrinsic value. If you want to be compliant with the federal law, your business and you as an individual are required to convert assets or labor into USD to pay them.
sentences: we love face paint melbourne, how long to pay off debt, what is the difference between us tax and mls, source_sentence: &gt;  There's always another fresh-faced new grad with dollar signs in his eyes who doesn't know enough to ask about outstanding shares, dilution, or preferences.  They'll learn soon enough.  &gt; Very few startups are looking for penny-ante 'investor' employees who can only put &lt;$100k.  You'll probably find that the majority of tech startups are looking for under $100k to get going. Check out kickstarter.com sometime.  &gt; Actual employees are lucky if they can properly value their options, let alone control how much it ends up being worth in the end.  If you're asked to put in work without being fully compensated, you are no longer an employee. You're an investor. You need to change your way of thinking.
sentences: how much money is needed to start a company, capital one interest rate, can you transfer abc tax directly to a customer, source_sentence: Let's suppose your friend gave your $100 and you invested all of it (plus your own money, $500) into one stock. Therefore, the total investment becomes $100 + $500 = $600. After few months, when you want to sell the stock or give back the money to your friend, check the percentage of profit/loss. So, let's assume you get 10% return on total investment of $600.  Now, you have two choices. Either you exit the stock entirely, OR you just sell his portion. If you want to exit, sell everything and go home with $600 + 10% of 600 = $660. Out of $660, give you friend his initial capital + 10% of initial capital. Therefore, your friend will get $100 + 10% of $100 = $110. If you choose the later, to sell his portion, then you'll need to work everything opposite. Take his initial capital and add 10% of initial capital to it; which is $100 + 10% of $100 = $110. Sell the stocks that would be worth equivalent to that money and that's it. Similarly, you can apply the same logic if you broke his $100 into parts. Do the maths.
sentences: what do people think about getting a good job, how to tell how much to sell a stock after buying one, how to claim rrsp room allowance, source_sentence: You're acting like my comments are inconsistent. They're not.  I think bitcoin's price is primarily due to Chinese money being moved outside of China. I don't think you can point to a price chart and say "Look, that's the Chinese money right there, and look, that part isn't Chinese money". That's what I said already.
sentences: bitcoin price in china, can i use tax act to file a spouse's tax, what to look at if house sells for an appraiser?, source_sentence: It's simple, really: Practice. Fiscal responsibility is not a trick you can learn look up on Google, or a service you can buy from your accountant.  Being responsible with your money is a skill that is learned over a lifetime.  The only way to get better at it is to practice, and not get discouraged when you make mistakes.
sentences: how long does it take for a loan to get paid interest, whatsapp to use with a foreigner, why do people have to be fiscally responsible
model-index: name: mpnet-base-financial-rag-matryoshka
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.1809635722679201
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4935370152761457
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5734430082256169
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.663924794359577
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.1809635722679201
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.1645123384253819
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11468860164512337
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.06639247943595769
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1809635722679201
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4935370152761457
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5734430082256169
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.663924794359577
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.41746626575107176
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.33849252979687783
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3464380043472146
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 512
type: dim_512
metrics: type: cosine_accuracy@1
value: 0.19036427732079905
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4900117508813161
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5687426556991775
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6533490011750881
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.19036427732079905
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.16333725029377202
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.11374853113983546
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.06533490011750881
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.19036427732079905
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4900117508813161
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5687426556991775
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6533490011750881
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4174472433498665
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.3417030384421691
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.35038294448729146
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0.1797884841363102
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.47473560517038776
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.54524089306698
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6439482961222092
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.1797884841363102
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.15824520172346257
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.10904817861339598
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.06439482961222091
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1797884841363102
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.47473560517038776
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.54524089306698
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6439482961222092
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4067526935952037
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.3308208829947965
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.33951940009649473
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 128
type: dim_128
metrics: type: cosine_accuracy@1
value: 0.18566392479435959
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.4535840188014101
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.5240893066980024
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.6216216216216216
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.18566392479435959
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.15119467293380337
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.10481786133960047
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.06216216216216215
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.18566392479435959
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4535840188014101
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5240893066980024
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.6216216216216216
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.39600584846785714
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.324298211254733
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.33327512340163784
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 64
type: dim_64
metrics: type: cosine_accuracy@1
value: 0.16333725029377202
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.42420681551116335
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.491186839012926
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.5781433607520564
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.16333725029377202
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.14140227183705445
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.09823736780258518
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.05781433607520563
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.16333725029377202
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.42420681551116335
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.491186839012926
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5781433607520564
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.36616361619562976
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.2984467386641303
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3078022299669783
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 198
Created: 2024-08-07 22:20:10