Model: mazej/all-MiniLM-L6-v2_185348_fine-tuned__MultipleNegativesRankingLoss_b32_accs8_193453_fine-tuned
Author: mazej
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:18364, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:mazej/all-MiniLM-L6-v2_MultipleNegativesRankingLoss_b32_accs8_185348_fine-tuned, base_model:finetune:mazej/all-MiniLM-L6-v2_MultipleNegativesRankingLoss_b32_accs8_185348_fine-tuned, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: mazej/all-MiniLM-L6-v2_MultipleNegativesRankingLoss_b32_accs8_185348_fine-tuned
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:18364, loss:MultipleNegativesRankingLoss
base_model: mazej/all-MiniLM-L6-v2_MultipleNegativesRankingLoss_b32_accs8_185348_fine-tuned
widget: source_sentence: Subdomains for UK and USA
sentences: I just created a house for the witch doctor but it says that it is not a valid house. The house i built has two chairs, a table, doors and is built using shadewood and mahogany. Can someone tell me what are the conditions to get him to move in the jungle?, Ive checked everywhere but I cant find the meta-inf folder so that i can delete it to get mods working. I've checked in the 1.6.4 version folder but there was nothing in the except two folders called 1.6.4 and 1.6.4.json., I want to translate the page based on the accept-language headers, do I need to redirect to /$lang or having different content(actually same content but translated) in the same url is ok?, source_sentence: Static friction greater than kinetic friction
sentences: When dragging an object, there is a greater start-up force than the force it takes to keep it moving. Why is this? Why are there two different values for friction?, Suppose that I have the following list called mylist: mylist = {80.2, 80.3, 80.4, 327.6, 327.7, 327.8}; I would like to split mylist so that runs of consecutive elements are placed in the same sublist. Here, I will define two consecutive elements as real numbers that differ by 0.1. The second element can be either 0.1 greater than or 0.1 less than the first element, although in reality it makes more sense if the second element can only be 0.1 greater than the first element. (In my actual application, mylist is a list of times [i.e., elapsed time], in seconds, for example. My system is sampled every 0.1 seconds. Time never moves backwards, at least in my world!) So the result I would like is: {{80.2, 80.3, 80.4}, {327.6, 327.7, 327.8}} I am thinking that SplitBy would be appropriate for this application: > SplitBy[list, f] splits _list_ into sublists consisting of runs of > successive elements that give the same value when _f_ is applied. However, in looking in the documentation, it is not clear to me how adjacent elements are defined. In Mathematica 7, More Information says: > SplitBy performs comparisons only on adjacent pairs elements. Thus, what f do I use? I have tried: SplitBy[mylist, #[[2]] - #[[1]] == 0.1 &] and SplitBy[mylist, #2 - #1 == 0.1 &] but neither work. Does SplitBy define separate slots for the first and second element of a pair? Thanks for your time., When is a BIG Rewrite the answer? > Software rewriting alternatives > Are there any actual case studies on rewrites of software success/failure > rates? > When should you rewrite? > Were not a software company. Is a complete re-write still a bad idea? > Have you ever been involved in a BIG Rewrite? This is an area of discussion I have long been curious about, but overall, I generally lack the experience to give myself an answer that I would fully trust. Weve all been there, a new client shows up with a half-complete project they are looking to finish and launch. For whatever reason, they fired their previous developer, and its now up to you to save the day. I am just finishing up a code review for a new client, and in my estimation is would be better to scrap what the previous developers built since and start from scratch. Theres a ton of reasons why I am leaning toward this way, but it still makes me nervous since the client isn't going to want to hear those last guys built you a big turd, and I can either polish it, or throw it in the trash. What are your general rules for accepting these projects? How do you determine whether it will be better to start from scratch or continue with the existing code base? What other extra steps might you take to help control client expectations, since the previous developer may have inflated those expectations beyond a reasonable level? Any other general advice?, source_sentence: THE resource for rooting your phone?
sentences: Have you noticed that many questions and misconceptions in physics arise due to misuse of analogies, which were invented to explain in simple words some physical phenomena? For example there is a stretching rubber band analogy for Hubble expansion of the Universe, which make people ask about the tension of this rubber band or speculating about cutting a hole in it. I'm pretty sure that there are a lot of such misuses. Do you have any remarkable examples of these (together with a proper treatment n of course)?, I have a website with links similar to: http://stackoverflow.com/questions/4183948/css-set-background if I change links to: http://stackoverflow.com/questions/4183948_css-set-background ( / to _ ) does it improve my website's SEO rank? if it does why most of websites avoid doing that?, How can I root my LG Optimus M MS690 on Metro PCS? I've tried Gingerbreak, Superoneclick, and z4root without luck., source_sentence: What weather! What a pity! - phrases with and without article - why?
sentences: As I understand it, EPSG:3857 is measured in meters and EPSG:4326 uses latitude and longitude. In Drupal, geofield seems to want to store EPSG:4326 data using the WKT widget -- even though the map, layer, and tiles all seem to be needing to be set to EPSG:3857 projection. If thats correct, so far, then I think I need to get the EPSG:4326 coordinates from QGIS for a particular polygon -- not the EPSG:3857 meters coordinates. But I cant figure out how to do that. Heres what Ive tried: In a new/blank QGIS project, Ive selected Enable on the fly CRS transformation and selected EPSG:4326. Ive added a vector layer to a blank/new QGIS project using the shapefile contained Natural Earths states and provinces cultural vector map. Ive set the CRS for the layer (Layer > Set CRS of Layer(s)) to EPSG:3857. Now, when I look at the coordinates along the bottom of the map, I see what appear to be the EPSG:4326 coordinates. But, if I open the attributes table and copy one of the rows into excel, the wkt_geom column shows what appears to be EPSG:3857 data (in the millions). * When I try to copy these data into the Drupal Geofield WKT field, I cant save. Ive also posted a separate question here: Projection problem? -- OpenLayers, Drupal, and MapBox My apologies if these should have been combined and submitted as a single question -- I'm realizing now that might have been more appropriate. Thank you in advance for your help!, How do you produce a document with citations (\citep, \citet) working properly in the paper but without a bibliography at the end? Ive come up with one solution that is bad because it breaks my makefile. latex file.tex bibtex file # comment out \bibliography{} command latex file.tex Similarly, is there a way to produce the bibliography with no accompanying text? Again, Ive come up with a solution: fill an otherwise blank .tex file with \nocite{} commands. However, this is a pain because I have to keep two files synced by hand (and regular expressions to search for \citep{author1, author2} can be a huge pain when there are pagebreaks...)., Suppose I need to mention two nouns in a phrase so that they are joined with either and or or. Do I use the/a/an with the both of the nouns or just with the first one?, source_sentence: externalizing the caption together with legend
sentences: Using the normal distribution. Let $X\sim \mathcal{N}(1, 2)$ and $Y\sim \mathcal{N}(2, 3)$ where $\mathcal{N}(μ, \sigma^2$) denotes the normal distribution with mean $\mu$ and variance $\sigma^2$. X and Y are independent. Let $U = 2X + 3Y$. What is the mean of U? What is the variance of U? What is $P(6<=U<=7.5)$? For the mean of U, I calculated $2(1)+3(2)=8$. For the variance of U I calculated $ 2(2)+3(3)=13$. Then I found pnorm(7.5,mean=8,sd=sqrt13)-pnorm(6,mean=8,sd=sqrt13) [1] 0.1553036 for P(6<=U<=7.5). Did I do this correctly? !, When comparing two elements, should we use more or most? Example: There are two locations, you can choose the more/the most convenient one., Im trying to a large number of figures. The code is \begin{figure} \includegraphics[scale=0.5]{m2T4.pdf} \caption{M2T, Problem Size 513} \end{figure} Im not able to compile, I get the error ! LaTeX Error: Too many unprocessed floats. See the LaTeX manual or LaTeX Companion for explanation. Type H <return> for immediate help. ... l.113 \includegraphics [scale=0.5]{m2T4.pdf} Youve lost some text. Try typing <return> to proceed. If that doesnt work, type X <return> to quit. ! Undefined control sequence. ...ltovf \fi \global \setbox \normalcolor \... l.113 \includegraphics [scale=0.5]{m2T4.pdf} The control sequence at the end of the top line of your error message was never \defed. If you have misspelled it (e.g., \hobx), type I and the correct spelling (e.g., I\hbox). Otherwise just continue, and Ill forget about whatever was undefined. ! Missing number, treated as zero. <to be read again> \vbox l.113 \includegraphics [scale=0.5]{m2T4.pdf} A number should have been here; I inserted 0. (If you cant figure out why I needed to see a number, look up `weird error in the index to The TeXbook.) pdfTeX warning: pdflatex (file ./m2T4.pdf): PDF inclusion: found PDF version <1 .5>, but at most version <1.4> allowed <m2T4.pdf, id=1121, 538.28104pt x 212.1526pt> File: m2T4.pdf Graphic file (type pdf) <use m2T4.pdf>
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@10, cosine_precision@10, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100, dot_accuracy@10, dot_precision@10, dot_recall@10, dot_ndcg@10, dot_mrr@10, dot_map@100
model-index: name: SentenceTransformer based on mazej/all-MiniLM-L6-v2_MultipleNegativesRankingLoss_b32_accs8_185348_fine-tuned
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: ir eval
type: ir_eval
metrics: type: cosine_accuracy@10
value: 0.7592520451889365
name: Cosine Accuracy@10
verified: no, type: cosine_precision@10
value: 0.10155823918971561
name: Cosine Precision@10
verified: no, type: cosine_recall@10
value: 0.7063824320185174
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5915709207108772
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5806371776083499
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5481504251542787
name: Cosine Map@100
verified: no, type: dot_accuracy@10
value: 0.7592520451889365
name: Dot Accuracy@10
verified: no, type: dot_precision@10
value: 0.10155823918971561
name: Dot Precision@10
verified: no, type: dot_recall@10
value: 0.7063824320185174
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5915709207108772
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5806371776083499
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5481504251542787
name: Dot Map@100
verified: no
Likes: 0 | All-time downloads: 7
Created: 2025-05-07 17:43:35