Model: mazej/all-MiniLM-L6-v2_MultipleNegativesRankingLoss_b64_accs4_171531_fine-tuned
Author: mazej
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5509, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:5509, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: Custom Walker: how to get ID in function start_lvl
sentences: I often find myself in situations where I, for example, need to build a table for some expression, but want to set the number of points rather then the step size, so the code ends up looking like this lower = 0.2; upper = Pi^2; points = 100; Table[Sin[x], {x, lower, upper, (upper - lower)/(points - 1)}] // ListPlot I think that the typical Table syntax is much nicer in cases where we want to set the stepsize, but would much rather prefer to just think of the iteration specifications to be of the form {var,min,max,num} in these cases. Initially I though I would to this by just defining a function that takes this other iteration specification and returns the traditional equivalent, but since Table has holdall, youd need to wrap everything in Evaluate which isnt pretty either example: myIter[L_]:={L[[1]],L[[2]],L[[3]],(L[[3]]-L[[2]])/L[[4]]} Table[Sin[x], 0.2, Pi^2, 100}]] // ListPlot So to get around this I added a pattern to modify the way Table is called if the second argument was wrapped in linIter: linIter /: Table[exp_, iterator_linIter] := Table[exp, @@ iterator]] Table[Sin[x], linIter[x, 0.2, Pi^2, 100]] // ListPlot This then allows me to have somewhat nice syntax to specify a new iterator. So my questions are Whether others have a more elegant way of implementing this, that allows one to call the expression with multiple iterators mixing step size and number based? What capabilities of Table I might possibly be losing by calling it this way? Is it possible to retain the syntax highlighting of Table while doing this? Also I'd appreciate general feedback. Am I committing blasphemy by messing with the call syntax for a built-in, or is would you easily get the intention if you where reading though some code that relied on this type of tricks to sort of have custom iterators?, For some languages, there are academies that decide topics such as grammar and spelling of things, for example, for the Spanish language, there are 22 academies in 22 different countries, all making decisions on spanish grammar in their country. I would like to know if there is something that serves the same purpose for the English language., I'm struggling with the Walker_Nav_Menu. In the start_lvl function, where I create the <ul> tag holding my submenu, I want to insert the item ID from the parent menu item. I know that I can not use $item, since that is not available at this point of the walker. The menu structure I want to achieve is something like this: <ul class=menu> <li id=menu-item-2300 class=menu-item> <a>...</a> <ul class=sub-menu id=sub-2300> <li id=menu-item-2301 class=menu-item><a>...</a></li> <li id=menu-item-2302 class=menu-item><a>...</a></li> <li id=menu-item-2303 class=menu-item><a>...</a></li> </ul> </li> </ul> As you can see, I want to give the submenu an ID containing the item ID of the menu element holding that submenu. So: Is there any way to get the item ID of the parent menu item in the start_lvl function? Regards, Niels, source_sentence: Adding meta values to permalink
sentences: When is it necessary to use a hyphen in writing a compound word? Does proper grammar dictate a preference towards using charged-off or charged off to describe a loan that a financial institution is not going to recover funds for?, I have a client who would like their wordpress permalinks to look like this: /%category%/%state%/%city%/%street%/ I can get this information easily enough with custom meta data in the post editor, but I'm at a loss to see a method for creating custom permalink tags. Can anyone tell me how this might be achieved? Cheers!, I sometimes find myself writing something like this: > XXX is a project I admire and am very interested in. The I <verb> and am <something> feels strange here. It somehow sounds more natural in the 3rd person he admires and is very interested in. Am I just imagining - is it OK to use this construct, or should I use something completely else?, source_sentence: Code Measuring and Metrics Tools?
sentences: Im stuggling to add a KML layer to a simple test OpenLayers map - no errors are shown, but the KML layer does not display on the map. Ive tried multiple samples including the Sundials on a Spherical Mercator sample and the Layers help page. I can open this example in Firefox and see the KML points on the map without error. I copied this samples source code and adjusted the paths to the CSS, JS and KML files to use full paths. However, when opening this map the KML points are not displayed. Firebug shows GET sundials.kml on the working example from OpenLayers, but OPTIONS sundials.kml on my version. Any advice on what Im doing wrong? Thanks <!DOCTYPE html> <html> <head> <meta http-equiv=Content-Type content=text/html; charset=utf-8> <meta name=viewport content=width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=0> <meta name=apple-mobile-web-app-capable content=yes> <link rel=stylesheet href=http://openlayers.org/dev/theme/default/style.css type=text/css> <link rel=stylesheet href=http://openlayers.org/dev/examples/style.css type=text/css> <style type=text/css> html, body { height: 100%; } #map { width: 100%; height: 80%; border: 1px solid black; } .olPopup p { margin:0px; font-size: .9em;} .olPopup h2 { font-size:1.2em; } </style> <script src=http://openlayers.org/dev/OpenLayers.js></script> <script type=text/javascript> var lon = 5; var lat = 40; var zoom = 5; var map, select; function init(){ var options = { projection: new OpenLayers.Projection(EPSG:900913), displayProjection: new OpenLayers.Projection(EPSG:4326) }; map = new OpenLayers.Map(map, options); var mapnik = new OpenLayers.Layer.OSM(OpenStreetMap (Mapnik)); map.addLayer(mapnik); var layer = new OpenLayers.Layer.GML(KML, http://openlayers.org/dev/examples/kml/sundials.kml, { format: OpenLayers.Format.KML, formatOptions: { extractStyles: true } }); map.addLayer(layer); map.addControl(new OpenLayers.Control.LayerSwitcher()); map.zoomToExtent( new OpenLayers.Bounds( 68.774414, 11.381836, 123.662109, 34.628906 ).transform(map.displayProjection, map.projection) ); } </script> </head> <body onload=init()> <h1 id=title>KML Layer Example</h1> <div id=tags> kml, popup, feature </div> <p id=shortdesc> Demonstrates loading and displaying a KML file on top of a basemap. </p> <div id=map class=smallmap></div> <div id=docs></div> </body> </html>, It just selects the type of block or plant and adds it to my inventory and I cant use it. All I can do is walk around and look at things. Ive made new worlds, messed with the settings, uninstalled and reinstalled and nothing works.Even using the right tools, nothing happens. (Im using a MAC but Ive never had this problem before...), What are useful metrics to capture for source code? How can metrics, like for example _(Executable?) Lines of Code_ or _Cyclomatic Complexity_ help with quality assurance or how are they beneficial in general for the software development process?, source_sentence: Where is Jimmy Jenkins?
sentences: I know of a few web-based apps that allow you to make tables, but they're all a bit clunky. Does anybody know of an app you can download that allows you to draw/edit tables and easily copy-paste code into latex? Or, are there any other recommendations for the best way to draw a table for latex?, Where is Jimmy Jenkins? Can someone help me out with all misc challenges? I'm having trouble particularly with the Jenkins achievement., In the case of an application with a single simple responsibility (eg, a simple replacement for grep or wc), which of these designs is preferred and why? I find that they are all testable and they all do their job. Does any of them have any significant advantages over the other? 1: All methods in the main class: public class App { public static void main(String[] args) { App app = new App(); AppInput input = app.readInput(); AppOutput output = app.processInputToOutput(input); app.writeOutput(output); } public AppInput readInput() { .. } public AppOutput processInputToOutput(AppInput input) { .. } public void writeOutput(AppOutput output) { .. } } 2: Basic methods in a separate class, main class only making calls to read and process input, and output result: public class App { public static void main(String[] args) { AppWorker worker = new AppWorker(); AppInput input = worker.readInput(); AppOutput output = worker.processInputToOutput(input); worker.writeOutput(output); } } public class AppWorker { public AppInput readInput() { .. } public AppOutput processInputToOutput(AppInput input) { .. } public void writeOutput(AppOutput output) { .. } } 3: Have all the work in a separate worker class, with the main class only instantiating the worker and triggering it to do its work: public class App { public static void main(String[] args) { AppWorker worker = new AppWorker(); worker.doYourWork(); } } public class AppWorker { public void doYourWork() { AppInput input = readInput(); AppOutput output = processInputToOutput(input); writeOutput(output); } public AppInput readInput() { .. } public AppOutput processInputToOutput(AppInput input) { .. } public void writeOutput(AppOutput output) { .. } }, source_sentence: Are files in a hidden directory safe?
sentences: Are files in a hidden directory safe? Lets pretend that I have a website and want to keep personal notes on it. If I make a directory like mysite.com/84eW93e7 or mysite.com/34aWe897.txt where the letters and numbers are random so randomly guessing the file or directory name are impractical. How secure is this directory? Could someone still discover the existence of the file or directory assuming directory listing is off? If so, how would they find out? Of course this isnt something I would do, I'm just curious., This question is quite similar to this one, but I can't understand the solution. I also know this tutorial, but still I am unable to understand what I am doing wrong. I am trying to autocomplete the list of directories that are placed in /something/: $ ls /something/ One Other Three in a way that this will happen: $ hi [TAB] One Other Three $ hi O[TAB] One Other Only when the first word is hi and not only inside /something/. This is what I am doing in .profile: _codeComplete() { local cur=${COMP_WORDS[COMP_CWORD]} COMPREPLY=( $(compgen ls /something/ -- $cur) ) } complete -F _codeComplete hi, I have used the ogr2ogr to import various formats to Postgres and have used GDAL utilities. Is there a complete Java port for these tools? Or are they simply wrappers calling JNI to C++ code? I have seen some Java stuff by googling but not sure how much are they current and kept upto date. Thanks, Ramesh
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 sentence-transformers/all-MiniLM-L6-v2
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: ir eval
type: ir_eval
metrics: type: cosine_accuracy@10
value: 0.7569146864043631
name: Cosine Accuracy@10
verified: no, type: cosine_precision@10
value: 0.10190884300740165
name: Cosine Precision@10
verified: no, type: cosine_recall@10
value: 0.7050378169305127
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5949816887536551
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5857351549891473
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5534233337594985
name: Cosine Map@100
verified: no, type: dot_accuracy@10
value: 0.7569146864043631
name: Dot Accuracy@10
verified: no, type: dot_precision@10
value: 0.10190884300740165
name: Dot Precision@10
verified: no, type: dot_recall@10
value: 0.7050378169305127
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.5949816887536551
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.5857351549891473
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.5534233337594985
name: Dot Map@100
verified: no
Likes: 0 | All-time downloads: 6
Created: 2025-05-07 15:22:05