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tags:
- sentence-transformers
- sentence-similarity
- feature-extraction
- generated_from_trainer
- dataset_size:5920
- loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-mpnet-base-v2
widget:
- source_sentence: debugger not reusing a ireusableeditor eclipse . doubleclick
a source file of my language. an editor is opened with a fileeditorinput for
it. well call it instance. debug the program file of my language. i have my own
mylanguageinput for a runtime program so that i can do coloring based on vm states
see bug the debugger will not reuse the already open ireusableeditor that i
have setting its input object was what i expected. it will choose to open a new editor
instead. well call this instance. debug more instances of the same program. now
the debugger will reuse instance. why cant the debugger reuse instance from the
beginning note that this problem was hit by a workaround for bug
sentences:
- would like to say what text attributes to use when selecting the executing statement
for my language id like to have the currently executing line colored depending
on state from my vm. id imagine that passing such text attributes when generating
these debug events would be one way to go. note that is is a spinoff from bug
- ant builds using an external jvm with input tasks cannot request input. please
ensure that an inputhandler is being provided for external ant tasks currently
the ant will request the input from stdin which is not possible on the current
console rather than popping up an appropriate dialog as it would when run from
within the eclipse vm.
- workbench startup is throwing dialog rather than logging to .log took new startedt
on old workspace got annternal error dialog executable extension definition for
class not found. hit ok t came up ok nothingn log
- source_sentence: text compare does not synchronous horizontally scroll. when comparing
two text files the files synchronously scroll vertically but do not synchronously
scroll horizontally.
sentences:
- dcr would like coupled horizontal scrolling in compare browser gejnho jdk . wk the
compare differences browser permits coupled vertical scrolling but not coupled
horizontal scrolling this would be nice to have.
- plan item improve local history improve local history. the local history mechanism
for resources in the workspace should be improved. currently clients of the iresource
api control whether snapshot of a modified or deleted file gets captured in the
local resource history. unfortunately this makes local history less of a safety
net than it could be if plugins do not use this mechanism properly. eclipse should
put in place a systemwide policy for resource history retention. the local resource
history should also be better integrated with team repository providers and allow
users to selectively purge a files local history when it is committed to a team
repository. platform core platform ui platform team theme user experience
- crash in os.gtkmaindoevent since upgrading to redhat incl. the following versions
of system libraries gtkengines.. gtk.. gtkdevel.. gtkdevel.. gtkengines. gtk.. jsdk..
jsdk.. eclipse will not work correctly. in fact it will just crash a dialog
would pop up stating there had been an internal error displaying an error dialog. i
dont know if this is related to swt at all but since it was all about some error
dialog i presume that it could be the case. i have been using eclipse extensively
on redhat incl. approx. the same versions of the above system libraries and it
had not crashed at all. no work was lost though since i tend to use the ctrls
key combination quite frequently perhaps you could have a look at this system
configuration since it is seemingly a problem with the eclipse and not system
related since most other gtk applications do work except for the occasional bug
here and there .
- source_sentence: unable to open breakpoints view know thisntegration hasnt been
declared stable yet but canot open the debug view on an existing workspacen this
. an error occurs while creating the debug view. this doesnt happen on a fresh
workspace but happens on my existing workspace every time. steps ensure there
are at least two perspectives such as java and debug shutdown eclipse whenn the
java perspetive startup switch to debug perspective error. unable to create
breakpoints view.
sentences:
- treetable does not indent on gtk and mac ive set up a treetable reading as much
as i could from the documentation and i only ever see the first columns worth
of information. the second and subsequent ones are hidden. additionally the tree
is not shown as nested like the tree widget they are a dimensional list with
the expansion icons left aligned. the expansions do work i can contract and
expand the items but it does not affect the indentation at all. i dont know
if this is a mac os x specific bug or whether its working as programmed and its
my fault for not initialising something properly ... sampleswt.java shell shell new
shell tabletree tabletree new tabletreeshellswt.none add items into proof tree
filllayout layout new filllayout layout.type swt.vertical shell.setlayoutlayout
tabletreeitem root new tabletreeitemtabletreeswt.none root.settextitem column root.settextitem column root.settextitem column tabletreeitem
child new tabletreeitemrootswt.none child.settextitem column child.settextitem column child.settextitem column tabletreeitem
grandchild new tabletreeitemchildswt.none grandchild.settextitem column grandchild.settextitem column grandchild.settextitem column grandchild.setexpandedtrue
child.setexpandedtrue root.setexpandedtrue shell.open
- decorators ui freezes while checking out project i was checking out org.eclipse.jdt.ui.tests.refactoring
and the whole ui froze at the end of the operation progress dialog was still
up and cpu was at . note that i use the cvs label decorator. here is the stack
of the main thread main prio tidxd nidxaac runnable e..fcat org.eclipse.swt.internal.win.os.sendmessagewnative
methodat org.eclipse.swt.internal.win.os.sendmessageos.javaat org.eclipse.swt.widgets.treeitem.getitemstreeitem.javaat
org.eclipse.jface.viewers.treeviewer.getchildrentreeviewer.javaat org.eclipse.jface.viewers.abstracttreeviewer.internalfinditem
abstracttreeviewer.javaat org.eclipse.jface.viewers.abstracttreeviewer.internalfinditem
abstracttreeviewer.javaat org.eclipse.jface.viewers.abstracttreeviewer.dofinditem
abstracttreeviewer.javaat org.eclipse.jface.viewers.structuredviewer.finditem
structuredviewer.javaat org.eclipse.jface.viewers.structuredviewer.update structuredviewer.javaat
org.eclipse.jface.viewers.structuredviewer.update structuredviewer.javaat org.eclipse.jface.viewers.structuredviewer.handlelabelproviderchanged
structuredviewer.javaat org.eclipse.jdt.internal.ui.javaeditor.javaoutlinepagejavaoutlineviewer.handlel
abelproviderchangedjavaoutlinepage.javaat org.eclipse.jface.viewers.contentviewer.labelproviderchanged
contentviewer.javaat org.eclipse.ui.internal.decorators.decoratormanager.firelisteners
decoratormanager.javaat org.eclipse.ui.internal.decorators.decoratormanager.labelproviderchanged
decoratormanager.javaat org.eclipse.jface.viewers.labelprovider.firelabelproviderchanged
labelprovider.javaat org.eclipse.team.internal.ccvs.ui.cvslightweightdecorator.access
cvslightweightdecorator.javaat org.eclipse.team.internal.ccvs.ui.cvslightweightdecorator.run
cvslightweightdecorator.javaat org.eclipse.swt.widgets.runnablelock.runrunnablelock.javaat
org.eclipse.swt.widgets.synchronizer.runasyncmessages synchronizer.java locked
cb a org.eclipse.swt.widgets.runnablelockat org.eclipse.swt.widgets.display.runasyncmessagesdisplay.javaat
org.eclipse.swt.widgets.display.readanddispatchdisplay.javaat org.eclipse.jface.operation.modalcontextmodalcontextthread.block
modalcontext.javaat org.eclipse.jface.operation.modalcontext.runmodalcontext.javaat
org.eclipse.jface.dialogs.progressmonitordialog.run progressmonitordialog.javaat
org.eclipse.team.internal.ccvs.ui.actions.cvsaction.run cvsaction.javaat org.eclipse.team.internal.ccvs.ui.actions.addtoworkspaceaction.execute
addtoworkspaceaction.javaat org.eclipse.team.internal.ccvs.ui.actions.cvsaction.run
cvsaction.javaat org.eclipse.ui.internal.pluginaction.runwithevent pluginaction.javaat
org.eclipse.jface.action.actioncontributionitem.handlewidgetselection actioncontributionitem.javaat
org.eclipse.jface.action.actioncontributionitem.handlewidgetevent actioncontributionitem.javaat
org.eclipse.jface.action.actioncontributionitem.access actioncontributionitem.javaat org.eclipse.jface.action.actioncontributionitemactionlistener.handleevent
actioncontributionitem.javaat org.eclipse.swt.widgets.eventtable.sendeventeventtable.javaat
org.eclipse.swt.widgets.widget.sendeventwidget.javaat org.eclipse.swt.widgets.display.rundeferredeventsdisplay.javaat
org.eclipse.swt.widgets.display.readanddispatchdisplay.javaat org.eclipse.ui.internal.workbench.runeventloopworkbench.javaat
org.eclipse.ui.internal.workbench.runworkbench.javaat org.eclipse.core.internal.boot.internalbootloader.run
internalbootloader.javaat org.eclipse.core.boot.bootloader.runbootloader.javaat
sun.reflect.nativemethodaccessorimpl.invokenative methodat sun.reflect.nativemethodaccessorimpl.invoke
nativemethodaccessorimpl.javaat sun.reflect.delegatingmethodaccessorimpl.invoke
delegatingmethodaccessorimpl.javaat java.lang.reflect.method.invokemethod.javaat
org.eclipse.core.launcher.main.basicrunmain.javaat org.eclipse.core.launcher.main.runmain.javaat
org.eclipse.core.launcher.main.mainmain.java
- "npe on startup of java debug ui plugin while launching a runtime workbench this\
\ appeared entry org.eclipse.core.runtimemar . message problems occurred when\
\ invoking code from plug in org.eclipse.core.runtime. stack java.lang.nullpointerexception\
\ \tat \tat org.eclipse.ui.internal.workbenchpage.getactivepartreference workbenchpage.java\
\ \tat org.eclipse.jdt.internal.debug.ui.evaluationcontextmanager.pageopened evaluationcontextmanager.java\
\ \tat org.eclipse.jdt.internal.debug.ui.evaluationcontextmanager.windowopened\
\ evaluationcontextmanager.java \tat org.eclipse.jdt.internal.debug.ui.evaluationcontextmanager.startup\
\ evaluationcontextmanager.java \tat org.eclipse.jdt.internal.debug.ui.javadebugoptionsmanager.startup\
\ javadebugoptionsmanager.java \tat org.eclipse.jdt.internal.debug.ui.jdidebuguiplugin.startup\
\ jdidebuguiplugin.java \tat org.eclipse.core.internal.plugins.plugindescriptor.run\
\ plugindescriptor.java \tat org.eclipse.core.internal.runtime.internalplatform.run\
\ internalplatform.javacompiled code \tat org.eclipse.core.internal.plugins.plugindescriptor.internaldopluginactivation\
\ plugindescriptor.java \tat org.eclipse.core.internal.plugins.plugindescriptor.dopluginactivation\
\ plugindescriptor.java \tat org.eclipse.core.internal.plugins.pluginclassloader.activateplugin\
\ pluginclassloader.java \tat org.eclipse.core.internal.plugins.pluginclassloader.internalfindclassparentsself\
\ pluginclassloader.javacompiled code \tat org.eclipse.core.internal.boot.delegatingurlclassloader.findclassparentsself\
\ delegatingurlclassloader.javacompiled code \tat org.eclipse.core.internal.boot.delegatingurlclassloader.loadclass\
\ delegatingurlclassloader.javacompiled code \tat org.eclipse.core.internal.boot.delegatingurlclassloader.loadclass\
\ delegatingurlclassloader.javacompiled code \tat java.lang.classloader.loadclassclassloader.javacompiled\
\ code \tat org.eclipse.core.internal.plugins.plugindescriptor.createexecutableextension\
\ plugindescriptor.java \tat org.eclipse.core.internal.plugins.plugindescriptor.createexecutableextension\
\ plugindescriptor.java \tat org.eclipse.core.internal.plugins.configurationelement.createexecutableextension\
\ configurationelement.java \tat org.eclipse.debug.internal.ui.views.console.consoledocumentmanager.newlinenotifi\
\ erconsoledocumentmanager.java \tat org.eclipse.debug.internal.ui.views.console.consoledocumentprovider.getlinenotif\
\ ierconsoledocumentprovider.java \tat org.eclipse.debug.internal.ui.views.console.consoledocumentprovider.createdocume\
\ ntconsoledocumentprovider.java \tat org.eclipse.ui.texteditor.abstractdocumentprovider.createelementinfo\
\ abstractdocumentprovider.java \tat org.eclipse.ui.texteditor.abstractdocumentprovider.connect\
\ abstractdocumentprovider.java \tat org.eclipse.debug.internal.ui.views.console.consoledocumentmanager.run\
\ consoledocumentmanager.java \tat org.eclipse.swt.widgets.synchronizer.runasyncmessages\
\ synchronizer.javacompiled code \tat org.eclipse.swt.widgets.synchronizer.runasyncmessages\
\ synchronizer.javacompiled code \tat org.eclipse.jface.operation.modalcontextmodalcontextthread.block\
\ modalcontext.javacompiled code \tat org.eclipse.jface.operation.modalcontextmodalcontextthread.block\
\ modalcontext.javacompiled code \tat org.eclipse.jface.operation.modalcontextmodalcontextthread.block\
\ modalcontext.javacompiled code \tat org.eclipse.jface.operation.modalcontext.runmodalcontext.java\
\ \tat org.eclipse.jface.dialogs.progressmonitordialog.run progressmonitordialog.java\
\ \tat org.eclipse.debug.ui.debuguitools.launchdebuguitools.java \tat org.eclipse.debug.ui.actions.launchaction.runlaunchaction.java\
\ \tat org.eclipse.debug.ui.actions.launchaction.runwithevent launchaction.java\
\ \tat org.eclipse.jface.action.actioncontributionitem.handlewidgetselection actioncontributionitem.java\
\ \tat org.eclipse.jface.action.actioncontributionitem.handlewidgetevent actioncontributionitem.java\
\ \tat org.eclipse.jface.action.actioncontributionitem.access actioncontributionitem.java\
\ \tat org.eclipse.jface.action.actioncontributionitemactionlistener.handleevent\
\ actioncontributionitem.java \tat org.eclipse.swt.widgets.display.rundeferredeventsdisplay.java\
\ compiled code \tat org.eclipse.swt.widgets.display.rundeferredeventsdisplay.java\
\ compiled code \tat org.eclipse.swt.widgets.display.rundeferredeventsdisplay.java\
\ compiled code \tat org.eclipse.swt.widgets.display.readanddispatchdisplay.java\
\ compiled code \tat org.eclipse.ui.internal.workbench.runeventloopworkbench.java\
\ compiled code \tat org.eclipse.ui.internal.workbench.runworkbench.java \tat\
\ org.eclipse.core.internal.boot.internalbootloader.run internalbootloader.java\
\ \tat org.eclipse.core.boot.bootloader.runbootloader.java \tat java.lang.reflect.method.invokenative\
\ method \tat org.eclipse.core.launcher.main.basicrunmain.java \tat org.eclipse.core.launcher.main.runmain.java\
\ \tat org.eclipse.core.launcher.main.mainmain.javaresolvedfixed."
- source_sentence: an internal error occurred during initialize debug view. with eclipse
.. it was fine. while using epic testing .. httpepic.sf.netupdatestesting. details java.lang.nullpointerexception
at org.eclipse.debug.internal.ui.views.launch.launchview.findframe launchview.java
at org.eclipse.debug.internal.ui.views.launch.launchview.access launchview.java
at org.eclipse.debug.internal.ui.views.launch.launchview.run launchview.java at
org.eclipse.core.internal.jobs.worker.runworker.java eclipse.idi java.version..
java.vendorsun microsystems inc. bootloader constants oswin archx wswin nlenus
commandline arguments os win ws win arch x
sentences:
- "npe in launch view in the debug perspective when a debug session is in running\
\ state maximize any view. then restore the maximized view to its original size.\
\ got an error from launch view entry org.eclipse.core.runtime . message an\
\ internal error occurred during initialize debug view. stack java.lang.nullpointerexception\
\ \tat org.eclipse.debug.internal.ui.views.launch.launchview.findframe launchview.java\
\ \tat org.eclipse.debug.internal.ui.views.launch.launchview.access launchview.java\
\ \tat org.eclipse.debug.internal.ui.views.launch.launchview.run launchview.java\
\ \tat org.eclipse.core.internal.jobs.worker.runworker.javaresolvedworksforme."
- compare with revision does not allow saves the compare editoe for comparing a
file with its repository revisions does not save modifications to the workspace
file.
- tasks filters are not applied to problems view after eclipse start the problems
view filters are not applied when eclipse first starts up and the problems view
is present in the perspective. simply opening the filters and clicking ok is
enough for the filters to be applied. channing
- source_sentence: typing add emacs recenter command emacs has a recenter command
that centers the text box around the current cursor typically bound to cl. this
means that if youve moved the cursor down to the edge of the visible area you
can quickly center the code around it. it would be nice if eclipse had a similar
functionality.
sentences:
- workbench installing new feature from update site resets workbench layout after
installing a new feature from a local update site i was prompted to restart the
workbench and accepted. when the workbench restarted my perspective layout was
reset. when update restarts the workbench does it prevent the layout settings
from being stored
- navigation request addition of emacs recenter command for text editing short request
id like to see an analogue of the emacs recenter command implemented in eclipse
so that i and other emacs users can use it for text editing. detailed request
im a longtime emacs and new eclipse user. i have set up eclipse version .. id to
use the emacs key bindings. yet when editing text or java code my brainstem expects
cntll i.e. control lowercase l to result in a recentering of the text view so
that the current line is in the center of the screen. this is what the default
binding for cntll in emacs the recenter command does. i would like to bind an
analogous command in eclipse to cntll but eclipse does not appear to have a recenter
command. i searched through the available commands in windowpreferenceskeys and
also was told as much on the message boards. thanks david devault
- activities ui synch needed org.eclipse.swt.swtexception invalid thread access
at org.eclipse.swt.swt.errorswt.java at org.eclipse.swt.swt.errorswt.java at org.eclipse.swt.widgets.widget.errorwidget.java
at org.eclipse.swt.widgets.widget.checkwidgetwidget.java at org.eclipse.swt.widgets.menu.getitemsmenu.java
at org.eclipse.jface.action.menumanager.updatemenumanager.java at org.eclipse.jface.action.menumanager.updatemenumanager.java
at org.eclipse.ui.internal.activities.ws.workbenchactivitysupport.activitymanager
changedworkbenchactivitysupport.java at org.eclipse.ui.internal.activities.abstractactivitymanager.fireactivitymanagerch
angedabstractactivitymanager.java at org.eclipse.ui.internal.activities.mutableactivitymanager.setenabledactivityids
mutableactivitymanager.java at org.eclipse.ui.internal.activities.ws.workbenchactivitysupport.setenabledactivit
yidsworkbenchactivitysupport.java at org.eclipse.ui.internal.ide.ideworkbenchactivityhelper.resourcechanged
ideworkbenchactivityhelper.java at org.eclipse.core.internal.events.notificationmanager.run
notificationmanager.java at org.eclipse.core.internal.runtime.internalplatform.run
internalplatform.java at org.eclipse.core.runtime.platform.runplatform.java at
org.eclipse.core.internal.events.notificationmanager.notify notificationmanager.java
at org.eclipse.core.internal.events.notificationmanager.broadcastchanges notificationmanager.java
at org.eclipse.core.internal.resources.workspace.broadcastchanges workspace.java
at org.eclipse.core.internal.resources.workspace.endoperation workspace.java at
org.eclipse.core.internal.resources.workspace.runworkspace.java at org.eclipse.core.internal.resources.workspace.runworkspace.java
at com.ibm.wtp.common.operation.wtpoperation.runwtpoperation.java at com.ibm.wtp.jee.headless.tests.jee.operations.operationtestcase.runandverify
operationtestcase.java at com.ibm.wtp.jee.headless.tests.jee.operations.operationtestcase.runandverify
operationtestcase.java at com.ibm.wtp.jee.headless.tests.ejb.operations.createejbtest.setupproject
createejbtest.java at com.ibm.wtp.jee.headless.tests.ejb.operations.createbmpbeantest.createentitym
odelcreatebmpbeantest.java at com.ibm.wtp.jee.headless.tests.ejb.operations.createbmpbeantest.testsimpleent
itycreatebmpbeantest.java at sun.reflect.nativemethodaccessorimpl.invokenative
method at sun.reflect.nativemethodaccessorimpl.invoke nativemethodaccessorimpl.java
at sun.reflect.delegatingmethodaccessorimpl.invoke delegatingmethodaccessorimpl.java
at java.lang.reflect.method.invokemethod.java at junit.framework.testcase.runtesttestcase.java
at junit.framework.testcase.runbaretestcase.java at junit.framework.testresult.protecttestresult.java
at junit.framework.testresult.runprotectedtestresult.java at junit.framework.testresult.runtestresult.java
at junit.framework.testcase.runtestcase.java at junit.framework.testsuite.runtesttestsuite.java
at junit.framework.testsuite.runtestsuite.java at junit.framework.testsuite.runtesttestsuite.java
at junit.framework.testsuite.runtestsuite.java at junit.swingui.testrunner.runtestrunner.java
pipeline_tag: sentence-similarity
library_name: sentence-transformers
---
# SentenceTransformer based on sentence-transformers/all-mpnet-base-v2
This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [sentence-transformers/all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2). It maps sentences & paragraphs to a 768-dimensional dense vector space and can be used for retrieval.
## Model Details
### Model Description
- **Model Type:** Sentence Transformer
- **Base model:** [sentence-transformers/all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2) <!-- at revision e8c3b32edf5434bc2275fc9bab85f82640a19130 -->
- **Maximum Sequence Length:** 256 tokens
- **Output Dimensionality:** 768 dimensions
- **Similarity Function:** Cosine Similarity
- **Supported Modality:** Text
<!-- - **Training Dataset:** Unknown -->
<!-- - **Language:** Unknown -->
<!-- - **License:** Unknown -->
### Model Sources
- **Documentation:** [Sentence Transformers Documentation](https://sbert.net)
- **Repository:** [Sentence Transformers on GitHub](https://github.com/huggingface/sentence-transformers)
- **Hugging Face:** [Sentence Transformers on Hugging Face](https://huggingface.co/models?library=sentence-transformers)
### Full Model Architecture
```
SentenceTransformer(
(0): Transformer({'transformer_task': 'feature-extraction', 'modality_config': {'text': {'method': 'forward', 'method_output_name': 'last_hidden_state'}}, 'module_output_name': 'token_embeddings', 'architecture': 'MPNetModel'})
(1): Pooling({'embedding_dimension': 768, 'pooling_mode': 'mean', 'include_prompt': True})
(2): Normalize({})
)
```
## Usage
### Direct Usage (Sentence Transformers)
First install the Sentence Transformers library:
```bash
pip install -U sentence-transformers
```
Then you can load this model and run inference.
```python
from sentence_transformers import SentenceTransformer
# Download from the 🤗 Hub
model = SentenceTransformer("sentence_transformers_model_id")
# Run inference
sentences = [
'typing add emacs recenter command emacs has a recenter command that centers the text box around the current cursor typically bound to cl. this means that if youve moved the cursor down to the edge of the visible area you can quickly center the code around it. it would be nice if eclipse had a similar functionality.',
'navigation request addition of emacs recenter command for text editing short request id like to see an analogue of the emacs recenter command implemented in eclipse so that i and other emacs users can use it for text editing. detailed request im a longtime emacs and new eclipse user. i have set up eclipse version .. id to use the emacs key bindings. yet when editing text or java code my brainstem expects cntll i.e. control lowercase l to result in a recentering of the text view so that the current line is in the center of the screen. this is what the default binding for cntll in emacs the recenter command does. i would like to bind an analogous command in eclipse to cntll but eclipse does not appear to have a recenter command. i searched through the available commands in windowpreferenceskeys and also was told as much on the message boards. thanks david devault',
'activities ui synch needed org.eclipse.swt.swtexception invalid thread access at org.eclipse.swt.swt.errorswt.java at org.eclipse.swt.swt.errorswt.java at org.eclipse.swt.widgets.widget.errorwidget.java at org.eclipse.swt.widgets.widget.checkwidgetwidget.java at org.eclipse.swt.widgets.menu.getitemsmenu.java at org.eclipse.jface.action.menumanager.updatemenumanager.java at org.eclipse.jface.action.menumanager.updatemenumanager.java at org.eclipse.ui.internal.activities.ws.workbenchactivitysupport.activitymanager changedworkbenchactivitysupport.java at org.eclipse.ui.internal.activities.abstractactivitymanager.fireactivitymanagerch angedabstractactivitymanager.java at org.eclipse.ui.internal.activities.mutableactivitymanager.setenabledactivityids mutableactivitymanager.java at org.eclipse.ui.internal.activities.ws.workbenchactivitysupport.setenabledactivit yidsworkbenchactivitysupport.java at org.eclipse.ui.internal.ide.ideworkbenchactivityhelper.resourcechanged ideworkbenchactivityhelper.java at org.eclipse.core.internal.events.notificationmanager.run notificationmanager.java at org.eclipse.core.internal.runtime.internalplatform.run internalplatform.java at org.eclipse.core.runtime.platform.runplatform.java at org.eclipse.core.internal.events.notificationmanager.notify notificationmanager.java at org.eclipse.core.internal.events.notificationmanager.broadcastchanges notificationmanager.java at org.eclipse.core.internal.resources.workspace.broadcastchanges workspace.java at org.eclipse.core.internal.resources.workspace.endoperation workspace.java at org.eclipse.core.internal.resources.workspace.runworkspace.java at org.eclipse.core.internal.resources.workspace.runworkspace.java at com.ibm.wtp.common.operation.wtpoperation.runwtpoperation.java at com.ibm.wtp.jee.headless.tests.jee.operations.operationtestcase.runandverify operationtestcase.java at com.ibm.wtp.jee.headless.tests.jee.operations.operationtestcase.runandverify operationtestcase.java at com.ibm.wtp.jee.headless.tests.ejb.operations.createejbtest.setupproject createejbtest.java at com.ibm.wtp.jee.headless.tests.ejb.operations.createbmpbeantest.createentitym odelcreatebmpbeantest.java at com.ibm.wtp.jee.headless.tests.ejb.operations.createbmpbeantest.testsimpleent itycreatebmpbeantest.java at sun.reflect.nativemethodaccessorimpl.invokenative method at sun.reflect.nativemethodaccessorimpl.invoke nativemethodaccessorimpl.java at sun.reflect.delegatingmethodaccessorimpl.invoke delegatingmethodaccessorimpl.java at java.lang.reflect.method.invokemethod.java at junit.framework.testcase.runtesttestcase.java at junit.framework.testcase.runbaretestcase.java at junit.framework.testresult.protecttestresult.java at junit.framework.testresult.runprotectedtestresult.java at junit.framework.testresult.runtestresult.java at junit.framework.testcase.runtestcase.java at junit.framework.testsuite.runtesttestsuite.java at junit.framework.testsuite.runtestsuite.java at junit.framework.testsuite.runtesttestsuite.java at junit.framework.testsuite.runtestsuite.java at junit.swingui.testrunner.runtestrunner.java',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 768]
# Get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities)
# tensor([[ 1.0000, 0.7935, -0.1523],
# [ 0.7935, 1.0000, -0.1127],
# [-0.1523, -0.1127, 1.0000]])
```
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## Training Details
### Training Dataset
#### Unnamed Dataset
* Size: 5,920 training samples
* Columns: <code>anchor</code> and <code>positive</code>
* Approximate statistics based on the first 1000 samples:
| | anchor | positive |
|:--------|:-------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|
| type | string | string |
| details | <ul><li>min: 17 tokens</li><li>mean: 129.86 tokens</li><li>max: 256 tokens</li></ul> | <ul><li>min: 13 tokens</li><li>mean: 130.06 tokens</li><li>max: 256 tokens</li></ul> |
* Samples:
| anchor | positive |
|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| <code>ui viewseditors appear active when inactive getkg if you switch to a process outside of eclipse the native active title bar becomes inactive and turns grey. the eclipse views and editors however remain coloured which may appear confusing. to repeat select a view or editor in eclipse note the title bar colourize. switch to another app and restore down so that you can see eclipse in the background.</code> | <code>confusing inner windows active when outer inactive gjnku when looking at an inactive eclipse workbench the title is grey to indicate that it is not active but the inner windows viewparts remain in the active color usually the gradiant blue. this is confusing since a cursory look at the window indicates that it is active and then after trying to do something like pressing f to continue to debug it does not work.</code> |
| <code>cvs ui creating a patch after creating a new folder does not work properly create a new project get it synced with a cvs repo. create a new folder containing a file in the project root but dont add either of them to cvs. ceate a patch for the project unified output format and save it to either the clipbard or the filesystem. now delete the new folder and apply the patch. it creates only the file but puts it into the project root instead of creating the folder and placing the file there.</code> | <code>cvs patch create patch misses new directories i apologize if someone has already reported this i couldnt find a duplicate. if you create a new patch and choose include new files in patch eclipse very unintuitively ignores new files which exist in new directories. please either fix the wording to indicate that new directories will be ignored or preferably include the new files in the patch.</code> |
| <code>changing the properties of a cvs location blocks the ide i tried to change the properties of a cvs location. after pressing the ok or apply button a modal dialog progress information appears with buttons details and cancel disabled. behind this dialog another dialog appears which asks me to confirm project sharing changes and blocks the progress. the second dialog cannot be reached because it is blocked by the first dialog. the only way out seems to kill the eclipse process and lose all unsaved changes. i only tried this on mac os x . but maybe the bug occurs also on other operating systems.</code> | <code>cant change repository parameters open the cvs repository exploring perspective. select an existing pserver repository that has attached projects. click properties. change the connection type to extssh and click either apply or ok. a dialog box with a title bar progress information opens. inside that box it says operation in progress... behind that dialog another opens that says confirm project sharing changes. there are options ok details cancel. since it is in the background behind the progress information box you cant click any option. while you can move the progress information box out of the way you cant make the confirm project sharing changes box the foreground window. you can no longer click to any other window but must quit eclipse to make it workable again.</code> |
* Loss: [<code>MultipleNegativesRankingLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters:
```json
{
"scale": 20.0,
"similarity_fct": "cos_sim",
"gather_across_devices": false,
"directions": [
"query_to_doc"
],
"partition_mode": "joint",
"hardness_mode": null,
"hardness_strength": 0.0
}
```
### Training Hyperparameters
#### Non-Default Hyperparameters
- `warmup_steps`: 100
- `fp16`: True
#### All Hyperparameters
<details><summary>Click to expand</summary>
- `do_predict`: False
- `eval_strategy`: no
- `prediction_loss_only`: True
- `per_device_train_batch_size`: 8
- `per_device_eval_batch_size`: 8
- `gradient_accumulation_steps`: 1
- `eval_accumulation_steps`: None
- `torch_empty_cache_steps`: None
- `learning_rate`: 5e-05
- `weight_decay`: 0.0
- `adam_beta1`: 0.9
- `adam_beta2`: 0.999
- `adam_epsilon`: 1e-08
- `max_grad_norm`: 1.0
- `num_train_epochs`: 3
- `max_steps`: -1
- `lr_scheduler_type`: linear
- `lr_scheduler_kwargs`: None
- `warmup_ratio`: None
- `warmup_steps`: 100
- `log_level`: passive
- `log_level_replica`: warning
- `log_on_each_node`: True
- `logging_nan_inf_filter`: True
- `enable_jit_checkpoint`: False
- `save_on_each_node`: False
- `save_only_model`: False
- `restore_callback_states_from_checkpoint`: False
- `use_cpu`: False
- `seed`: 42
- `data_seed`: None
- `bf16`: False
- `fp16`: True
- `bf16_full_eval`: False
- `fp16_full_eval`: False
- `tf32`: None
- `local_rank`: -1
- `ddp_backend`: None
- `debug`: []
- `dataloader_drop_last`: False
- `dataloader_num_workers`: 0
- `dataloader_prefetch_factor`: None
- `disable_tqdm`: False
- `remove_unused_columns`: True
- `label_names`: None
- `load_best_model_at_end`: False
- `ignore_data_skip`: False
- `fsdp`: []
- `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
- `parallelism_config`: None
- `deepspeed`: None
- `label_smoothing_factor`: 0.0
- `optim`: adamw_torch_fused
- `optim_args`: None
- `group_by_length`: False
- `length_column_name`: length
- `project`: huggingface
- `trackio_space_id`: trackio
- `ddp_find_unused_parameters`: None
- `ddp_bucket_cap_mb`: None
- `ddp_broadcast_buffers`: False
- `dataloader_pin_memory`: True
- `dataloader_persistent_workers`: False
- `skip_memory_metrics`: True
- `push_to_hub`: False
- `resume_from_checkpoint`: None
- `hub_model_id`: None
- `hub_strategy`: every_save
- `hub_private_repo`: None
- `hub_always_push`: False
- `hub_revision`: None
- `gradient_checkpointing`: False
- `gradient_checkpointing_kwargs`: None
- `include_for_metrics`: []
- `eval_do_concat_batches`: True
- `auto_find_batch_size`: False
- `full_determinism`: False
- `ddp_timeout`: 1800
- `torch_compile`: False
- `torch_compile_backend`: None
- `torch_compile_mode`: None
- `include_num_input_tokens_seen`: no
- `neftune_noise_alpha`: None
- `optim_target_modules`: None
- `batch_eval_metrics`: False
- `eval_on_start`: False
- `use_liger_kernel`: False
- `liger_kernel_config`: None
- `eval_use_gather_object`: False
- `average_tokens_across_devices`: True
- `use_cache`: False
- `prompts`: None
- `batch_sampler`: batch_sampler
- `multi_dataset_batch_sampler`: proportional
- `router_mapping`: {}
- `learning_rate_mapping`: {}
</details>
### Training Logs
| Epoch | Step | Training Loss |
|:------:|:----:|:-------------:|
| 0.1351 | 50 | 0.3131 |
| 0.2703 | 100 | 0.2313 |
| 0.4054 | 150 | 0.3017 |
| 0.5405 | 200 | 0.2300 |
| 0.6757 | 250 | 0.2556 |
| 0.8108 | 300 | 0.2238 |
| 0.9459 | 350 | 0.2625 |
| 1.0811 | 400 | 0.1785 |
| 1.2162 | 450 | 0.0880 |
| 1.3514 | 500 | 0.0839 |
| 1.4865 | 550 | 0.1220 |
| 1.6216 | 600 | 0.0988 |
| 1.7568 | 650 | 0.0837 |
| 1.8919 | 700 | 0.0685 |
| 2.0270 | 750 | 0.0924 |
| 2.1622 | 800 | 0.0381 |
| 2.2973 | 850 | 0.0368 |
| 2.4324 | 900 | 0.0475 |
| 2.5676 | 950 | 0.0324 |
| 2.7027 | 1000 | 0.0439 |
| 2.8378 | 1050 | 0.0421 |
| 2.9730 | 1100 | 0.0403 |
### Training Time
- **Training**: 16.8 minutes
### Framework Versions
- Python: 3.12.13
- Sentence Transformers: 5.4.0
- Transformers: 5.0.0
- PyTorch: 2.10.0+cu128
- Accelerate: 1.13.0
- Datasets: 4.8.5
- Tokenizers: 0.22.2
## Citation
### BibTeX
#### Sentence Transformers
```bibtex
@inproceedings{reimers-2019-sentence-bert,
title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
author = "Reimers, Nils and Gurevych, Iryna",
booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing",
month = "11",
year = "2019",
publisher = "Association for Computational Linguistics",
url = "https://arxiv.org/abs/1908.10084",
}
```
#### MultipleNegativesRankingLoss
```bibtex
@misc{oord2019representationlearningcontrastivepredictive,
title={Representation Learning with Contrastive Predictive Coding},
author={Aaron van den Oord and Yazhe Li and Oriol Vinyals},
year={2019},
eprint={1807.03748},
archivePrefix={arXiv},
primaryClass={cs.LG},
url={https://arxiv.org/abs/1807.03748},
}
```
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