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setfit-paraphrase-mpnet-ag_news

Text Classification
setfit
Safetensors
sentence-transformers
mpnet
generated_from_setfit_trainer
Eval Results
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Add SetFit model

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  1. README.md +13 -13
  2. model.safetensors +1 -1
  3. model_head.pkl +1 -1
README.md CHANGED
@@ -41,7 +41,7 @@ model-index:
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  split: test
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  metrics:
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  - type: accuracy
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- value: 0.7647368421052632
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  name: Accuracy
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  ---
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@@ -73,19 +73,19 @@ The model has been trained using an efficient few-shot learning technique that i
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  - **Blogpost:** [SetFit: Efficient Few-Shot Learning Without Prompts](https://huggingface.co/blog/setfit)
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  ### Model Labels
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- | Label | Examples |
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- |:------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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- | 3 | <ul><li>'RosettaNet Extends to Singapore E-business standards consortium RosettaNet spread its wings over Singapore with the opening of its Architecture Center of Excellence, the group said Friday.'</li><li>'Microsoft delays automatic XP SP2 delivery SAN FRANCISCO - Microsoft Corp. has pushed back automatic distribution of Windows XP Service Pack 2 (SP2) to allow business users more time to instruct their machines to skip the update.'</li><li>'Microsoft blows into Florida with Visual Studio 2005 Microsoft ignored the apocalyptic weather threatening Florida yesterday to unveil the beta version of its Visual Studio 2005 Standard Edition at the VSLive!'</li></ul> |
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- | 2 | <ul><li>'ChevronTexaco Profit Up, Misses Forecasts NEW YORK (Reuters) - ChevronTexaco Corp.&lt;A HREF="http://www.investor.reuters.com/FullQuote.aspx?ticker=CVX.N target=/stocks/quickinfo/fullquote"&gt;CVX.N&lt;/A&gt;, the No. 2 U.S. oil company, on Friday reported a 62 percent rise in quarterly profit from record oil prices and gains from asset sales, but the results fell short of Wall Street forecasts.'</li><li>'Spotlight: Aer Lingus chief #39;s survival guide DUBLIN Willie Walsh, the chief executive of Aer Lingus, holds interviews and meetings in a former chairman #39;s unused office since his own is too messy for visitors, he says.'</li><li>'Google Desktop Search Has Arrived Google has finally announced Google Desktop Search, a search application that enables users to search their email, files, web history, and chats.'</li></ul> |
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- | 0 | <ul><li>'Unit Refused Iraq Mission, Military Says WASHINGTON - Relatives of soldiers who refused to deliver supplies in Iraq say the troops considered the mission too dangerous, in part because their vehicles were in poor shape. The Army is investigating up to 19 reservist members of a platoon that is part of the 343rd Quartermaster Company, based in Rock Hill, S.C...'</li><li>"Phelps, Thorpe Advance in 200 Freestyle ATHENS, Greece - Michael Phelps took care of qualifying for the Olympic 200-meter freestyle semifinals Sunday, and then found out he had been added to the American team for the evening's 400 freestyle relay final. Phelps' rivals Ian Thorpe and Pieter van den Hoogenband and teammate Klete Keller were faster than the teenager in the 200 free preliminaries..."</li><li>'Pardon request draws Chechens #39; ire MOSCOW - Amid rising ethnic tensions in the North Caucasus, thousands on Tuesday took to the streets of Grozny, the Chechen capital, to protest the proposed pardon of a Russian army colonel who murdered a young Chechen woman.'</li></ul> |
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- | 1 | <ul><li>'NHL Rejects Union Plan, Talks End Without Contract (Update2) Contract talks broke off today between the National Hockey League and its locked-out players union, leaving the sport a step closer to wiping out its whole season.'</li><li>'Astros Continue Charge Jeff Bagwell drives in two runs and Jeff Kent hit his 300th career homer to send the Astros to a 6-4 win over the Cardinals.'</li><li>'NL Wrap: Maddux Hits 15-Win Mark as Cubs Top Bucs Greg Maddux reached the 15-win plateau for a record 17th straight season and also drove in two runs in the second inning to power the Chicago Cubs to a 6-3 victory over the host Pittsburgh Pirates in the National League Thursday.'</li></ul> |
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  ## Evaluation
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  ### Metrics
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  | Label | Accuracy |
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  |:--------|:---------|
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- | **all** | 0.7647 |
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  ## Uses
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@@ -137,7 +137,7 @@ preds = model("Mauresmo confident of LA victory Amelie Mauresmo insists she can
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  ### Training Set Metrics
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  | Training set | Min | Median | Max |
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  |:-------------|:----|:--------|:----|
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- | Word count | 15 | 36.7188 | 64 |
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  | Label | Training Sample Count |
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  |:------|:----------------------|
@@ -167,10 +167,10 @@ preds = model("Mauresmo confident of LA victory Amelie Mauresmo insists she can
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  ### Training Results
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  | Epoch | Step | Training Loss | Validation Loss |
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  |:------:|:----:|:-------------:|:---------------:|
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- | 0.0063 | 1 | 0.1998 | - |
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- | 0.3125 | 50 | 0.0922 | - |
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- | 0.625 | 100 | 0.0015 | - |
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- | 0.9375 | 150 | 0.0011 | - |
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  ### Framework Versions
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  - Python: 3.8.10
 
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  split: test
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  metrics:
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  - type: accuracy
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+ value: 0.8636842105263158
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  name: Accuracy
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  ---
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  - **Blogpost:** [SetFit: Efficient Few-Shot Learning Without Prompts](https://huggingface.co/blog/setfit)
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  ### Model Labels
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+ | Label | Examples |
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+ |:------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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+ | 2 | <ul><li>'It girl turned sole trader makes millions as Jimmy Choo deal is &lt;b&gt;...&lt;/b&gt; Tamara Mellon, the former It girl and fashion PR, yesterday saw a 150,000 loan from her father turn into a 50m fortune when the Jimmy Choo shoes business was bought by the American '</li><li>'Airport stands to lose big if ATA departs With ATA Airlines having crash-landed into bankruptcy court last week, the future of the airlines Fort Wayne-to-Chicago air service isnt the only thing up in the air.'</li><li>'\\$149 million lottery winner: #39;No idea #39; what comes next Newly minted multimillionaire Juan Rodriguez, who won the \\$149 million Mega Millions lottery jackpot, said Sunday he hasn #39;t quit his job at a midtown Manhattan parking garage yet.'</li></ul> |
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+ | 0 | <ul><li>"Musharraf ally wins prime minister vote Pakistan's parliament elected former finance minister Shaukat Aziz, a close ally of President Pervez Musharraf, as prime minister yesterday after the opposition boycotted the vote, saying it was undemocratic. Aziz, 55, worked 30 years as a Citibank executive before becoming finance minister when Musharraf took power in a bloodless military coup in 1999. Suave, articulate, and media-savvy, Aziz is credited ..."</li><li>'World ; Mexico Opposition Has Early Lead in State Voting Victories would put the PRI on track to win back the presidency after losing it in 2000 to President Vicente Fox #39;s center-right National Action Party (PAN) after 71 years of uninterrupted rule.'</li><li>'Schwarzenegger Lauds Bush on Terror Fight (AP) AP - California Gov. Arnold Schwarzenegger drew on his childhood in Soviet-occupied Austria to endorse President Bush\'s war on terror. "Terrorism is more insidious than communism," the bodybuilder-turned-politician said Tuesday in a speech to the Republican convention.'</li></ul> |
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+ | 1 | <ul><li>'Security for Olympics Successful, Greek Defense Minister Says Greece #39;s defense minister says his country #39;s security preparations for the Athens Olympics have been so successful that it is now in a position to advise China, the host of the 2008 Summer Games, on how to avoid terrorist attacks. But the minister says ...'</li><li>'Gordo at Fenway: It #39;s slow-pitch softball with jacked-up fans First and foremost, the Red Sox can hit. They look like a slow-pitch softball team, with all that unruly hair, and they tee off on pitches like one.'</li><li>'Lara Proves the Undoing of Flintoff Brian Laras brilliance undermined Englands ICC Champions Trophy victory bid at the Oval this morning. West Indies captain Lara, who earlier won the toss, inflicted a major '</li></ul> |
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+ | 3 | <ul><li>'Google and Mozilla Firefox Working Together Google have hosted a customized Internet Explorer search page for many years now specially designed to act as sidebar search. And with the launch of the first final release of the very popular Mozilla Firefox '</li><li>'Gaps in Intel Itanium, Xeon Road Maps During its bi-annual Developers Forum in San Francisco this week, the chipmaker focused on promoting its next-generation Itanium and Xeon processors.'</li><li>"Conway or the highway CNET News.com's Charles Cooper says the board is only telling half the story behind the surprise firing of PeopleSoft's CEO."</li></ul> |
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  ## Evaluation
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  ### Metrics
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  | Label | Accuracy |
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  |:--------|:---------|
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+ | **all** | 0.8637 |
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  ## Uses
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  ### Training Set Metrics
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  | Training set | Min | Median | Max |
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  |:-------------|:----|:--------|:----|
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+ | Word count | 22 | 36.1562 | 67 |
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  | Label | Training Sample Count |
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  |:------|:----------------------|
 
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  ### Training Results
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  | Epoch | Step | Training Loss | Validation Loss |
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  |:------:|:----:|:-------------:|:---------------:|
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+ | 0.0063 | 1 | 0.2415 | - |
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+ | 0.3125 | 50 | 0.0396 | - |
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+ | 0.625 | 100 | 0.0008 | - |
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+ | 0.9375 | 150 | 0.0002 | - |
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  ### Framework Versions
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  - Python: 3.8.10
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