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README.md ADDED
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+ # Dataset: TYPE/RIGHTER Synthetic Error Correction
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+
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+ ## Dataset Summary
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+ This dataset was generated locally using the TYPE/RIGHTER offline-first PWA. It contains synthetic error-correction pairs for training text correction models.
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+
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+ ## Supported Tasks and Leaderboards
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+ - Text error correction
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+ - OCR post-processing
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+ - Typographical error correction
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+
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+ ## Languages
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+ English
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+ Each instance contains:
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+ - `original`: The text as it appeared in the uploaded file
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+ - `corrupted`: The procedurally "damaged" version for error detection training
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+ - `target`: The cleaned, normalized version for error correction training
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+ - `tags`: Content-based classification tags
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+ - `source`: Original file name
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+
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+ ### Data Fields
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+ - `original`: string - Original text
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+ - `corrupted`: string - Text with injected errors
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+ - `target`: string - Cleaned target text
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+ - `tags`: Sequence[string] - Content classification tags
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+ - `source`: string - Source file name
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+
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+ ### Data Splits
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+ - Train: 22 examples
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+ - Test: 6 examples
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+
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+ ## Dataset Creation
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+
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+ ### Curation Rationale
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+ This dataset was created to provide synthetic data for training error correction models from user-provided documents.
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+
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+ ### Source Data
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+ The data was generated from user-uploaded documents in .txt, .csv, .md, or .jsonl formats.
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+
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+ ### Annotations
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+ Annotations were automatically generated through:
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+ 1. Text normalization (simulated cleaning)
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+ 2. Controlled error injection based on configurable parameters
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+ 3. Content-based classification
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+
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+ ### Personal and Sensitive Information
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+ All processing occurs locally in the browser. No data was uploaded to any server.
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+
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+ ## Considerations for Using the Data
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+
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+ ### Social Impact of Dataset
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+ This dataset enables the creation of error correction models for various text domains.
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+
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+ ### Discussion of Biases
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+ The error patterns are synthetic and may not perfectly represent real-world error distributions.
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+
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+ ### Other Known Limitations
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+ - Synthetic errors may not capture all real-world error patterns
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+ - Limited to text-based errors (no formatting or layout errors)
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+
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+ ## Additional Information
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+
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+ ### Dataset Curators
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+ Generated by TYPE/RIGHTER PWA
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+
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+ ### Licensing Information
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+ Creative Commons Attribution 4.0 International (CC BY 4.0)
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+
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+ ### Citation Information
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+ ```
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+ @misc{typerighter2026,
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+ title={TYPE/RIGHTER Synthetic Error Correction Dataset},
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+ author={TYPE/RIGHTER PWA},
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+ year={2026},
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+ url={https://github.com/typerighter}
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+ }
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+ ```
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+
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+ ### Contributions
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+ Thanks to the user who generated this dataset using TYPE/RIGHTER.
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+
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+ ## Error Distribution
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+ - Keyboard Adjacent Errors: 20%
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+ - Case Corruption: 15%
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+ - Symbol Insertion: 10%
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+ - OCR Line Noise: 10%
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+
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+ ## Generated on
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+ 2026-01-07T01:04:58.601Z
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+
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+ ---
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+ *Generated by TYPE/RIGHTER • Offline-First PWA • Privacy by Design • 2026*
data/test-00000-of-00001.jsonl ADDED
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+ {"original":"clear()\n\n\tcamera","corrupted":"cll{wAr!() lcame1ra","target":"clear() camera","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"set(1)\n\tglitchComposer","corrupted":"s!)et(1) glItcg1com}ppdet","target":"set(1) glitchComposer","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"render()\n\trenderer","corrupted":"rIender() twn|d|!:Ee1wr","target":"render() renderer","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"clearDepth()\n\tcamera","corrupted":"C;ea+eDep|T^() cSmer;[A","target":"clearDepth() camera","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"set(0)\n\n\trenderer","corrupted":"Srt(0) rendErer","target":"set(0) renderer","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"render(scene, camera)\n}\ntick()","corrupted":"rrm;(se:r(al#c:wbe, C&a,EE:a) ;} tivk()","target":"render(scene, camera) } tick()","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
data/train-00000-of-00001.jsonl ADDED
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+ {"original":"**USE THIS FOR THE SCENE RENDERING FOR A MID 90's 3D GLITCH BLOOM EFFECT TO EMULATED A LEGACY RENDERING SYSTEM (THINK 80s 90s demoscene 3d scene json design using three js wireframes and neurot","corrupted":"**USr TgoS |FOR tHE! Sc|ENE REN[sE#rINf :F!OR A M$oDI 90'a 3D @GLIycH BLOO, EFge;CT TO EMU#aTrD )A LEG:ACY RwN=r!RINg SYSTEM# (y)HoN^K 8;0s 90s sempsce|n^e 3d scenr JsOn design us:Ing lrhree js -w%!)eedran&es ab&Id Nlwurpt","target":"**USE THIS FOR THE SCENE RENDERING FOR A MID 90's 3D GLITCH BLOOM EFFECT TO EMULATED A LEGACY RENDERING SYSTEM (THINK 80s 90s demoscene 3d scene json design using three js wireframes and neurot","tags":["MD","User Content","Technical","Correspondence"],"source":"BLOOM EFFECT.md"}
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+ {"original":"js for projectiles (non wireframe for neurots","corrupted":"js:* for prpjrcti;les (!mob q|ir{efr%me; lfir nw]tIts","target":"js for projectiles (non wireframe for neurots","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"js)) for a cool lightweight and minimal visual effect, find a good balance where the game can still run in 60 frames per second but maintains a cool 3D holographic popping effect through the bloom:**\n\n//BLOOM\nconst bloomPass = new UnrealBloomPass(new THREE","corrupted":"js)) fpr s cpok kighteei;ght amd mumImall visua-l wf1fec|t, dInd+ a Giod b)ak^:an]cE wjere thr famr $can dri;l tun i;- 60 g=ram1es per srcond but m1]ainraoms a cool 3D jolographiC oop;pi-!nf egfect l%yht:oigh rje bkoo$m:** //BLO[om cons1t* !b;oomPass =; !ne%|w UnRes|;;B;oo,psss1(n!rw THte;E","target":"js)) for a cool lightweight and minimal visual effect, find a good balance where the game can still run in 60 frames per second but maintains a cool 3D holographic popping effect through the bloom:** //BLOOM const bloomPass = new UnrealBloomPass(new THREE","tags":["MD","User Content","Correspondence","Long Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"Vector2(window","corrupted":"Vrct&o!r2(wondiw","target":"Vector2(window","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"innerWidth, window","corrupted":"inmerW&idyg, |wi[n:-iw","target":"innerWidth, window","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"innerHeight), 0","corrupted":"onne:rHeIgHr1), 0","target":"innerHeight), 0","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"8, 0, 0)\nbloomPass","corrupted":"8, 0, 10) nl1o|o,pAas","target":"8, 0, 0) bloomPass","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"renderToScreen = true\n\nconst bloomComposer = new EffectComposer(renderer)\nbloomComposer","corrupted":"r):-;b]!eeToSlceerb = tr1ie c[nsy bl!i}omvom]posee = new |E;f:fecItvomopde)r(eeb@d^;rr%r) 1vloomCimposee","target":"renderToScreen = true const bloomComposer = new EffectComposer(renderer) bloomComposer","tags":["MD","User Content"],"source":"BLOOM EFFECT.md"}
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+ {"original":"setSize(window","corrupted":"deT+ize(w!onsoQI","target":"setSize(window","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"innerWidth, window","corrupted":"innwrW1i]th, wOlndow","target":"innerWidth, window","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"innerHeight)\n\nbloomComposer","corrupted":"iNnerHe(g()t1)) v;;oomICon[oser|","target":"innerHeight) bloomComposer","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"addPass(renderScene)\nbloomComposer","corrupted":"add[ass(rwnd&;eRIS&1enE) b+lpomvompos1e}","target":"addPass(renderScene) bloomComposer","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"addPass(bloomPass)\n//GLITCH\nconst glitchPass = new GlitchPass()\nglitchPass","corrupted":"add|Pass!(;nloOn[as$s) //g^LoTCg vi;nsr ;gliychpas1s = bew1 hlll[txg|}asa() gLItch@ss!s","target":"addPass(bloomPass) //GLITCH const glitchPass = new GlitchPass() glitchPass","tags":["MD","User Content"],"source":"BLOOM EFFECT.md"}
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+ {"original":"renderToScreen = true\n\nconst glitchComposer = new EffectComposer(renderer)\nglitchComposer","corrupted":"rwnder+ToS-teen ;= true !co^batl glitchvP$moosw(- = ;n-!eq E;gfwcyC:pmpoder(renderee) glotc!hCompoSwr","target":"renderToScreen = true const glitchComposer = new EffectComposer(renderer) glitchComposer","tags":["MD","User Content"],"source":"BLOOM EFFECT.md"}
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+ {"original":"setSize(window","corrupted":"setdiz]r(wim+ow","target":"setSize(window","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"innerWidth, window","corrupted":"InnerWidtg, win+sPw","target":"innerWidth, window","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"innerHeight)\n\nglitchComposer","corrupted":"imn#wTHEIg!j}t); gLitxh[ompils!e:r","target":"innerHeight) glitchComposer","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"addPass(renderScene)\nglitchComposer","corrupted":"adSpa-:a(r%eIbdera1Cene) glutcljCo,posr;r","target":"addPass(renderScene) glitchComposer","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"addPass(bloomPass)\nglitchComposer","corrupted":"add[assl(bkOomPass) g:kitchC:imPI}oSer","target":"addPass(bloomPass) glitchComposer","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"addPass(glitchPass)\n\nconst tick = () => {\n\tcontrols","corrupted":"aDd!Paad(gli]tchoaS|d) [o[lbst rIiCk = () => { cpn%trol$s","target":"addPass(glitchPass) const tick = () => { controls","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"update()\n\trequestAnimationFrame(tick)\n\n\trenderer","corrupted":"up|datr() rwquEsItAn1!i,at*upn$Frame(to;ck)| re#}de!rer","target":"update() requestAnimationFrame(tick) renderer","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
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+ {"original":"autoClear = false\n\trenderer","corrupted":"aUltoCleae =1 fslse erndere;*!e","target":"autoClear = false renderer","tags":["MD","User Content","Short Text"],"source":"BLOOM EFFECT.md"}
dataset_infos.json ADDED
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+ {
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+ "default": {
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+ "description": "Synthetic error correction dataset generated by TYPE/RIGHTER",
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+ "citation": "Generated locally in browser using TYPE/RIGHTER PWA",
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+ "homepage": "",
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+ "license": "cc-by-4.0",
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+ "features": {
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+ "original": {
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+ "dtype": "string",
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+ "id": null,
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+ "_type": "Value"
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+ },
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+ },
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+ },
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+ "tags": {
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+ "feature": {
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+ "_type": "Value"
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+ },
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+ "length": -1,
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+ "_type": "Value"
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+ }
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+ },
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+ "post_processed": {
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+ "cleaned": true,
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+ "corrupted": true,
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+ "error_types": {
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+ "keyboard_adjacent": 20,
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+ "case_corruption": 15,
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+ "symbol_insertion": 10,
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+ "ocr_noise": 10
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+ }
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+ },
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+ "supervised_keys": {
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+ "input": "corrupted",
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+ "output": "target"
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+ },
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+ "builder_name": "typerighter",
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+ "config_name": "default",
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+ "dataset_name": "typerighter_dataset",
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+ "dataset_size": 2800,
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+ "splits": {
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+ "train": {
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+ "name": "train",
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+ "num_bytes": 2200,
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+ "num_examples": 22
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+ },
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+ "test": {
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+ "name": "test",
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+ "num_bytes": 600,
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+ "num_examples": 6
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+ }
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+ },
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+ "version": {
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+ "version_str": "1.0.0",
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+ "major": 1,
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+ "minor": 0,
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+ "patch": 0
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+ },
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+ "download_checksums": {},
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+ "download_size": 2800,
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+ "size_in_bytes": 5600
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+ }
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+ }