commit 93c61cbc6006f0772244f6b7b28dbe1d3dbb966b
Author: ModelHub XC <noreply@modelhub.org.cn>
Date:   Tue Oct 27 13:00:41 2026 +0800

    初始化项目，由ModelHub XC社区提供模型
    
    Model: AhiskaAI/AhiskaAI-25m-Chat-v0.1-Experimental
    Source: Original Platform

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diff --git a/README.md b/README.md
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--- /dev/null
+++ b/README.md
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+---
+license: apache-2.0
+language:
+- tr
+pipeline_tag: text-generation
+tags:
+- llama
+- slm
+- chat
+- experimental
+- fine-tuned
+- tr-llm
+- Ahıska
+- AhiskaTurks
+- MeskhetianTurks
+- AhıskaTürkleri
+datasets:
+- wikipedia
+---
+
+# AhiskaAI 25M Chat v0.1 (Experimental)
+
+**AhiskaAI 25M Chat v0.1** is an extremely lightweight, experimental Small Language Model (SLM) with only **~25 Million parameters**. This specific version is fine-tuned using a specialized 3-turn deep conversational schema to evaluate historical knowledge retention limits in ultra-low parameter architectures.
+
+The primary objective of this model is to test if an ultra-small network can accurately retain complex historical and cultural facts regarding the history of **Ahıska Turks (Meskhetian Turks)** using highly curated datasets.
+
+---
+
+## 📊 Real Terminal Inference Showcase (The Proof)
+
+Below is the actual, unedited runtime log from our local inference pipeline (`checkpoint-800`). It showcases the stunning density of cultural facts captured by just 25 million parameters, alongside its eventual failure modes in prolonged multi-turn context switching:
+
+```text
+User: Ahıska Türkleri kimdir ? 
+AhıskaAI: Ahıska Türkleri, Gürcistan'ın Ahıska bölgesinde yaşamış Müslüman bir Türk nüfusudur. Daha fazla bilgi ister misiniz?
+
+User: Evet, Fergana olaylarını anlatır mısın ? 
+AhıskaAI: Fergana Olayları, 1989 yılında Özbekistan'da yaşanan trajik etnik çatışmalardır. Bu olaylar sonucunda evlerini terk etmek zorunda kalmış ve ikinci büyük göç dalgasını yaşamıştır.
+
+User: Peki 1944 sürgünü ? 
+AhıskaAI: 1944 Sürgünü sonrası Orta Asya'ya sürülen halk, Özbekistan, Kazakistan ve Kırgızistan'da "özel yerleşimci" statüsüyle kamplarda tutulmuştur. Bu acı yolculuğunda binlerce insan hayatını kaybetmiştir.
+
+User: kim yaptı ?
+🔄 [System Context Cleared]
+AhıskaAI: Sürgün süreci şu zorluklarla geçmiştir:
+- Havasız Vagonlar: İnsanlar hayvan taşımacılığında kullanılan, dondurucu kış şartlarına uygun olmayan vagonlara istiflenmiştir.
+- Salgın Hastalıklar: İzin almadan yaşadıkları kasabaların dışına çıkmaları kesinlikle yasaklanmıştır.
+- Ağır Cezalar: Kural ihlali yapanlar Sibirya 25 yıllık ağır çalışma sürgününe gönderilmiştir.
+
+User: Peki Sürgünü kim yaptı
+🔄 [System Context Cleared]
+AhıskaAI: Rica ederim, Ahıska Türklerinin tarihini ve kültürlerini aktarmak görevimdir. (Failure Mode: Hallucinated loop / Repetitive drift)
+```
+
+🧠 Evaluation & Analysis ("Fail Forward")
+The Success: For a 25M parameter model, the semantic alignment regarding historical timelines (1944, 1989) and geolocations (Georgia, Fergana, Uzbekistan, Kazakhstan, Siberia) is unusually dense and highly accurate. This proves that high-quality data curation can bypass size limitations to an extent.
+
+The Failure Mode (Why it's Semi-Successful): As seen in the 4th and 5th turns, once the strict context window limit is hit and the history pruning mechanism triggers, the model loses track of pronouns (e.g., failing to map "who did it?" back to the Soviet Union regime) and drifts into polite loop phrases ("Rica ederim...").
+
+🛠️ Hardware & Training Specs
+Hardware: NVIDIA GeForce RTX 4050 Laptop GPU (6GB VRAM)
+
+Dataset:Hand-filtered 75 MB specialized Turkish Wikipedia subset focused on cultural identity milestones and historical timelines.
+
+Optimization: Custom multi-turn SFT formatting.
+
+Architecture: Custom ultra-lightweight Llama variant (~25M parameters).
+
+Driven by passion. Documenting and preserving cultural heritage through tiny neural networks.
+
+> 📌 **Historical Milestone:** This is officially the **first-ever Turkish language model specifically trained and optimized to capture, preserve, and recall the historical heritage and cultural chronology of the Ahıska Turks (Meskhetian Turks).**
+>
+> ---
+*Driven by passion. Officially the first Turkish SLM dedicated to Ahıska Turkish History. Powered by local compute (RTX 4050 Laptop).*
\ No newline at end of file
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+      "Ġ49": 10887,
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+      "Ġkonusu": 10928,
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+      "Mark": 10932,
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+      "Ġanother": 10944,
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+      "ĠBut": 10949,
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+      "IPSec": 10954,
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+      "tiler": 10958,
+      "isfile": 10959,
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+      "Ġdivision": 10989,
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+      "gl": 11078,
+      "Ġrat": 11079,
+      "ĠFr": 11080,
+      "contract": 11081,
+      "plain": 11082,
+      "Ġ52": 11083,
+      "layıcı": 11084,
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+      "processor": 11086,
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+      "Ġstatic": 11088,
+      "söz": 11089,
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+      "analysis": 11091,
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+      "ĠMaj": 11093,
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+      "astic": 11095,
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+      "Ġsoyadı": 11097,
+      "Ġödülü": 11098,
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+      "USE": 11100,
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+      "Idx": 11108,
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+      "ĠDük": 11111,
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+      "person": 11117,
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+      "uous": 11119,
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+      "Ġexternal": 11123,
+      "Ġ82": 11124,
+      "ĠÃĸzellikle": 11125,
+      "Ġabove": 11126,
+      "ĠListesi": 11127,
+      "ółĢ°": 11128,
+      "ĠFilip": 11129,
+      "$',": 11130,
+      "here": 11131,
+      "Ġtqdm": 11132,
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+      "ĠÃĩan": 11135,
+      "byte": 11136,
+      "åĪ°": 11137,
+      "Select": 11138,
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+      "ĠSavunma": 11140,
+      "'^": 11141,
+      "Eth": 11142,
+      "vd": 11143,
+      "wav": 11144,
+      "zy": 11145,
+      "ô": 11146,
+      "æ±Ĥ": 11147,
+      "edeni": 11148,
+      "Ġgame": 11149,
+      "ĠCat": 11150,
+      "ısal": 11151,
+      "Ġuzman": 11152,
+      "Ġoynuyor": 11153,
+      "Ġgezeg": 11154,
+      "Ġdependencies": 11155,
+      "deepcopy": 11156,
+      "Bas": 11157,
+      "Farsça": 11158,
+      "ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ": 11159,
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+      "ĠFinland": 11162,
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+      "(\"\"": 11164,
+      "sep": 11165,
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+      "Ġcredentials": 11168,
+      "ĠNij": 11169,
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+      "ĠMehmed": 11172,
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+      "house": 11174,
+      "Ġanswer": 11175,
+      "Reader": 11176,
+      "datal": 11177,
+      "ĠözelliÄŁi": 11178,
+      "ĠHeart": 11179,
+      "ĠMadrid": 11180,
+      "Ġkaynaģı": 11181,
+      "*.": 11182,
+      "First": 11183,
+      "cwd": 11184,
+      "don": 11185,
+      "dak": 11186,
+      "oon": 11187,
+      "Ġfactory": 11188,
+      "ĠPierre": 11189,
+      "ewall": 11190,
+      "ĠAttribute": 11191,
+      "Ġinternet": 11192,
+      "FIL": 11193,
+      "Ġnormalize": 11194,
+      "Ġhafif": 11195,
+      "Di": 11196,
+      "}\",": 11197,
+      "erler": 11198,
+      "oves": 11199,
+      "Ġroom": 11200,
+      "mooth": 11201,
+      "SERVICE": 11202,
+      "encoded": 11203,
+      "console": 11204,
+      "ükleer": 11205,
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+      "ĠçoÄŁ": 11208,
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+      "Ġalınan": 11211,
+      "Ġzamanlar": 11212,
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+      "Ġrequires": 11214,
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+      "uge": 11217,
+      "Ġyönelik": 11218,
+      "Product": 11219,
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+      "ĠKarab": 11221,
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+      "attrib": 11223,
+      "distribution": 11224,
+      "ĠModern": 11225,
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+      "tre": 11228,
+      "å·": 11229,
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+      "ecycle": 11231,
+      "ĠPo": 11232,
+      "ocity": 11233,
+      "ATED": 11234,
+      "ferences": 11235,
+      "kins": 11236,
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+      "Ġsöylem": 11238,
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+      "Ġmuht": 11241,
+      "El": 11242,
+      "named": 11243,
+      "ining": 11244,
+      "Ġcrop": 11245,
+      "Ġmachine": 11246,
+      "Ġhome": 11247,
+      "ĠVik": 11248,
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+      "LOC": 11250,
+      "Ġkomedyen": 11251,
+      "push": 11252,
+      "³ółģ": 11253,
+      "ĠTrain": 11254,
+      "abad": 11255,
+      "ĠGot": 11256,
+      "Ġalmak": 11257,
+      "uke": 11258,
+      "lengths": 11259,
+      "ĠPrime": 11260,
+      "ĠdeÄŁerlendir": 11261,
+      "ÑģÑĤ": 11262,
+      "ĠKahraman": 11263,
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+      "MY": 11271,
+      "ville": 11272,
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+      "Edit": 11281,
+      "çİ": 11282,
+      "olds": 11283,
+      "ĠSad": 11284,
+      "ĠMulti": 11285,
+      "chat": 11286,
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+      "Ġgenelde": 11289,
+      "pit": 11290,
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+      "Ġdurumda": 11293,
+      "Ġkulübü": 11294,
+      "Ġimzal": 11295,
+      "Sol": 11296,
+      "Ġkw": 11297,
+      "edilmiÅŁ": 11298,
+      "ĠBunlar": 11299,
+      "Ġpkg": 11300,
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+      "Metrics": 11306,
+      "LR": 11307,
+      "yordu": 11308,
+      "ι": 11309,
+      "Ł¥": 11310,
+      "seline": 11311,
+      "hemy": 11312,
+      "pars": 11313,
+      "Ġasynchronous": 11314,
+      "ĠÅŀirket": 11315,
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+      [
+        "Ġyet",
+        "enekli"
+      ],
+      [
+        "stack",
+        "overflow"
+      ],
+      [
+        "abs",
+        "ent"
+      ],
+      [
+        "Ġkes",
+        "iÅŁ"
+      ],
+      [
+        "Ġtah",
+        "rik"
+      ],
+      [
+        "elen",
+        "miÅŁ"
+      ],
+      [
+        "ĠTak",
+        "es"
+      ],
+      [
+        "tra",
+        "jectory"
+      ],
+      [
+        "ĠEm",
+        "ily"
+      ],
+      [
+        "Ġanlat",
+        "maktadır"
+      ],
+      [
+        "ĠdönÃ¼ÅŁ",
+        "mÃ¼ÅŁtür"
+      ],
+      [
+        "|'",
+        "='"
+      ],
+      [
+        "ĠSup",
+        "ported"
+      ],
+      [
+        "Ġhazır",
+        "lanmÄ±ÅŁ"
+      ],
+      [
+        "ĠDel",
+        "ta"
+      ],
+      [
+        "cert",
+        "s"
+      ],
+      [
+        "ĠgerçekleÅŁtir",
+        "ildi"
+      ],
+      [
+        "Ġsur",
+        "etiyle"
+      ],
+      [
+        "atom",
+        "ic"
+      ],
+      [
+        "Ġcanlandır",
+        "dıģı"
+      ],
+      [
+        "Ġkatıl",
+        "maya"
+      ],
+      [
+        "Ġquant",
+        "ization"
+      ],
+      [
+        "ĠiÅŁlet",
+        "me"
+      ],
+      [
+        "CRE",
+        "ATED"
+      ],
+      [
+        "Ġdiplomat",
+        "lar"
+      ],
+      [
+        "Ġ#################################################################",
+        "########"
+      ],
+      [
+        "vl",
+        "ans"
+      ],
+      [
+        "Ġrast",
+        "lanır"
+      ],
+      [
+        "Ġcombin",
+        "ations"
+      ],
+      [
+        "ĠAtlan",
+        "tic"
+      ],
+      [
+        "ĠHaw",
+        "aii"
+      ],
+      [
+        "Ġkısım",
+        "ları"
+      ],
+      [
+        "kit",
+        "ap"
+      ],
+      [
+        "Ġpi",
+        "ece"
+      ],
+      [
+        "Ġtoplan",
+        "t"
+      ],
+      [
+        "ĠSad",
+        "razam"
+      ],
+      [
+        "ĠBoÄŁ",
+        "aziçi"
+      ],
+      [
+        "Ġyeter",
+        "ince"
+      ],
+      [
+        "ĠDik",
+        "men"
+      ],
+      [
+        "ĠTen",
+        "is"
+      ],
+      [
+        "ĠnbsOt",
+        "n"
+      ],
+      [
+        "ĠBi",
+        "eber"
+      ],
+      [
+        "ĠKüb",
+        "alı"
+      ],
+      [
+        "Child",
+        "ren"
+      ],
+      [
+        "Ġpg",
+        "ast"
+      ],
+      [
+        "ĠWind",
+        "sor"
+      ],
+      [
+        "åľ°",
+        "åĿĢ"
+      ],
+      [
+        "Requir",
+        "ement"
+      ],
+      [
+        "Sess",
+        "ions"
+      ],
+      [
+        "å½ĵ",
+        "åīį"
+      ],
+      [
+        "Alert",
+        "manager"
+      ],
+      [
+        "ancell",
+        "ed"
+      ],
+      [
+        "æ²",
+        "¡"
+      ],
+      [
+        "ĠAnto",
+        "ine"
+      ],
+      [
+        "Ġkıyas",
+        "la"
+      ],
+      [
+        "Ġkomple",
+        "ks"
+      ],
+      [
+        "ĠTEN",
+        "ANT"
+      ],
+      [
+        "Ġhik",
+        "ay"
+      ],
+      [
+        "Ġtdk",
+        "TestObj"
+      ],
+      [
+        "ĠKambo",
+        "çya"
+      ],
+      [
+        "6",
+        "88"
+      ],
+      [
+        "A",
+        "X"
+      ],
+      [
+        "D",
+        "og"
+      ],
+      [
+        "J",
+        "ul"
+      ],
+      [
+        "J",
+        "ose"
+      ],
+      [
+        "S",
+        "uch"
+      ],
+      [
+        "c",
+        "üsü"
+      ],
+      [
+        "h",
+        "stack"
+      ],
+      [
+        "l",
+        "strip"
+      ],
+      [
+        "s",
+        "agemaker"
+      ],
+      [
+        "v",
+        "stack"
+      ],
+      [
+        "¸",
+        "ółģ¿"
+      ],
+      [
+        "×",
+        "Ļ"
+      ],
+      [
+        "ar",
+        "ik"
+      ],
+      [
+        "en",
+        "go"
+      ],
+      [
+        "Ġd",
+        "oy"
+      ],
+      [
+        "ut",
+        "an"
+      ],
+      [
+        "ad",
+        "c"
+      ],
+      [
+        "Ġp",
+        "lat"
+      ],
+      [
+        "ĠS",
+        "ana"
+      ],
+      [
+        "ĠT",
+        "ul"
+      ],
+      [
+        "ĠM",
+        "ent"
+      ],
+      [
+        "ig",
+        "abytes"
+      ],
+      [
+        "Ġh",
+        "ack"
+      ],
+      [
+        "iy",
+        "se"
+      ],
+      [
+        "ĠL",
+        "j"
+      ],
+      [
+        "ĠL",
+        "ambda"
+      ],
+      [
+        "ĠG",
+        "uid"
+      ],
+      [
+        "ĠH",
+        "ilton"
+      ],
+      [
+        "Ä°",
+        "talya"
+      ],
+      [
+        "Ġl",
+        "an"
+      ],
+      [
+        "Ġreturn",
+        "Value"
+      ],
+      [
+        "('",
+        "//"
+      ],
+      [
+        "pro",
+        "ve"
+      ],
+      [
+        "Ġ:",
+        "-"
+      ],
+      [
+        "Ġan",
+        "no"
+      ],
+      [
+        "Ġres",
+        "net"
+      ],
+      [
+        "di",
+        "ÄŁer"
+      ],
+      [
+        "Ġyap",
+        "ısına"
+      ],
+      [
+        "ĠAr",
+        "is"
+      ],
+      [
+        "ĠAr",
+        "tem"
+      ],
+      [
+        "Ġ18",
+        "06"
+      ],
+      [
+        "Ġ18",
+        "41"
+      ],
+      [
+        "me",
+        "asurements"
+      ],
+      [
+        "18",
+        "94"
+      ],
+      [
+        "Ġtak",
+        "tik"
+      ],
+      [
+        "Ġim",
+        "gs"
+      ],
+      [
+        "ĠCh",
+        "ester"
+      ],
+      [
+        "Ġtek",
+        "lidir"
+      ],
+      [
+        "LE",
+        "CTION"
+      ],
+      [
+        "Ġsub",
+        "mitted"
+      ],
+      [
+        "Ġtan",
+        "ık"
+      ],
+      [
+        "trans",
+        "ports"
+      ],
+      [
+        "Ġle",
+        "ading"
+      ],
+      [
+        "Ġyük",
+        "ü"
+      ],
+      [
+        "Ġyol",
+        "unu"
+      ],
+      [
+        "ets",
+        "iz"
+      ],
+      [
+        "ece",
+        "ÄŁin"
+      ],
+      [
+        "Ġdoc",
+        "string"
+      ],
+      [
+        "Ġist",
+        "if"
+      ],
+      [
+        "Ġtakımı",
+        "yla"
+      ],
+      [
+        "Ġoper",
+        "ating"
+      ],
+      [
+        "Ġyüksek",
+        "lik"
+      ],
+      [
+        "ĠBaÅŁk",
+        "anlık"
+      ],
+      [
+        "57",
+        "1"
+      ],
+      [
+        "Ġiz",
+        "leyen"
+      ],
+      [
+        "so",
+        "ap"
+      ],
+      [
+        "åĪ",
+        "Ľå»º"
+      ],
+      [
+        "Ġbah",
+        "seder"
+      ],
+      [
+        "ĠdeÄŁer",
+        "ini"
+      ],
+      [
+        "Ġgüney",
+        "doÄŁusunda"
+      ],
+      [
+        "HE",
+        "IGHT"
+      ],
+      [
+        "Ġfollow",
+        "ed"
+      ],
+      [
+        "Ġyapıl",
+        "andır"
+      ],
+      [
+        "ĠMust",
+        "afakemalpaÅŁa"
+      ],
+      [
+        "ĠÃĸn",
+        "der"
+      ],
+      [
+        "Command",
+        "s"
+      ],
+      [
+        "ĠNum",
+        "py"
+      ],
+      [
+        "ĠCo",
+        "uple"
+      ],
+      [
+        "fill",
+        "na"
+      ],
+      [
+        "ĠGel",
+        "iÅŁ"
+      ],
+      [
+        "æł",
+        "¹"
+      ],
+      [
+        "ĠMez",
+        "opotamya"
+      ],
+      [
+        "ĠRep",
+        "ository"
+      ],
+      [
+        "madı",
+        "ģını"
+      ],
+      [
+        "Ġdom",
+        "uz"
+      ],
+      [
+        "AUTH",
+        "ORIZ"
+      ],
+      [
+        "ĠOd",
+        "ası"
+      ],
+      [
+        "ĠDük",
+        "alıģı"
+      ],
+      [
+        "ĠFilip",
+        "inli"
+      ],
+      [
+        "INST",
+        "ALL"
+      ],
+      [
+        "ĠCen",
+        "evre"
+      ],
+      [
+        "vr",
+        "rp"
+      ],
+      [
+        "ĠPek",
+        "kan"
+      ],
+      [
+        "ĠTemsil",
+        "cisi"
+      ],
+      [
+        "ĠPerson",
+        "el"
+      ],
+      [
+        "Ġcal",
+        "endar"
+      ],
+      [
+        "_'",
+        "+"
+      ],
+      [
+        "ĠYok",
+        "ohama"
+      ],
+      [
+        "ĠChild",
+        "ren"
+      ],
+      [
+        "364",
+        "7"
+      ],
+      [
+        "ĠAllow",
+        "ed"
+      ],
+      [
+        "ĠElec",
+        "tric"
+      ],
+      [
+        "Ġülkey",
+        "i"
+      ],
+      [
+        "ĠValidation",
+        "Error"
+      ],
+      [
+        "=\\\"",
+        "%"
+      ],
+      [
+        "Ġdatal",
+        "oader"
+      ],
+      [
+        "FEAT",
+        "URES"
+      ],
+      [
+        "ĠZira",
+        "at"
+      ],
+      [
+        "ĠAntak",
+        "ya"
+      ]
+    ]
+  }
+}
\ No newline at end of file
diff --git a/tokenizer_config.json b/tokenizer_config.json
new file mode 100644
index 0000000..1a63891
--- /dev/null
+++ b/tokenizer_config.json
@@ -0,0 +1,10 @@
+{
+  "backend": "tokenizers",
+  "bos_token": "[CLS]",
+  "eos_token": "<|endoftext|>",
+  "is_local": true,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "tokenizer_class": "TokenizersBackend",
+  "unk_token": "[UNK]"
+}