From d8280ce551637ccf454290d9553549b5ed28342d Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 10 Oct 2026 18:29:17 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: rkaluzny/CLoverT1-0.03B-Base Source: Original Platform --- .gitattributes | 35 + README.md | 82 + config.json | 20 + model.safetensors | 3 + tokenizer.json | 149281 +++++++++++++++++++++++++++++++++++++++++++ 5 files changed, 149421 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 config.json create mode 100644 model.safetensors create mode 100644 tokenizer.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a6344aa --- /dev/null +++ b/.gitattributes @@ -0,0 +1,35 @@ +*.7z filter=lfs diff=lfs merge=lfs 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merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..b8d3254 --- /dev/null +++ b/README.md @@ -0,0 +1,82 @@ +--- +license: apache-2.0 +language: +- en +datasets: +- Skylion007/openwebtext +- Salesforce/wikitext +pipeline_tag: text-generation +model_size: 33M +--- +# CLover T1 0.03B (Base) + +CLover T1 (or Chat Lover Transformer v1) is a small-scale causal language model designed for efficient text generation and experimentation with compact transformer architectures. + +This model represents the base pretraining stage and is intended as a foundation for further instruction tuning and architectural exploration. + +--- + +## Model Overview + +- Model size: ~33M parameters +- Architecture: GPT-style decoder-only transformer +- Context length: 512 tokens +- Vocabulary: BPE Tokenizer + +This version uses a traditional transformer architecture without modern enhancements such as SwiGLU feed-forward networks or rotary positional embeddings. + +--- + +## Intended Use + +This model is suitable for: + +- Text continuation +- Basic conversational experiments +- Research on small language model behavior +- Prototyping instruction-tuning pipelines + +It is not instruction-tuned and does not consistently follow user commands in a chat-like manner. + +--- + +## Limitations + +Because this is a base pretrained model: + +- It may produce vague or incomplete answers +- It does not reliably follow instructions +- It can lose coherence in longer outputs +- It may generate repetitive or inconsistent text + +These limitations are expected for a model at this scale and training stage. + +--- + +## How to Use + +You can load and run the model using Hugging Face Transformers: + +```python +from transformers import AutoTokenizer, AutoModelForCausalLM +import torch + +model_name = "rkaluzny/CLoverT1-0.03B-Base" + +tokenizer = AutoTokenizer.from_pretrained(model_name) +model = AutoModelForCausalLM.from_pretrained(model_name) + +prompt = "What is machine learning?" +inputs = tokenizer(prompt, return_tensors="pt") + +outputs = model.generate( + **inputs, + max_new_tokens=256, + temperature=0.7, + top_k=50, + top_p=0.9, + repetition_penalty=1.2, + do_sample=True, +) + +print(tokenizer.decode(outputs[0], skip_special_tokens=True)) \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..f8d4bb0 --- /dev/null +++ b/config.json @@ -0,0 +1,20 @@ +{ + "_name_or_path": "CLoverT1-0.03B-Base", + 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16291, + "Ġflaws": 16292, + "rians": 16293, + "Ġerr": 16294, + "Ġchrom": 16295, + "upiter": 16296, + "Ġwarr": 16297, + "Ġanalyze": 16298, + "ĠLan": 16299, + "Ġmakeup": 16300, + "prises": 16301, + "Ġfamously": 16302, + "ĠSenators": 16303, + "Ver": 16304, + "build": 16305, + "Ġsticks": 16306, + "Ġdiscourse": 16307, + "Ġverse": 16308, + "Ġappreciated": 16309, + "ĠFile": 16310, + "asha": 16311, + "Bill": 16312, + "ĠTarget": 16313, + "Ġspar": 16314, + "ĠPred": 16315, + "Ġdefines": 16316, + "Ġ1953": 16317, + "ĠChancellor": 16318, + "Ġundoubtedly": 16319, + "Ġrental": 16320, + "Ġtricky": 16321, + "Ġauthentic": 16322, + "achers": 16323, + "ĠOpt": 16324, + "Ġentrepreneur": 16325, + "Ġnonetheless": 16326, + "Ġattribute": 16327, + "kar": 16328, + "ĠChampionships": 16329, + "reamed": 16330, + "ĠNav": 16331, + "Ġvelocity": 16332, + "ĠOz": 16333, + "Ġrejection": 16334, + "=âĢĿ": 16335, + "usions": 16336, + "ASHINGTON": 16337, + "Ġhash": 16338, + "Ġpatience": 16339, + "Ġcrowded": 16340, + "Ġdawn": 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16495, + "Ġwrist": 16496, + "osaurs": 16497, + "Ġperce": 16498, + "Ġcatches": 16499, + "oslav": 16500, + "color": 16501, + "Ġforeigners": 16502, + "ĠGoth": 16503, + "Ġinterpre": 16504, + "Ġinsects": 16505, + "ĠOriginal": 16506, + "final": 16507, + "ensen": 16508, + "ECT": 16509, + "clip": 16510, + "levard": 16511, + "ĠNazis": 16512, + "asses": 16513, + "ĠAbraham": 16514, + "Ġtire": 16515, + "ĠParks": 16516, + "March": 16517, + "Ġworries": 16518, + "Ġaccordance": 16519, + "Ġintimate": 16520, + "mentation": 16521, + "Ġrebounds": 16522, + "Ġtroubles": 16523, + "Ġhammer": 16524, + "seen": 16525, + "ĠGrace": 16526, + "ĠGA": 16527, + "Ġexcav": 16528, + "Ġfeas": 16529, + "Gen": 16530, + "omon": 16531, + "Ġlethal": 16532, + "Ġrisky": 16533, + "ĠAffordable": 16534, + "Ġclashes": 16535, + "Ġdefenses": 16536, + "service": 16537, + "Ġdug": 16538, + "plant": 16539, + "Ġquestionable": 16540, + "Ġfurniture": 16541, + "Ġprogression": 16542, + "Ġimports": 16543, + "hang": 16544, + "Ġtelev": 16545, + "ĠCollection": 16546, + "ĠAub": 16547, + "Ġobesity": 16548, + "ĠGran": 16549, + "yang": 16550, + "Ġhated": 16551, + "Ġdonor": 16552, + "ĠLeonard": 16553, + "CR": 16554, + "identified": 16555, + "Ġvirtue": 16556, + "Ġmixing": 16557, + "Ġfarmer": 16558, + "ĠZimmer": 16559, + "ĠJoel": 16560, + "Ġconvoy": 16561, + "Ġconvenience": 16562, + "Ġwithdrew": 16563, + "Ġatop": 16564, + "ĠDise": 16565, + "Ġfactions": 16566, + "ĠMade": 16567, + "ĠAbs": 16568, + "Ġaccompanying": 16569, + "Ġprevents": 16570, + "Ġdisastrous": 16571, + "ĠAlfred": 16572, + "Ġhometown": 16573, + "know": 16574, + "igue": 16575, + "Ġchorus": 16576, + "url": 16577, + "Ġ1954": 16578, + "ottenham": 16579, + "ĠChip": 16580, + "Ġsecuring": 16581, + "ĠFlow": 16582, + "arez": 16583, + "ĠGibson": 16584, + "Ġindie": 16585, + "REE": 16586, + "Ġextensively": 16587, + "Robert": 16588, + "ĠRailway": 16589, + "Open": 16590, + "Ġparas": 16591, + "rov": 16592, + "Ġweighed": 16593, + "mentioned": 16594, + "Ġmoist": 16595, + "iÄĩ": 16596, + "imen": 16597, + "Ġdwell": 16598, + "Austral": 16599, + "Ġirrit": 16600, + "Ġholidays": 16601, + "Long": 16602, + "Ġjuven": 16603, + "terrorism": 16604, + "Ġoutlook": 16605, + "Jon": 16606, + "ĠNord": 16607, + "inburgh": 16608, + "ĠLith": 16609, + "ĠDecl": 16610, + "Ġcentered": 16611, + "Ġissuing": 16612, + "Ġunconscious": 16613, + "ilitary": 16614, + "Ġsticking": 16615, + "Ġorgans": 16616, + "bey": 16617, + "uffed": 16618, + "Ġredes": 16619, + "________________________________": 16620, + "Ġadvancing": 16621, + "Ġreligions": 16622, + "ĠMotors": 16623, + "icides": 16624, + "Ġunwilling": 16625, + "Ġunint": 16626, + "Ġblogs": 16627, + "ĠComic": 16628, + "Ġinsert": 16629, + "Ġregulated": 16630, + "ĠIv": 16631, + "email": 16632, + "ĠTommy": 16633, + "Ġdeliberate": 16634, + "had": 16635, + "SH": 16636, + "Ġheating": 16637, + "ĠBP": 16638, + "ĠAhmed": 16639, + "ĠOm": 16640, + "Ġpositioned": 16641, + "Ġow": 16642, + "adian": 16643, + "aft": 16644, + "hester": 16645, + "Ġsolving": 16646, + 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"Ġwhatsoever": 16698, + "ĠMohammed": 16699, + "Ġpurple": 16700, + "nels": 16701, + "Ġremn": 16702, + "ĠBright": 16703, + "Ġexploded": 16704, + "Ġvenues": 16705, + "TY": 16706, + "ĠMontgomery": 16707, + "Tex": 16708, + "Ġmeta": 16709, + "Ġrebellion": 16710, + "orton": 16711, + "ieth": 16712, + "Ġcomplaining": 16713, + "ĠMO": 16714, + "ĠJeffrey": 16715, + "import": 16716, + "ĠTriple": 16717, + "Ġfi": 16718, + "Ġdimension": 16719, + "ouncing": 16720, + "June": 16721, + "ĠDj": 16722, + "umar": 16723, + "Ġplugin": 16724, + "your": 16725, + "ĠSach": 16726, + "Ġoffence": 16727, + "available": 16728, + "Ġchess": 16729, + "ĠMonster": 16730, + "Play": 16731, + "spring": 16732, + "Ġ08": 16733, + "minent": 16734, + "Ġcolonies": 16735, + "Ġarmies": 16736, + "ongh": 16737, + "max": 16738, + "ĠStudents": 16739, + "Ġpul": 16740, + "ĠKay": 16741, + "Ġeconomically": 16742, + "ĠNicholas": 16743, + "ĠCubs": 16744, + "Ġmg": 16745, + "ifiable": 16746, + "Ġadoles": 16747, + "ĠJunior": 16748, + "Ġactivated": 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16800, + "Ġoven": 16801, + "ĠHR": 16802, + "forcing": 16803, + "ĠMetropolitan": 16804, + "Ġpad": 16805, + "ĠFixed": 16806, + "ghai": 16807, + "Ġmarking": 16808, + "Ġdragon": 16809, + "Ġinjust": 16810, + "Ġrod": 16811, + "ippers": 16812, + "Ġmalicious": 16813, + "Ġproceeded": 16814, + "Ġbrewery": 16815, + "ĠZach": 16816, + "children": 16817, + "ĠEug": 16818, + "brook": 16819, + "Ġmeditation": 16820, + "generation": 16821, + "Ġinaccur": 16822, + "inez": 16823, + "ICK": 16824, + "doing": 16825, + "ĠLives": 16826, + "Ġrobbery": 16827, + "Ġinfections": 16828, + "social": 16829, + "Ġcontinuously": 16830, + "ĠJessica": 16831, + "Ġhandy": 16832, + "Ġimprisonment": 16833, + "frame": 16834, + "Ġgates": 16835, + "adata": 16836, + "ti": 16837, + "ĠYam": 16838, + "Fox": 16839, + "amount": 16840, + "Ġ09": 16841, + "ĠHarbor": 16842, + "bach": 16843, + "ingle": 16844, + "Ġrefund": 16845, + "ĠPul": 16846, + "ournament": 16847, + "Ġadministrators": 16848, + "believ": 16849, + "Ġplacement": 16850, + "ificant": 16851, + "Ġheader": 16852, + "Ġpredominantly": 16853, + "Ġrou": 16854, + "aughs": 16855, + "Scott": 16856, + "ĠMix": 16857, + "ĠPeninsula": 16858, + "talk": 16859, + "Ġscales": 16860, + "Ġbeam": 16861, + "Ġtuition": 16862, + "ĠWings": 16863, + "Ġenvelop": 16864, + "gency": 16865, + "iological": 16866, + "ifiers": 16867, + "oots": 16868, + "Ġmodify": 16869, + "Ġgreed": 16870, + "ometer": 16871, + "ogenic": 16872, + "ĠSave": 16873, + "ĠRalph": 16874, + "Ġappet": 16875, + "Det": 16876, + "Ġrides": 16877, + "Ġembarrassing": 16878, + "atable": 16879, + "Ġtours": 16880, + "Ġaggressively": 16881, + "Ġflowing": 16882, + "Ġsincere": 16883, + "ictionary": 16884, + "Jim": 16885, + "ĠCSS": 16886, + "ĠJong": 16887, + "culus": 16888, + "Ġinherited": 16889, + "ĠCurrently": 16890, + "Ġorganisms": 16891, + "ĠStudent": 16892, + "six": 16893, + "ĠTab": 16894, + "erers": 16895, + "Ġcontinually": 16896, + "ĠCool": 16897, + "ĠWestminster": 16898, + "ĠMend": 16899, + "ĠOperations": 16900, + "Ġexamining": 16901, + "Ġtended": 16902, + "ceans": 16903, + "opez": 16904, + "Ġmanipulation": 16905, + "Ġoffenders": 16906, + "Ġprisons": 16907, + "Ġshells": 16908, + "Ġours": 16909, + "Ġfleeing": 16910, + "Ġadventures": 16911, + "idity": 16912, + "ostic": 16913, + "Ġproxy": 16914, + "Ġpositively": 16915, + "eled": 16916, + "Ġnasty": 16917, + "Ġsphere": 16918, + "Ġpropose": 16919, + "ĠCoff": 16920, + "icht": 16921, + "Ġwhoever": 16922, + "Ġincorporate": 16923, + "fit": 16924, + "Ġsufficiently": 16925, + "ĠME": 16926, + "anton": 16927, + "Ġstoryt": 16928, + "Ġparameter": 16929, + "Fire": 16930, + "July": 16931, + "Ġtasked": 16932, + "ĠHig": 16933, + "Ġcelebrities": 16934, + "ĠMatter": 16935, + "ĠBeer": 16936, + "Ġballots": 16937, + "Ġп": 16938, + "fa": 16939, + "iott": 16940, + "Ġcredentials": 16941, + "Ġencourages": 16942, + "VA": 16943, + "ĠCulture": 16944, + "ĠCatholics": 16945, + "Ġdecisive": 16946, + "sequently": 16947, + "Ġbeans": 16948, + "Ġrestrain": 16949, + "Ġinjection": 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25764, + "Ġthereof": 25765, + "Ġopenness": 25766, + "ĠZika": 25767, + "ĠSylv": 25768, + "ĠWebster": 25769, + "Ġimpulse": 25770, + "Ġtransitions": 25771, + "Ġfilings": 25772, + "ĠHorizon": 25773, + "negie": 25774, + "ĠSpotify": 25775, + "Ġresidency": 25776, + "Ġprophet": 25777, + "Ġboosted": 25778, + "Ġdiscontinued": 25779, + "wi": 25780, + "ĠBav": 25781, + "Ġpeaking": 25782, + "OLD": 25783, + "ĠBundes": 25784, + "Ġtac": 25785, + "Ġshear": 25786, + "comings": 25787, + "Ġdebating": 25788, + "ĠPerkins": 25789, + "Ġcreditors": 25790, + "Ġfascinated": 25791, + "Ġpumps": 25792, + "ĠDB": 25793, + "ĠShares": 25794, + "ĠÂĹ": 25795, + "Ġpenned": 25796, + "better": 25797, + "ĠFut": 25798, + "extreme": 25799, + "Ġselections": 25800, + "ĠTraffic": 25801, + "Ġnewcomers": 25802, + "wagen": 25803, + "Ġcaliber": 25804, + "Ġexercising": 25805, + "ĠCarpenter": 25806, + ":[": 25807, + "Ġbeet": 25808, + "Ġescalated": 25809, + "ĠCrowley": 25810, + "Ġsubpoena": 25811, + "allah": 25812, + "Ġ118": 25813, + 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