Prithiv Sakthi
prithivMLmods
AI & ML interests
computer vision, nlp, multimodality
@strangerzonehf @strangerguardhf
Recent Activity
updated
a model
about 8 hours ago
prithivMLmods/Graphic-Class
published
a model
about 8 hours ago
prithivMLmods/Graphic-Class
upvoted
a
paper
1 day ago
Energy-Based Transformers are Scalable Learners and Thinkers
Organizations
Chain-of-Thought Reasoning, Detailed Image Captioning
Camel Doc MM
enhances document comprehension capabilities
VisionScope OCR Experimentals
Based on Qwen2.5 VL, Qwen2 VL
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prithivMLmods/docscopeOCR-7B-050425-exp
Image-Text-to-Text • 8B • Updated • 3.22k • 7 -
prithivMLmods/coreOCR-7B-050325-preview
Image-Text-to-Text • 8B • Updated • 2.41k • 8 -
prithivMLmods/visionOCR-3B-061125
Image-Text-to-Text • 4B • Updated • 297 • 3 -
prithivMLmods/docscopeOCR-7B-050425-exp-GGUF
Image-Text-to-Text • 8B • Updated • 770 • 3
Blitzar Experimentals
coder
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prithivMLmods/Blitzar-Coder-4B-F.1
Text Generation • 4B • Updated • 78 • 3 -
prithivMLmods/Blitzar-Coder-4B-F.1-GGUF
Text Generation • 4B • Updated • 1.37k • 3 -
prithivMLmods/Lambda-Equulei-1.5B-xLingual
Text Generation • 2B • Updated • 38 • 1 -
prithivMLmods/Lambda-Equulei-1.5B-xLingual-GGUF
Text Generation • 2B • Updated • 236
MoT Supreme
Mixture-of-Thoughts
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prithivMLmods/Lacaille-MoT-4B-Supreme2
Text Generation • 4B • Updated • 70 • 3 -
prithivMLmods/Lacaille-MoT-4B-Supreme2-GGUF
Text Generation • 4B • Updated • 90 -
prithivMLmods/Capricornus-MoT-1.7B-Supreme1
Text Generation • 2B • Updated • 12 -
prithivMLmods/Capricornus-MoT-1.7B-Supreme1-GGUF
Text Generation • 2B • Updated • 81
Open Voice Classification
audio classifiers
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prithivMLmods/Common-Voice-Gender-Detection
Audio Classification • 0.1B • Updated • 1.15k • 2 -
prithivMLmods/Common-Voice-Gender-Detection-ONNX
Audio Classification • Updated • 13 -
prithivMLmods/Speech-Emotion-Classification
Audio Classification • 0.1B • Updated • 162 -
prithivMLmods/Speech-Emotion-Classification-ONNX
Audio Classification • Updated • 66
Open Classification 2805
models, datasets
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prithivMLmods/shoe-type-detection
Image Classification • 0.1B • Updated • 28 -
prithivMLmods/facial-age-detection
Image Classification • 0.1B • Updated • 167 • 3 -
prithivMLmods/tooth-agenesis-siglip2
Image Classification • 0.1B • Updated • 23 -
strangerguardhf/Tooth-Agenesis-6_Types
Viewer • Updated • 12.3k • 87
Edge LLM Variants x2
custom llms
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prithivMLmods/Lynx-TinySync-0.6B
Text Generation • 0.6B • Updated • 12 -
prithivMLmods/Lynx-TinySync-0.6B-GGUF
Text Generation • 0.6B • Updated • 73 -
prithivMLmods/Oganesson-TinyLlama-1.2B
Text Generation • 1B • Updated • 12 • -
prithivMLmods/Oganesson-TinyLlama-1.2B-GGUF
Text Generation • 1B • Updated • 67
Cortex Dual ~ DiMind
(direct, reactive, retrieval-based responses), (reasoning, planning, deeper analysis)
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prithivMLmods/Magpie-Qwen-DiMind-1.7B
Text Generation • 2B • Updated • 17 • 1 -
prithivMLmods/Magpie-Qwen-DiMind-1.7B-GGUF
Text Generation • 2B • Updated • 30 -
prithivMLmods/Magpie-Qwen-CortexDual-0.6B
Text Generation • 0.6B • Updated • 14 • 2 -
prithivMLmods/Magpie-Qwen-CortexDual-0.6B-GGUF
Text Generation • 0.6B • Updated • 96
Qwen_3 Experimental-2
trajectory
Explicit Content Filters
vit, siglip2
OpenG
Math, Code, Reasoning – Edge Device LLMs
Multiclass Image Classification 05142025
classification net.
Qwen_3 Experimental
Cot, LCoT - Reasoning
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prithivMLmods/Cetus-Qwen3_4B-GeneralThought
Text Generation • 4B • Updated • 4 • 1 -
prithivMLmods/Cetus-Qwen3_4B-GeneralThought-Q4_K_M-GGUF
Text Generation • 4B • Updated • 5 -
prithivMLmods/Bootes-Qwen3_Coder-Reasoning
Text Generation • 4B • Updated • 1.8k • 3 -
prithivMLmods/Bootes-Qwen3_Coder-Reasoning-Q4_K_M-GGUF
Text Generation • 4B • Updated • 17
QWQ_Qwen3 Fine-Thinking
CoT, LCoT - QwQ Math
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prithivMLmods/Draconis-Qwen3_Math-4B-Preview
Text Generation • 4B • Updated • 18 -
prithivMLmods/Hatshepsut-Qwen3_QWQ-LCoT-4B
Text Generation • 4B • Updated • 7 -
prithivMLmods/Hatshepsut-Qwen3_QWQ-LCoT-4B-Q4_K_M-GGUF
Text Generation • 4B • Updated • 4 -
prithivMLmods/Tureis-Qwen3_QWQ-4B-Exp
Text Generation • 4B • Updated • 8
Content Filters SigLIP2/ViT
Moderation, Balance, Classifiers
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prithivMLmods/Weather-Image-Classification
Image Classification • 0.1B • Updated • 138 -
prithivMLmods/Watermark-Detection-SigLIP2
Image Classification • 0.1B • Updated • 38.3k • • 18 -
prithivMLmods/TurkishFoods-25
Image Classification • 0.1B • Updated • 21 -
prithivMLmods/Marathi-Sign-Language-Detection
Image Classification • 0.1B • Updated • 28
SigLIP2 Content Filters 052025 Patch 1
Moderation, Balance, Classifiers
SigLIP2 Content Filters 042025 Final
Moderation, Balance, Classifiers
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prithivMLmods/RESISC45-SigLIP2
Image Classification • 0.1B • Updated • 26 -
prithivMLmods/PACS-DG-SigLIP2
Image Classification • 0.1B • Updated • 22 -
prithivMLmods/Watermark-Detection-SigLIP2
Image Classification • 0.1B • Updated • 38.3k • • 18 -
prithivMLmods/3D-Printed-Or-Not-SigLIP2
Image Classification • 0.1B • Updated • 23
Multilabel Image Classification Datasets
classify one or more scene categories
Edge supervised fine-tuning (SFT)
standard language modeling objective
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prithivMLmods/Lang-Exster-0.5B-Instruct
Text Generation • 0.5B • Updated • 5 -
prithivMLmods/Lambda-Cancri-1.5B-Exp
Text Generation • 2B • Updated • 5 -
prithivMLmods/Lang-Exster-0.5B-Instruct-ONNX
Text Generation • Updated • 6 -
prithivMLmods/Lang-Exster-0.5B-Instruct-Q8_0-GGUF
Text Generation • 0.5B • Updated • 8
Edge LLM - Advanced RL v2
advanced reinforcement learning (RL)
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prithivMLmods/Castula-U2-QwenRe-1.5B
Text Generation • 2B • Updated • 9 • 2 -
prithivMLmods/Lang-Exster-0.5B-Instruct
Text Generation • 0.5B • Updated • 5 -
prithivMLmods/Lang-Exster-0.5B-Instruct-Q8_0-GGUF
Text Generation • 0.5B • Updated • 8 -
prithivMLmods/Lang-Exster-0.5B-Instruct-ONNX
Text Generation • Updated • 6
Mini Galactic Qwen X RL - Edge Device Models
Coder, Math. [ Reinforcement learning ]
Y.2 Galactic Qwen
Y.2 for Coding and Math
Galactic LLM Exp 3
Math, Code, General-Purpose
SigLIP2 Content Filters - Datasets
Moderation, Balance, Classifiers
Messy OCR's - VL 2B
Qwen2 VL
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prithivMLmods/Callisto-OCR3-2B-Instruct
Image-Text-to-Text • 2B • Updated • 426 • 5 -
Running on ZeroMCP3939
Doc VLMs OCR
📖drex / virex / typhoon / omlocr
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prithivMLmods/Qwen2-VL-OCR-2B-Instruct
Image-Text-to-Text • 2B • Updated • 13.7k • 91 -
prithivMLmods/Qwen2-VL-OCR-2B-Instruct-GGUF
Image-Text-to-Text • 2B • Updated • 2.91k • 3
SigLIP2 042025
Age, Gender, Race and More ..
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prithivMLmods/Age-Classification-SigLIP2
Image Classification • 0.1B • Updated • 4.94k • • 5 -
prithivMLmods/Gender-Classifier-Mini
Image Classification • 0.1B • Updated • 2.31k • 2 -
prithivMLmods/Rice-Leaf-Disease
Image Classification • 0.1B • Updated • 35 -
prithivMLmods/Indian-Western-Food-34
Image Classification • 0.1B • Updated • 404
DomainNet 0324
Multi-Source Domain Adaptation : Infograph, Quickdraw, Real, Sketch, Fashion
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prithivMLmods/Painting-126-DomainNet
Image Classification • 0.1B • Updated • 29 -
prithivMLmods/Sketch-126-DomainNet
Image Classification • 0.1B • Updated • 25 -
prithivMLmods/Clipart-126-DomainNet
Image Classification • 0.1B • Updated • 22 -
prithivMLmods/Multisource-121-DomainNet
Image Classification • 0.1B • Updated • 30
Galactic Qwen Exp
Math, Code, General-Purpose
Abliterated Edge Device LLM's
0.5B - 1B - 3B
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prithivMLmods/Bellatrix-Tiny-1B-v3-abliterated
Text Generation • 1B • Updated • 11 • • 1 -
prithivMLmods/Bellatrix-Tiny-1B-v2-abliterated
Text Generation • 1B • Updated • 14 • -
prithivMLmods/Bellatrix-Tiny-1B-R1-abliterated
Text Generation • 1B • Updated • 15 • -
prithivMLmods/Bellatrix-Tiny-3B-R1-abliterated
Text Generation • 3B • Updated • 15
Math Sage
Mathematical Models, <=58 Avg
Full-entry fine-tuning of SigLIP2
Test finetune
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prithivMLmods/Deepfake-Quality-Classifier-SigLIP2
Image Classification • 0.1B • Updated • 27 • 1 -
prithivMLmods/Gym-Workout-Classifier-SigLIP2
Image Classification • 0.1B • Updated • 64 • 4 -
prithivMLmods/Facial-Emotion-Detection-SigLIP2
Image Classification • 0.1B • Updated • 990 • • 5 -
prithivMLmods/Deepfake-Quality-Classifier2-SigLIP2
Image Classification • 0.1B • Updated • 70 • 2
Multimodal Implementations
demo
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Running on ZeroMCP208208
core OCR
🥪glm-4.1v-9b-thinking / core ocr / docscope ocr / monkey ocr
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Running on ZeroMCP100100
VisionScope-R2
🔍behemoth-3b / skycaptioner /spacethinker / spaceom / coreocr
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Running on ZeroMCP298298
OCR
🍍nanonets / qwen2vl ocr / rolmocr / aya vision
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Running on ZeroMCP110110
OCR2
💻nanonets / monkey ocr / smoldocling / typhoon ocr
Sombrero SM
StreamlinedMemory
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prithivMLmods/Sombrero-Opus-14B-Sm1
Text Generation • 15B • Updated • 12 • 2 -
prithivMLmods/Sombrero-Opus-14B-Sm2
Text Generation • 15B • Updated • 11 • 2 -
prithivMLmods/Sombrero-Opus-14B-Sm3
Text Generation • 15B • Updated • 6 • 1 -
prithivMLmods/Sombrero-Opus-14B-Sm4
Text Generation • 15B • Updated • 11 • 3
r999
general purpose r999 multilingual LLMs
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prithivMLmods/Eridanus-Opus-14B-r999
Text Generation • 15B • Updated • 6 • 3 -
prithivMLmods/Berenices-Opus-14B-r999
Text Generation • 15B • Updated • 10 • 1 -
prithivMLmods/Tucana-Opus-14B-r999
Text Generation • 15B • Updated • 11 • 3 -
prithivMLmods/SmolLM2-360M-Grpo-r999
Text Generation • 0.4B • Updated • 80 • 3
Stable Coders
Coding Logic and Creativity !!
Viper-Hybrid-Coder
reasoning+coding
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prithivMLmods/Viper-Coder-Hybrid-v1.3
Text Generation • 15B • Updated • 10 • 9 -
prithivMLmods/Viper-Coder-Hybrid-v1.2
Text Generation • 15B • Updated • 8 • 2 -
prithivMLmods/Viper-Coder-HybridMini-v1.3
Text Generation • 8B • Updated • 49 • 8 -
prithivMLmods/Viper-Coder-v1.7-Vsm6
Text Generation • 15B • Updated • 9 • 6
Image Annotation & Captioning
Trained based on Flux-generated images and their enhanced prompt captioning and annotations in a simple JSON format.
Coder Models Equilibrium 🧑🏻💻
Coder Models
Reasoning is all you need 🌠
The garage for 14B and 7B reasoning models, listed based on benchmarks.
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prithivMLmods/Calcium-Opus-14B-Elite2
Text Generation • 15B • Updated • 9 • 2 -
prithivMLmods/Calcium-Opus-14B-Elite
Text Generation • 15B • Updated • 17 • 4 -
prithivMLmods/Calcium-Opus-14B-Elite2-R1
Text Generation • 15B • Updated • 12 • 7 -
prithivMLmods/Elita-1
Text Generation • 15B • Updated • 13 • 2
Optimus Reasoning
14b, 7b reasoning models
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prithivMLmods/Megatron-Opus-14B-Exp
Text Generation • 15B • Updated • 7 • 3 -
prithivMLmods/Calcium-Opus-14B-Elite2-R1
Text Generation • 15B • Updated • 12 • 7 -
prithivMLmods/Primal-Opus-14B-Optimus-v1
Text Generation • 15B • Updated • 5 • 4 -
prithivMLmods/Megatron-Opus-14B-Stock
Text Generation • 15B • Updated • 9 • 3
Reasoning Exp Domain Models 🧠
Based on Qwen's 2 vL
Opus Elite 💭
Model contention for gradual increments in reasoning-specific model evaluations.
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prithivMLmods/Calcium-Opus-14B-Elite
Text Generation • 15B • Updated • 17 • 4 -
prithivMLmods/Calcium-Opus-14B-Elite2
Text Generation • 15B • Updated • 9 • 2 -
prithivMLmods/Calcium-Opus-14B-Elite3
Text Generation • 15B • Updated • 10 • 2 -
prithivMLmods/Calcium-Opus-14B-Elite4
Text Generation • 15B • Updated • 9 • 3
Express 🚅
Express Tiny LLM's
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prithivMLmods/FastThink-0.5B-Tiny
Text Generation • 0.5B • Updated • 2.37k • • 5 -
prithivMLmods/Llama-Express.1
Text Generation • 1B • Updated • 74 • • 1 -
prithivMLmods/Llama-Express.1-Tiny
Text Generation • 1B • Updated • 63 • • 1 -
prithivMLmods/Llama-Express.1-Math
Text Generation • 1B • Updated • 11 • • 1
QwQ Reasoning 🐤
conversational, instruct, 14b Convos < 350 in OpenLLM Evals
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prithivMLmods/QwQ-LCoT-7B-Instruct
Text Generation • 8B • Updated • 31 • 20 -
prithivMLmods/QwQ-LCoT2-7B-Instruct
Text Generation • 8B • Updated • 12 • 6 -
prithivMLmods/QwQ-LCoT1-Merged
Text Generation • 8B • Updated • 6 • 2 -
prithivMLmods/QwQ-LCoT-14B-Conversational
Text Generation • 15B • Updated • 7 • 4
Calcium-Opus 💬
Opus for chat
Omni Reasoner📒
Multimodality
Blaze.1 🔥
Text Generation, Vision Language, Image Generation
Triangulum Series
Reasoning, Long Chain of Thought, Keyword based problem solve
Vision Language Models
Grounding, chat
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prithivMLmods/Qwen2-VL-OCR-2B-Instruct
Image-Text-to-Text • 2B • Updated • 13.7k • 91 -
prithivMLmods/Qwen2-VL-OCR-2B-Instruct-GGUF
Image-Text-to-Text • 2B • Updated • 2.91k • 3 -
Running on ZeroMCP298298
OCR
🍍nanonets / qwen2vl ocr / rolmocr / aya vision
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Running on ZeroMCP3939
Doc VLMs OCR
📖drex / virex / typhoon / omlocr
Stranger Zone Collections [ Org ]
Artificial general intelligence
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strangerzonehf/Flux-Midjourney-Mix2-LoRA
Text-to-Image • Updated • 4.07k • • 509 -
strangerzonehf/Flux-Super-Realism-LoRA
Text-to-Image • Updated • 7.89k • • 242 -
strangerzonehf/Flux-Midjourney-Mix-LoRA
Text-to-Image • Updated • 148 • • 60 -
strangerzonehf/Flux-Animeo-v1-LoRA
Text-to-Image • Updated • 261 • • 21
SD 3.5 Large LoRA
large, medium, turbo lora
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prithivMLmods/SD3.5-Large-Photorealistic-LoRA
Text-to-Image • Updated • 549 • 59 -
prithivMLmods/SD3.5-Large-Turbo-HyperRealistic-LoRA
Text-to-Image • Updated • 76 • 21 -
prithivMLmods/SD3.5-Large-Minimal-Blacked-LoRA
Text-to-Image • Updated • 58 • 10 -
prithivMLmods/SD3.5-Turbo-Realism-2.0-LoRA
Text-to-Image • Updated • 88 • 11
Collection Zero & Demo ( Recently Updated )
Image Gen - Text -to-Image
SDXL Dev Models
Are just in initial stage sdxl LoRA
SigLIP2 070225, 070125
new exps
Doc VL
drex [doc ], virex [ video (image ++) exp ]
Tron Experimentals
Reasoning and Non-Reasoning
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prithivMLmods/Megatron-Bots-1.7B-Reasoning
Text Generation • 2B • Updated • 38 -
prithivMLmods/Megatron-Bots-1.7B-Reasoning-GGUF
Text Generation • 2B • Updated • 389 -
prithivMLmods/Computron-Bots-1.7B-R1
Text Generation • 2B • Updated • 15 -
prithivMLmods/Computron-Bots-1.7B-R1-GGUF
Text Generation • 2B • Updated • 264
GCIRS Reasoning Qwen
RL~Reward Signal
MoT Experimental Reasoning Traces R1
Mixture-of-Thoughts
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prithivMLmods/Theta-Crucis-0.6B-Turbo1
Text Generation • 0.6B • Updated • 13 -
prithivMLmods/Theta-Crucis-0.6B-Turbo1-GGUF
Text Generation • 0.6B • Updated • 54 -
prithivMLmods/Nenque-MoT-0.6B-Elite14
Text Generation • 0.6B • Updated • 26 -
prithivMLmods/Nenque-MoT-0.6B-Elite14-GGUF
Text Generation • 0.6B • Updated • 56
The Prime X
math, code
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prithivMLmods/Wolf-Rayet-2B-Prime3
Text Generation • 2B • Updated • 6 -
prithivMLmods/BetaCeti-Beta-4B-Prime1
Text Generation • 4B • Updated • 13 • 2 -
prithivMLmods/Omega-Herculis-7B-Prime2
Text Generation • 8B • Updated • 80 • 2 -
prithivMLmods/BetaCeti-Beta-4B-Prime1-GGUF
Text Generation • 4B • Updated • 60
Captioning, OCR
qwen2vl
Disaster Classification Approach Exp
siglip2 base
Galactic (Sombrero) Opus R1
Code, Math, Moderately Abliterated
Open classifiers
image detection
Pet It
There are two means of refuge from the miseries of life: music and cats
OpenSDI Diffusion-Generated Image Classification
spotting diffusion-generated images in realistic, open-world scenarios
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prithivMLmods/OpenSDI-Flux.1-SigLIP2
Image Classification • 0.1B • Updated • 25 • 1 -
prithivMLmods/OpenSDI-SDXL-SigLIP2
Image Classification • 0.1B • Updated • 19 -
prithivMLmods/OpenSDI-SD1.5-SigLIP2
Image Classification • 0.1B • Updated • 33 -
prithivMLmods/OpenSDI-SD2.1-SigLIP2
Image Classification • 0.1B • Updated • 60
Qwen_3 GGUF
Upto Full precision (float32) version
QWQ_Qwen3 R1 LCoT
CoT, LCoT - QwQ / R1 Math
SigLIP2 05102025
Moderation, Balance, Classifiers
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prithivMLmods/Realistic-Gender-Classification
Image Classification • 0.1B • Updated • 908 • • 3 -
prithivMLmods/Realistic-Portrait-Gender-1024px
Viewer • Updated • 3.2k • 198 • 1 -
prithivMLmods/Document-Type-Detection
Image Classification • 0.1B • Updated • 34 -
prithivMLmods/Document-Type-Detection
Viewer • Updated • 12k • 99
Core & DocScope OCR Models
DocVQA, RealWorldQA, MTVQA
Qwen3 Moderate Behavioral Flexibility
moderately abliterated and improved context awareness and moderate behavioral flexibility variant of Qwen3.
General Optimization Problems [ RPO ] for Reasoning !
Robust Policy Optimization (RPO)
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prithivMLmods/Diophantus-14B-R1-Instruct
Text Generation • 15B • Updated • 43 -
prithivMLmods/Belenos-8574-14B-GOP
Text Generation • 15B • Updated • 45 • 1 -
prithivMLmods/Geminorum-Wasat-14B-Instruct
Text Generation • 15B • Updated • 7 -
prithivMLmods/Rapeto-ReDistill-14B-GOP
Text Generation • 15B • Updated • 8
Edge Device LLM - Advanced RL v3
advanced reinforcement learning (RL)
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prithivMLmods/Gamma-Velorum-1.5B-Thinker
Text Generation • 2B • Updated • 8 -
prithivMLmods/Deepthink-1.5B-Open-PRM
Text Generation • 2B • Updated • 9 -
prithivMLmods/Deepthink-1.5B-Open-PRM-Q8_0-GGUF
Text Generation • 2B • Updated • 12 • 3 -
prithivMLmods/TESS-QwenRe-1.5B
Text Generation • 2B • Updated • 47
SigLIP2 Content Filters - Models v.2
Moderation, Balance, Classifiers
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prithivMLmods/Anime-Classification-v1.0
Image Classification • 0.1B • Updated • 452 -
prithivMLmods/Facial-Emotion-Detection-SigLIP2
Image Classification • 0.1B • Updated • 990 • • 5 -
prithivMLmods/IndoorOutdoorNet
Image Classification • 0.1B • Updated • 85 • • 3 -
prithivMLmods/Multilabel-GeoSceneNet
Image Classification • 0.1B • Updated • 30 • • 3
Edge LLM - Advanced RL
advanced reinforcement learning (RL)
Galactic LLM Exp4
Math, Reasoning
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prithivMLmods/CEERS-2112-14B-Instruct
Text Generation • 15B • Updated • 9 -
prithivMLmods/Canum-Venaticorum-14B-B.1
Text Generation • 15B • Updated • 8 -
prithivMLmods/Magellanic-Qwen-14B-R1
Text Generation • 15B • Updated • 34 -
prithivMLmods/Camelopardalis-650-14B-Instruct
Text Generation • 15B • Updated • 45
Fashion Product Full Net Experimentals
Usage, Season, BaseColour, ArticleType, SubCategory, MasterCategory, Gender
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prithivMLmods/Fashion-Product-Gender
Image Classification • 0.1B • Updated • 27 -
prithivMLmods/Fashion-Product-masterCategory
Image Classification • 0.1B • Updated • 20 -
prithivMLmods/Fashion-Product-subCategory
Image Classification • 0.1B • Updated • 19 • 2 -
prithivMLmods/Fashion-Product-articleType
Image Classification • 0.1B • Updated • 27
SigLIP2 Content Filters - Models v.1
Moderation, Balance, Classifiers
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prithivMLmods/Age-Classification-SigLIP2
Image Classification • 0.1B • Updated • 4.94k • • 5 -
prithivMLmods/Mature-Content-Detection
Image Classification • 0.1B • Updated • 63 • • 6 -
prithivMLmods/Mirage-Photo-Classifier
Image Classification • 0.1B • Updated • 19 • 2 -
prithivMLmods/Human-Action-Recognition
Image Classification • 0.1B • Updated • 107 • 3
Multi-Source Experimentals
Domain Specific Classification Models : SigLIP2
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prithivMLmods/Hand-Gesture-2-Robot
Image Classification • 0.1B • Updated • 98 • 1 -
prithivMLmods/Trash-Net
Image Classification • 0.1B • Updated • 174 • 1 -
prithivMLmods/Road-Subsigns-Classification
Image Classification • 0.1B • Updated • 21 • 1 -
prithivMLmods/PussyCat-vs-Doggie-SigLIP2
Image Classification • 0.1B • Updated • 28
Clean / Radio : Mono Voice
Names are randomly assigned to the respective TTS model based on gender, and the generated voice will have a radio and clean essence. [ Llama ]
Raptor X
Raptor X: Advanced UI Coder, Reasoning and General-Purpose Coder, and Math LLM
Galactic Qwen Exp 2
Math, Code, General-Purpose : Multipurpose
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prithivMLmods/Gamma-Corvi-Qwen-14B
Text Generation • 15B • Updated • 7 • 1 -
prithivMLmods/GN-108036-Qwen-14B
Text Generation • 15B • Updated • 24 • 1 -
prithivMLmods/Alpha-UMa-Qwen-14B
Text Generation • 15B • Updated • 14 • 4 -
prithivMLmods/S5-0014-Plus-81-14B-Exp
Text Generation • 15B • Updated • 11 • 2
Image Classification Exp 032025
vit, siglip
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prithivMLmods/Fashion-Mnist-SigLIP2
Image Classification • 0.1B • Updated • 174 • 4 -
prithivMLmods/Alphabet-Sign-Language-Detection
Image Classification • 0.1B • Updated • 980 • • 3 -
prithivMLmods/Traffic-Density-Classification
Image Classification • 0.1B • Updated • 74 • 1 -
prithivMLmods/Dog-Breed-120
Image Classification • 0.1B • Updated • 752
LLM's >=40 Avg [14B]
OpenLLM Leaderboard
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prithivMLmods/Galactic-Qwen-14B-Exp2
Text Generation • 15B • Updated • 1.87k • 8 -
prithivMLmods/Sombrero-Opus-14B-Elite5
Text Generation • 15B • Updated • 15 • 3 -
prithivMLmods/Equuleus-Opus-14B-Exp
Text Generation • 15B • Updated • 18 • 2 -
prithivMLmods/Sombrero-Opus-14B-Elite6
Text Generation • 15B • Updated • 9 • 2
Galactic Qwen 14B's Test
Experimentals
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prithivMLmods/Methuselah-PSR-B1620-26b-14B-Exp
Text Generation • 15B • Updated • 16 • 1 -
prithivMLmods/Galactic-Qwen-14B-Exp2
Text Generation • 15B • Updated • 1.87k • 8 -
prithivMLmods/Volans-Opus-14B-Exp
Text Generation • 15B • Updated • 12 • 2 -
prithivMLmods/Gaea-Opus-14B-Exp
Text Generation • 15B • Updated • 9 • 2
14B Perceived Pattern
Experimentals
Sombrero QwQ Elite
Coding, Mathematical Problem Solving
Midranger Experimentals
14b - 32b experimental ft
Opus + Elite Optimized
general purpose 14b llms
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prithivMLmods/Messier-Opus-14B-Elite7
Text Generation • 15B • Updated • 18 • 2 -
prithivMLmods/Lacerta-Opus-14B-Elite8
Text Generation • 15B • Updated • 12 • 2 -
prithivMLmods/Viper-OneCoder-UIGEN
Text Generation • 15B • Updated • 8 • 3 -
prithivMLmods/Viper-Coder-v1.4
Text Generation • 15B • Updated • 9 • 4
Siglip2 Custom
SiglipForImageClassification
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prithivMLmods/AI-vs-Deepfake-vs-Real-Siglip2
Image Classification • 0.1B • Updated • 558 • 2 -
prithivMLmods/Guard-Against-Unsafe-Content-Siglip2
Image Classification • 0.1B • Updated • 275 • • 6 -
prithivMLmods/Deepfake-Detect-Siglip2
Image Classification • 0.1B • Updated • 190 • 2 -
prithivMLmods/Fire-Detection-Siglip2
Image Classification • 0.1B • Updated • 133 • 4
Deepfake Classification 022025
based on recent dataset
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prithivMLmods/AI-vs-Deepfake-vs-Real
Image Classification • 0.1B • Updated • 526 • 9 -
prithivMLmods/AI-vs-Deepfake-vs-Real-ONNX
Image Classification • Updated • 49 • 1 -
prithivMLmods/AI-vs-Deepfake-vs-Real
Viewer • Updated • 10k • 197 • 6 -
prithivMLmods/Deepfake-Detection-Exp-02-22
Image Classification • 0.1B • Updated • 392 • 4
Purposeful Conversational Models 🚅
providing assistance
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prithivMLmods/Sombrero-Opus-14B-Elite5
Text Generation • 15B • Updated • 15 • 3 -
prithivMLmods/Dinobot-Opus-14B-Exp
Text Generation • 15B • Updated • 13 • 3 -
prithivMLmods/Magellanic-Opus-14B-Exp
Text Generation • 15B • Updated • 3 • 2 -
prithivMLmods/Viper-Coder-v1.1
Text Generation • 15B • Updated • 9 • 8
Deepfake Quality Assess Datasets
Classification of Good and Bad Quality Deepfakes { Datasets }
Deepfake Quality Assessment
Controllable Classification of Good and Bad Quality Deepfakes
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prithivMLmods/Deepfake-QualityAssess-88M
Image Classification • 0.1B • Updated • 62 • 1 -
prithivMLmods/Deepfake-QualityAssess2.0-85M
Image Classification • 0.1B • Updated • 29 • 1 -
prithivMLmods/Deepfake-QualityAssess2.0-85M-ONNX
Image Classification • Updated • 31 • 1 -
prithivMLmods/Deepfake-QualityAssess2.1-85M
Image Classification • 0.1B • Updated • 38 • 1
Bellatrix Tiny 🤏🏻
1.5B, 1B, 0.5B param's
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prithivMLmods/Bellatrix-Tiny-1B-v3
Text Generation • 1B • Updated • 104 • • 3 -
prithivMLmods/Bellatrix-Tiny-1B-v2
Text Generation • 1B • Updated • 29 • • 2 -
prithivMLmods/Bellatrix-Tiny-0.5B
Text Generation • 0.5B • Updated • 11 • • 1 -
prithivMLmods/Bellatrix-Tiny-1B
Text Generation • 1B • Updated • 50 • • 2
Reasoning Saturations🫙
7B, 14B [ Saturation ]
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prithivMLmods/Bellatrix-1.5B-xElite
Text Generation • 2B • Updated • 17 • 3 -
prithivMLmods/Calcium-Opus-14B-Elite-1M
Text Generation • 15B • Updated • 21 • • 4 -
prithivMLmods/COCO-7B-Instruct-1M
Text Generation • 8B • Updated • 17 • 4 -
prithivMLmods/Taurus-Opus-7B
Text Generation • 7B • Updated • 7 • 4
Vision Infer Custom
VLM - Multimodality
Phi-4 Custom FT
phi 4 custom ft [ qwq, lcot, math ]
PyThagorean 🐍
Solve Math with Python
LwQ -Llama 🦙
Llama with Questions for reasoning / long chain of thought
ChemQwen🧪
ChemQwen Based on InChI
GWQ
Open Eval < 500, long chain of thought and keyword based answering, reasoning
Deepthink and Reasoning
Best for Deepthink and Reasoning
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prithivMLmods/Llama-Deepsync-3B
Text Generation • 3B • Updated • 57 • 9 -
prithivMLmods/Deepthink-Reasoning-14B
Text Generation • 15B • Updated • 1.73k • • 4 -
prithivMLmods/Llama-Deepsync-3B-GGUF
Text Generation • 3B • Updated • 192 • 4 -
prithivMLmods/Triangulum-10B
Text Generation • 10B • Updated • 27 • 5
Custom Build Models
Text Generation Cook with it's GGUF
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prithivMLmods/QwQ-LCoT-7B-Instruct
Text Generation • 8B • Updated • 31 • 20 -
prithivMLmods/QwQ-LCoT-7B-Instruct-GGUF
Text Generation • 8B • Updated • 101 • 3 -
prithivMLmods/QwQ-LCoT-3B-Instruct
Text Generation • 3B • Updated • 158 • 5 -
prithivMLmods/QwQ-LCoT-3B-Instruct-GGUF
Text Generation • 3B • Updated • 139 • 7
GPT-Generated Unified Format (GGUF)
ease of reading
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prithivMLmods/Triangulum-10B-GGUF
Text Generation • 10B • Updated • 733 • 2 -
prithivMLmods/Codepy-Deepthink-3B-GGUF
Text Generation • 3B • Updated • 211 • 7 -
prithivMLmods/Marco-o1-GGUF
Text Generation • 8B • Updated • 95 • 6 -
prithivMLmods/Qwen2.5-Coder-14B-Instruct-F16-GGUF
Text Generation • 15B • Updated • 57 • 2
LoRA Space Collections
Flux & Sdxl
Stable Spaces
Only Stable
Flux LoRA Collections
Flux THE LoRA
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strangerzonehf/Flux-Midjourney-Mix2-LoRA
Text-to-Image • Updated • 4.07k • • 509 -
strangerzonehf/Flux-Super-Realism-LoRA
Text-to-Image • Updated • 7.89k • • 242 -
strangerzonehf/Flux-Midjourney-Mix-LoRA
Text-to-Image • Updated • 148 • • 60 -
strangerzonehf/Flux-Animex-v2-LoRA
Text-to-Image • Updated • 203 • • 34
Behemoth Tiny Thought [exp vl]
Chain-of-Thought Reasoning, Detailed Image Captioning
SigLIP2 070225, 070125
new exps
Camel Doc MM
enhances document comprehension capabilities
Doc VL
drex [doc ], virex [ video (image ++) exp ]
VisionScope OCR Experimentals
Based on Qwen2.5 VL, Qwen2 VL
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prithivMLmods/docscopeOCR-7B-050425-exp
Image-Text-to-Text • 8B • Updated • 3.22k • 7 -
prithivMLmods/coreOCR-7B-050325-preview
Image-Text-to-Text • 8B • Updated • 2.41k • 8 -
prithivMLmods/visionOCR-3B-061125
Image-Text-to-Text • 4B • Updated • 297 • 3 -
prithivMLmods/docscopeOCR-7B-050425-exp-GGUF
Image-Text-to-Text • 8B • Updated • 770 • 3
Tron Experimentals
Reasoning and Non-Reasoning
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prithivMLmods/Megatron-Bots-1.7B-Reasoning
Text Generation • 2B • Updated • 38 -
prithivMLmods/Megatron-Bots-1.7B-Reasoning-GGUF
Text Generation • 2B • Updated • 389 -
prithivMLmods/Computron-Bots-1.7B-R1
Text Generation • 2B • Updated • 15 -
prithivMLmods/Computron-Bots-1.7B-R1-GGUF
Text Generation • 2B • Updated • 264
Blitzar Experimentals
coder
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prithivMLmods/Blitzar-Coder-4B-F.1
Text Generation • 4B • Updated • 78 • 3 -
prithivMLmods/Blitzar-Coder-4B-F.1-GGUF
Text Generation • 4B • Updated • 1.37k • 3 -
prithivMLmods/Lambda-Equulei-1.5B-xLingual
Text Generation • 2B • Updated • 38 • 1 -
prithivMLmods/Lambda-Equulei-1.5B-xLingual-GGUF
Text Generation • 2B • Updated • 236
GCIRS Reasoning Qwen
RL~Reward Signal
MoT Supreme
Mixture-of-Thoughts
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prithivMLmods/Lacaille-MoT-4B-Supreme2
Text Generation • 4B • Updated • 70 • 3 -
prithivMLmods/Lacaille-MoT-4B-Supreme2-GGUF
Text Generation • 4B • Updated • 90 -
prithivMLmods/Capricornus-MoT-1.7B-Supreme1
Text Generation • 2B • Updated • 12 -
prithivMLmods/Capricornus-MoT-1.7B-Supreme1-GGUF
Text Generation • 2B • Updated • 81
MoT Experimental Reasoning Traces R1
Mixture-of-Thoughts
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prithivMLmods/Theta-Crucis-0.6B-Turbo1
Text Generation • 0.6B • Updated • 13 -
prithivMLmods/Theta-Crucis-0.6B-Turbo1-GGUF
Text Generation • 0.6B • Updated • 54 -
prithivMLmods/Nenque-MoT-0.6B-Elite14
Text Generation • 0.6B • Updated • 26 -
prithivMLmods/Nenque-MoT-0.6B-Elite14-GGUF
Text Generation • 0.6B • Updated • 56
Open Voice Classification
audio classifiers
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prithivMLmods/Common-Voice-Gender-Detection
Audio Classification • 0.1B • Updated • 1.15k • 2 -
prithivMLmods/Common-Voice-Gender-Detection-ONNX
Audio Classification • Updated • 13 -
prithivMLmods/Speech-Emotion-Classification
Audio Classification • 0.1B • Updated • 162 -
prithivMLmods/Speech-Emotion-Classification-ONNX
Audio Classification • Updated • 66
The Prime X
math, code
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prithivMLmods/Wolf-Rayet-2B-Prime3
Text Generation • 2B • Updated • 6 -
prithivMLmods/BetaCeti-Beta-4B-Prime1
Text Generation • 4B • Updated • 13 • 2 -
prithivMLmods/Omega-Herculis-7B-Prime2
Text Generation • 8B • Updated • 80 • 2 -
prithivMLmods/BetaCeti-Beta-4B-Prime1-GGUF
Text Generation • 4B • Updated • 60
Open Classification 2805
models, datasets
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prithivMLmods/shoe-type-detection
Image Classification • 0.1B • Updated • 28 -
prithivMLmods/facial-age-detection
Image Classification • 0.1B • Updated • 167 • 3 -
prithivMLmods/tooth-agenesis-siglip2
Image Classification • 0.1B • Updated • 23 -
strangerguardhf/Tooth-Agenesis-6_Types
Viewer • Updated • 12.3k • 87
Captioning, OCR
qwen2vl
Edge LLM Variants x2
custom llms
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prithivMLmods/Lynx-TinySync-0.6B
Text Generation • 0.6B • Updated • 12 -
prithivMLmods/Lynx-TinySync-0.6B-GGUF
Text Generation • 0.6B • Updated • 73 -
prithivMLmods/Oganesson-TinyLlama-1.2B
Text Generation • 1B • Updated • 12 • -
prithivMLmods/Oganesson-TinyLlama-1.2B-GGUF
Text Generation • 1B • Updated • 67
Disaster Classification Approach Exp
siglip2 base
Cortex Dual ~ DiMind
(direct, reactive, retrieval-based responses), (reasoning, planning, deeper analysis)
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prithivMLmods/Magpie-Qwen-DiMind-1.7B
Text Generation • 2B • Updated • 17 • 1 -
prithivMLmods/Magpie-Qwen-DiMind-1.7B-GGUF
Text Generation • 2B • Updated • 30 -
prithivMLmods/Magpie-Qwen-CortexDual-0.6B
Text Generation • 0.6B • Updated • 14 • 2 -
prithivMLmods/Magpie-Qwen-CortexDual-0.6B-GGUF
Text Generation • 0.6B • Updated • 96
Galactic (Sombrero) Opus R1
Code, Math, Moderately Abliterated
Qwen_3 Experimental-2
trajectory
Open classifiers
image detection
Explicit Content Filters
vit, siglip2
Pet It
There are two means of refuge from the miseries of life: music and cats
OpenG
Math, Code, Reasoning – Edge Device LLMs
OpenSDI Diffusion-Generated Image Classification
spotting diffusion-generated images in realistic, open-world scenarios
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prithivMLmods/OpenSDI-Flux.1-SigLIP2
Image Classification • 0.1B • Updated • 25 • 1 -
prithivMLmods/OpenSDI-SDXL-SigLIP2
Image Classification • 0.1B • Updated • 19 -
prithivMLmods/OpenSDI-SD1.5-SigLIP2
Image Classification • 0.1B • Updated • 33 -
prithivMLmods/OpenSDI-SD2.1-SigLIP2
Image Classification • 0.1B • Updated • 60
Multiclass Image Classification 05142025
classification net.
Qwen_3 GGUF
Upto Full precision (float32) version
Qwen_3 Experimental
Cot, LCoT - Reasoning
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prithivMLmods/Cetus-Qwen3_4B-GeneralThought
Text Generation • 4B • Updated • 4 • 1 -
prithivMLmods/Cetus-Qwen3_4B-GeneralThought-Q4_K_M-GGUF
Text Generation • 4B • Updated • 5 -
prithivMLmods/Bootes-Qwen3_Coder-Reasoning
Text Generation • 4B • Updated • 1.8k • 3 -
prithivMLmods/Bootes-Qwen3_Coder-Reasoning-Q4_K_M-GGUF
Text Generation • 4B • Updated • 17
QWQ_Qwen3 R1 LCoT
CoT, LCoT - QwQ / R1 Math
QWQ_Qwen3 Fine-Thinking
CoT, LCoT - QwQ Math
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prithivMLmods/Draconis-Qwen3_Math-4B-Preview
Text Generation • 4B • Updated • 18 -
prithivMLmods/Hatshepsut-Qwen3_QWQ-LCoT-4B
Text Generation • 4B • Updated • 7 -
prithivMLmods/Hatshepsut-Qwen3_QWQ-LCoT-4B-Q4_K_M-GGUF
Text Generation • 4B • Updated • 4 -
prithivMLmods/Tureis-Qwen3_QWQ-4B-Exp
Text Generation • 4B • Updated • 8
SigLIP2 05102025
Moderation, Balance, Classifiers
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prithivMLmods/Realistic-Gender-Classification
Image Classification • 0.1B • Updated • 908 • • 3 -
prithivMLmods/Realistic-Portrait-Gender-1024px
Viewer • Updated • 3.2k • 198 • 1 -
prithivMLmods/Document-Type-Detection
Image Classification • 0.1B • Updated • 34 -
prithivMLmods/Document-Type-Detection
Viewer • Updated • 12k • 99
Content Filters SigLIP2/ViT
Moderation, Balance, Classifiers
-
prithivMLmods/Weather-Image-Classification
Image Classification • 0.1B • Updated • 138 -
prithivMLmods/Watermark-Detection-SigLIP2
Image Classification • 0.1B • Updated • 38.3k • • 18 -
prithivMLmods/TurkishFoods-25
Image Classification • 0.1B • Updated • 21 -
prithivMLmods/Marathi-Sign-Language-Detection
Image Classification • 0.1B • Updated • 28
Core & DocScope OCR Models
DocVQA, RealWorldQA, MTVQA
SigLIP2 Content Filters 052025 Patch 1
Moderation, Balance, Classifiers
Qwen3 Moderate Behavioral Flexibility
moderately abliterated and improved context awareness and moderate behavioral flexibility variant of Qwen3.
SigLIP2 Content Filters 042025 Final
Moderation, Balance, Classifiers
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prithivMLmods/RESISC45-SigLIP2
Image Classification • 0.1B • Updated • 26 -
prithivMLmods/PACS-DG-SigLIP2
Image Classification • 0.1B • Updated • 22 -
prithivMLmods/Watermark-Detection-SigLIP2
Image Classification • 0.1B • Updated • 38.3k • • 18 -
prithivMLmods/3D-Printed-Or-Not-SigLIP2
Image Classification • 0.1B • Updated • 23
General Optimization Problems [ RPO ] for Reasoning !
Robust Policy Optimization (RPO)
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prithivMLmods/Diophantus-14B-R1-Instruct
Text Generation • 15B • Updated • 43 -
prithivMLmods/Belenos-8574-14B-GOP
Text Generation • 15B • Updated • 45 • 1 -
prithivMLmods/Geminorum-Wasat-14B-Instruct
Text Generation • 15B • Updated • 7 -
prithivMLmods/Rapeto-ReDistill-14B-GOP
Text Generation • 15B • Updated • 8
Multilabel Image Classification Datasets
classify one or more scene categories
Edge Device LLM - Advanced RL v3
advanced reinforcement learning (RL)
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prithivMLmods/Gamma-Velorum-1.5B-Thinker
Text Generation • 2B • Updated • 8 -
prithivMLmods/Deepthink-1.5B-Open-PRM
Text Generation • 2B • Updated • 9 -
prithivMLmods/Deepthink-1.5B-Open-PRM-Q8_0-GGUF
Text Generation • 2B • Updated • 12 • 3 -
prithivMLmods/TESS-QwenRe-1.5B
Text Generation • 2B • Updated • 47
Edge supervised fine-tuning (SFT)
standard language modeling objective
-
prithivMLmods/Lang-Exster-0.5B-Instruct
Text Generation • 0.5B • Updated • 5 -
prithivMLmods/Lambda-Cancri-1.5B-Exp
Text Generation • 2B • Updated • 5 -
prithivMLmods/Lang-Exster-0.5B-Instruct-ONNX
Text Generation • Updated • 6 -
prithivMLmods/Lang-Exster-0.5B-Instruct-Q8_0-GGUF
Text Generation • 0.5B • Updated • 8
SigLIP2 Content Filters - Models v.2
Moderation, Balance, Classifiers
-
prithivMLmods/Anime-Classification-v1.0
Image Classification • 0.1B • Updated • 452 -
prithivMLmods/Facial-Emotion-Detection-SigLIP2
Image Classification • 0.1B • Updated • 990 • • 5 -
prithivMLmods/IndoorOutdoorNet
Image Classification • 0.1B • Updated • 85 • • 3 -
prithivMLmods/Multilabel-GeoSceneNet
Image Classification • 0.1B • Updated • 30 • • 3
Edge LLM - Advanced RL v2
advanced reinforcement learning (RL)
-
prithivMLmods/Castula-U2-QwenRe-1.5B
Text Generation • 2B • Updated • 9 • 2 -
prithivMLmods/Lang-Exster-0.5B-Instruct
Text Generation • 0.5B • Updated • 5 -
prithivMLmods/Lang-Exster-0.5B-Instruct-Q8_0-GGUF
Text Generation • 0.5B • Updated • 8 -
prithivMLmods/Lang-Exster-0.5B-Instruct-ONNX
Text Generation • Updated • 6
Edge LLM - Advanced RL
advanced reinforcement learning (RL)
Mini Galactic Qwen X RL - Edge Device Models
Coder, Math. [ Reinforcement learning ]
Galactic LLM Exp4
Math, Reasoning
-
prithivMLmods/CEERS-2112-14B-Instruct
Text Generation • 15B • Updated • 9 -
prithivMLmods/Canum-Venaticorum-14B-B.1
Text Generation • 15B • Updated • 8 -
prithivMLmods/Magellanic-Qwen-14B-R1
Text Generation • 15B • Updated • 34 -
prithivMLmods/Camelopardalis-650-14B-Instruct
Text Generation • 15B • Updated • 45
Y.2 Galactic Qwen
Y.2 for Coding and Math
Fashion Product Full Net Experimentals
Usage, Season, BaseColour, ArticleType, SubCategory, MasterCategory, Gender
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prithivMLmods/Fashion-Product-Gender
Image Classification • 0.1B • Updated • 27 -
prithivMLmods/Fashion-Product-masterCategory
Image Classification • 0.1B • Updated • 20 -
prithivMLmods/Fashion-Product-subCategory
Image Classification • 0.1B • Updated • 19 • 2 -
prithivMLmods/Fashion-Product-articleType
Image Classification • 0.1B • Updated • 27
Galactic LLM Exp 3
Math, Code, General-Purpose
SigLIP2 Content Filters - Models v.1
Moderation, Balance, Classifiers
-
prithivMLmods/Age-Classification-SigLIP2
Image Classification • 0.1B • Updated • 4.94k • • 5 -
prithivMLmods/Mature-Content-Detection
Image Classification • 0.1B • Updated • 63 • • 6 -
prithivMLmods/Mirage-Photo-Classifier
Image Classification • 0.1B • Updated • 19 • 2 -
prithivMLmods/Human-Action-Recognition
Image Classification • 0.1B • Updated • 107 • 3
SigLIP2 Content Filters - Datasets
Moderation, Balance, Classifiers
Multi-Source Experimentals
Domain Specific Classification Models : SigLIP2
-
prithivMLmods/Hand-Gesture-2-Robot
Image Classification • 0.1B • Updated • 98 • 1 -
prithivMLmods/Trash-Net
Image Classification • 0.1B • Updated • 174 • 1 -
prithivMLmods/Road-Subsigns-Classification
Image Classification • 0.1B • Updated • 21 • 1 -
prithivMLmods/PussyCat-vs-Doggie-SigLIP2
Image Classification • 0.1B • Updated • 28
Messy OCR's - VL 2B
Qwen2 VL
-
prithivMLmods/Callisto-OCR3-2B-Instruct
Image-Text-to-Text • 2B • Updated • 426 • 5 -
Running on ZeroMCP3939
Doc VLMs OCR
📖drex / virex / typhoon / omlocr
-
prithivMLmods/Qwen2-VL-OCR-2B-Instruct
Image-Text-to-Text • 2B • Updated • 13.7k • 91 -
prithivMLmods/Qwen2-VL-OCR-2B-Instruct-GGUF
Image-Text-to-Text • 2B • Updated • 2.91k • 3
Clean / Radio : Mono Voice
Names are randomly assigned to the respective TTS model based on gender, and the generated voice will have a radio and clean essence. [ Llama ]
SigLIP2 042025
Age, Gender, Race and More ..
-
prithivMLmods/Age-Classification-SigLIP2
Image Classification • 0.1B • Updated • 4.94k • • 5 -
prithivMLmods/Gender-Classifier-Mini
Image Classification • 0.1B • Updated • 2.31k • 2 -
prithivMLmods/Rice-Leaf-Disease
Image Classification • 0.1B • Updated • 35 -
prithivMLmods/Indian-Western-Food-34
Image Classification • 0.1B • Updated • 404
Raptor X
Raptor X: Advanced UI Coder, Reasoning and General-Purpose Coder, and Math LLM
DomainNet 0324
Multi-Source Domain Adaptation : Infograph, Quickdraw, Real, Sketch, Fashion
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prithivMLmods/Painting-126-DomainNet
Image Classification • 0.1B • Updated • 29 -
prithivMLmods/Sketch-126-DomainNet
Image Classification • 0.1B • Updated • 25 -
prithivMLmods/Clipart-126-DomainNet
Image Classification • 0.1B • Updated • 22 -
prithivMLmods/Multisource-121-DomainNet
Image Classification • 0.1B • Updated • 30
Galactic Qwen Exp 2
Math, Code, General-Purpose : Multipurpose
-
prithivMLmods/Gamma-Corvi-Qwen-14B
Text Generation • 15B • Updated • 7 • 1 -
prithivMLmods/GN-108036-Qwen-14B
Text Generation • 15B • Updated • 24 • 1 -
prithivMLmods/Alpha-UMa-Qwen-14B
Text Generation • 15B • Updated • 14 • 4 -
prithivMLmods/S5-0014-Plus-81-14B-Exp
Text Generation • 15B • Updated • 11 • 2
Galactic Qwen Exp
Math, Code, General-Purpose
Image Classification Exp 032025
vit, siglip
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prithivMLmods/Fashion-Mnist-SigLIP2
Image Classification • 0.1B • Updated • 174 • 4 -
prithivMLmods/Alphabet-Sign-Language-Detection
Image Classification • 0.1B • Updated • 980 • • 3 -
prithivMLmods/Traffic-Density-Classification
Image Classification • 0.1B • Updated • 74 • 1 -
prithivMLmods/Dog-Breed-120
Image Classification • 0.1B • Updated • 752
Abliterated Edge Device LLM's
0.5B - 1B - 3B
-
prithivMLmods/Bellatrix-Tiny-1B-v3-abliterated
Text Generation • 1B • Updated • 11 • • 1 -
prithivMLmods/Bellatrix-Tiny-1B-v2-abliterated
Text Generation • 1B • Updated • 14 • -
prithivMLmods/Bellatrix-Tiny-1B-R1-abliterated
Text Generation • 1B • Updated • 15 • -
prithivMLmods/Bellatrix-Tiny-3B-R1-abliterated
Text Generation • 3B • Updated • 15
LLM's >=40 Avg [14B]
OpenLLM Leaderboard
-
prithivMLmods/Galactic-Qwen-14B-Exp2
Text Generation • 15B • Updated • 1.87k • 8 -
prithivMLmods/Sombrero-Opus-14B-Elite5
Text Generation • 15B • Updated • 15 • 3 -
prithivMLmods/Equuleus-Opus-14B-Exp
Text Generation • 15B • Updated • 18 • 2 -
prithivMLmods/Sombrero-Opus-14B-Elite6
Text Generation • 15B • Updated • 9 • 2
Math Sage
Mathematical Models, <=58 Avg
Galactic Qwen 14B's Test
Experimentals
-
prithivMLmods/Methuselah-PSR-B1620-26b-14B-Exp
Text Generation • 15B • Updated • 16 • 1 -
prithivMLmods/Galactic-Qwen-14B-Exp2
Text Generation • 15B • Updated • 1.87k • 8 -
prithivMLmods/Volans-Opus-14B-Exp
Text Generation • 15B • Updated • 12 • 2 -
prithivMLmods/Gaea-Opus-14B-Exp
Text Generation • 15B • Updated • 9 • 2
Full-entry fine-tuning of SigLIP2
Test finetune
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prithivMLmods/Deepfake-Quality-Classifier-SigLIP2
Image Classification • 0.1B • Updated • 27 • 1 -
prithivMLmods/Gym-Workout-Classifier-SigLIP2
Image Classification • 0.1B • Updated • 64 • 4 -
prithivMLmods/Facial-Emotion-Detection-SigLIP2
Image Classification • 0.1B • Updated • 990 • • 5 -
prithivMLmods/Deepfake-Quality-Classifier2-SigLIP2
Image Classification • 0.1B • Updated • 70 • 2
14B Perceived Pattern
Experimentals
Multimodal Implementations
demo
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Running on ZeroMCP208208
core OCR
🥪glm-4.1v-9b-thinking / core ocr / docscope ocr / monkey ocr
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Running on ZeroMCP100100
VisionScope-R2
🔍behemoth-3b / skycaptioner /spacethinker / spaceom / coreocr
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Running on ZeroMCP298298
OCR
🍍nanonets / qwen2vl ocr / rolmocr / aya vision
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Running on ZeroMCP110110
OCR2
💻nanonets / monkey ocr / smoldocling / typhoon ocr
Sombrero QwQ Elite
Coding, Mathematical Problem Solving
Sombrero SM
StreamlinedMemory
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prithivMLmods/Sombrero-Opus-14B-Sm1
Text Generation • 15B • Updated • 12 • 2 -
prithivMLmods/Sombrero-Opus-14B-Sm2
Text Generation • 15B • Updated • 11 • 2 -
prithivMLmods/Sombrero-Opus-14B-Sm3
Text Generation • 15B • Updated • 6 • 1 -
prithivMLmods/Sombrero-Opus-14B-Sm4
Text Generation • 15B • Updated • 11 • 3
Midranger Experimentals
14b - 32b experimental ft
r999
general purpose r999 multilingual LLMs
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prithivMLmods/Eridanus-Opus-14B-r999
Text Generation • 15B • Updated • 6 • 3 -
prithivMLmods/Berenices-Opus-14B-r999
Text Generation • 15B • Updated • 10 • 1 -
prithivMLmods/Tucana-Opus-14B-r999
Text Generation • 15B • Updated • 11 • 3 -
prithivMLmods/SmolLM2-360M-Grpo-r999
Text Generation • 0.4B • Updated • 80 • 3
Opus + Elite Optimized
general purpose 14b llms
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prithivMLmods/Messier-Opus-14B-Elite7
Text Generation • 15B • Updated • 18 • 2 -
prithivMLmods/Lacerta-Opus-14B-Elite8
Text Generation • 15B • Updated • 12 • 2 -
prithivMLmods/Viper-OneCoder-UIGEN
Text Generation • 15B • Updated • 8 • 3 -
prithivMLmods/Viper-Coder-v1.4
Text Generation • 15B • Updated • 9 • 4
Stable Coders
Coding Logic and Creativity !!
Siglip2 Custom
SiglipForImageClassification
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prithivMLmods/AI-vs-Deepfake-vs-Real-Siglip2
Image Classification • 0.1B • Updated • 558 • 2 -
prithivMLmods/Guard-Against-Unsafe-Content-Siglip2
Image Classification • 0.1B • Updated • 275 • • 6 -
prithivMLmods/Deepfake-Detect-Siglip2
Image Classification • 0.1B • Updated • 190 • 2 -
prithivMLmods/Fire-Detection-Siglip2
Image Classification • 0.1B • Updated • 133 • 4
Viper-Hybrid-Coder
reasoning+coding
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prithivMLmods/Viper-Coder-Hybrid-v1.3
Text Generation • 15B • Updated • 10 • 9 -
prithivMLmods/Viper-Coder-Hybrid-v1.2
Text Generation • 15B • Updated • 8 • 2 -
prithivMLmods/Viper-Coder-HybridMini-v1.3
Text Generation • 8B • Updated • 49 • 8 -
prithivMLmods/Viper-Coder-v1.7-Vsm6
Text Generation • 15B • Updated • 9 • 6
Deepfake Classification 022025
based on recent dataset
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prithivMLmods/AI-vs-Deepfake-vs-Real
Image Classification • 0.1B • Updated • 526 • 9 -
prithivMLmods/AI-vs-Deepfake-vs-Real-ONNX
Image Classification • Updated • 49 • 1 -
prithivMLmods/AI-vs-Deepfake-vs-Real
Viewer • Updated • 10k • 197 • 6 -
prithivMLmods/Deepfake-Detection-Exp-02-22
Image Classification • 0.1B • Updated • 392 • 4
Image Annotation & Captioning
Trained based on Flux-generated images and their enhanced prompt captioning and annotations in a simple JSON format.
Purposeful Conversational Models 🚅
providing assistance
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prithivMLmods/Sombrero-Opus-14B-Elite5
Text Generation • 15B • Updated • 15 • 3 -
prithivMLmods/Dinobot-Opus-14B-Exp
Text Generation • 15B • Updated • 13 • 3 -
prithivMLmods/Magellanic-Opus-14B-Exp
Text Generation • 15B • Updated • 3 • 2 -
prithivMLmods/Viper-Coder-v1.1
Text Generation • 15B • Updated • 9 • 8
Coder Models Equilibrium 🧑🏻💻
Coder Models
Deepfake Quality Assess Datasets
Classification of Good and Bad Quality Deepfakes { Datasets }
Reasoning is all you need 🌠
The garage for 14B and 7B reasoning models, listed based on benchmarks.
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prithivMLmods/Calcium-Opus-14B-Elite2
Text Generation • 15B • Updated • 9 • 2 -
prithivMLmods/Calcium-Opus-14B-Elite
Text Generation • 15B • Updated • 17 • 4 -
prithivMLmods/Calcium-Opus-14B-Elite2-R1
Text Generation • 15B • Updated • 12 • 7 -
prithivMLmods/Elita-1
Text Generation • 15B • Updated • 13 • 2
Deepfake Quality Assessment
Controllable Classification of Good and Bad Quality Deepfakes
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prithivMLmods/Deepfake-QualityAssess-88M
Image Classification • 0.1B • Updated • 62 • 1 -
prithivMLmods/Deepfake-QualityAssess2.0-85M
Image Classification • 0.1B • Updated • 29 • 1 -
prithivMLmods/Deepfake-QualityAssess2.0-85M-ONNX
Image Classification • Updated • 31 • 1 -
prithivMLmods/Deepfake-QualityAssess2.1-85M
Image Classification • 0.1B • Updated • 38 • 1
Optimus Reasoning
14b, 7b reasoning models
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prithivMLmods/Megatron-Opus-14B-Exp
Text Generation • 15B • Updated • 7 • 3 -
prithivMLmods/Calcium-Opus-14B-Elite2-R1
Text Generation • 15B • Updated • 12 • 7 -
prithivMLmods/Primal-Opus-14B-Optimus-v1
Text Generation • 15B • Updated • 5 • 4 -
prithivMLmods/Megatron-Opus-14B-Stock
Text Generation • 15B • Updated • 9 • 3
Bellatrix Tiny 🤏🏻
1.5B, 1B, 0.5B param's
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prithivMLmods/Bellatrix-Tiny-1B-v3
Text Generation • 1B • Updated • 104 • • 3 -
prithivMLmods/Bellatrix-Tiny-1B-v2
Text Generation • 1B • Updated • 29 • • 2 -
prithivMLmods/Bellatrix-Tiny-0.5B
Text Generation • 0.5B • Updated • 11 • • 1 -
prithivMLmods/Bellatrix-Tiny-1B
Text Generation • 1B • Updated • 50 • • 2
Reasoning Exp Domain Models 🧠
Based on Qwen's 2 vL
Reasoning Saturations🫙
7B, 14B [ Saturation ]
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prithivMLmods/Bellatrix-1.5B-xElite
Text Generation • 2B • Updated • 17 • 3 -
prithivMLmods/Calcium-Opus-14B-Elite-1M
Text Generation • 15B • Updated • 21 • • 4 -
prithivMLmods/COCO-7B-Instruct-1M
Text Generation • 8B • Updated • 17 • 4 -
prithivMLmods/Taurus-Opus-7B
Text Generation • 7B • Updated • 7 • 4
Opus Elite 💭
Model contention for gradual increments in reasoning-specific model evaluations.
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prithivMLmods/Calcium-Opus-14B-Elite
Text Generation • 15B • Updated • 17 • 4 -
prithivMLmods/Calcium-Opus-14B-Elite2
Text Generation • 15B • Updated • 9 • 2 -
prithivMLmods/Calcium-Opus-14B-Elite3
Text Generation • 15B • Updated • 10 • 2 -
prithivMLmods/Calcium-Opus-14B-Elite4
Text Generation • 15B • Updated • 9 • 3
Vision Infer Custom
VLM - Multimodality
Express 🚅
Express Tiny LLM's
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prithivMLmods/FastThink-0.5B-Tiny
Text Generation • 0.5B • Updated • 2.37k • • 5 -
prithivMLmods/Llama-Express.1
Text Generation • 1B • Updated • 74 • • 1 -
prithivMLmods/Llama-Express.1-Tiny
Text Generation • 1B • Updated • 63 • • 1 -
prithivMLmods/Llama-Express.1-Math
Text Generation • 1B • Updated • 11 • • 1
Phi-4 Custom FT
phi 4 custom ft [ qwq, lcot, math ]
QwQ Reasoning 🐤
conversational, instruct, 14b Convos < 350 in OpenLLM Evals
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prithivMLmods/QwQ-LCoT-7B-Instruct
Text Generation • 8B • Updated • 31 • 20 -
prithivMLmods/QwQ-LCoT2-7B-Instruct
Text Generation • 8B • Updated • 12 • 6 -
prithivMLmods/QwQ-LCoT1-Merged
Text Generation • 8B • Updated • 6 • 2 -
prithivMLmods/QwQ-LCoT-14B-Conversational
Text Generation • 15B • Updated • 7 • 4
PyThagorean 🐍
Solve Math with Python
Calcium-Opus 💬
Opus for chat
LwQ -Llama 🦙
Llama with Questions for reasoning / long chain of thought
Omni Reasoner📒
Multimodality
ChemQwen🧪
ChemQwen Based on InChI
Blaze.1 🔥
Text Generation, Vision Language, Image Generation
GWQ
Open Eval < 500, long chain of thought and keyword based answering, reasoning
Triangulum Series
Reasoning, Long Chain of Thought, Keyword based problem solve
Deepthink and Reasoning
Best for Deepthink and Reasoning
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prithivMLmods/Llama-Deepsync-3B
Text Generation • 3B • Updated • 57 • 9 -
prithivMLmods/Deepthink-Reasoning-14B
Text Generation • 15B • Updated • 1.73k • • 4 -
prithivMLmods/Llama-Deepsync-3B-GGUF
Text Generation • 3B • Updated • 192 • 4 -
prithivMLmods/Triangulum-10B
Text Generation • 10B • Updated • 27 • 5
Vision Language Models
Grounding, chat
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prithivMLmods/Qwen2-VL-OCR-2B-Instruct
Image-Text-to-Text • 2B • Updated • 13.7k • 91 -
prithivMLmods/Qwen2-VL-OCR-2B-Instruct-GGUF
Image-Text-to-Text • 2B • Updated • 2.91k • 3 -
Running on ZeroMCP298298
OCR
🍍nanonets / qwen2vl ocr / rolmocr / aya vision
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Running on ZeroMCP3939
Doc VLMs OCR
📖drex / virex / typhoon / omlocr
Custom Build Models
Text Generation Cook with it's GGUF
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prithivMLmods/QwQ-LCoT-7B-Instruct
Text Generation • 8B • Updated • 31 • 20 -
prithivMLmods/QwQ-LCoT-7B-Instruct-GGUF
Text Generation • 8B • Updated • 101 • 3 -
prithivMLmods/QwQ-LCoT-3B-Instruct
Text Generation • 3B • Updated • 158 • 5 -
prithivMLmods/QwQ-LCoT-3B-Instruct-GGUF
Text Generation • 3B • Updated • 139 • 7
Stranger Zone Collections [ Org ]
Artificial general intelligence
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strangerzonehf/Flux-Midjourney-Mix2-LoRA
Text-to-Image • Updated • 4.07k • • 509 -
strangerzonehf/Flux-Super-Realism-LoRA
Text-to-Image • Updated • 7.89k • • 242 -
strangerzonehf/Flux-Midjourney-Mix-LoRA
Text-to-Image • Updated • 148 • • 60 -
strangerzonehf/Flux-Animeo-v1-LoRA
Text-to-Image • Updated • 261 • • 21
GPT-Generated Unified Format (GGUF)
ease of reading
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prithivMLmods/Triangulum-10B-GGUF
Text Generation • 10B • Updated • 733 • 2 -
prithivMLmods/Codepy-Deepthink-3B-GGUF
Text Generation • 3B • Updated • 211 • 7 -
prithivMLmods/Marco-o1-GGUF
Text Generation • 8B • Updated • 95 • 6 -
prithivMLmods/Qwen2.5-Coder-14B-Instruct-F16-GGUF
Text Generation • 15B • Updated • 57 • 2
SD 3.5 Large LoRA
large, medium, turbo lora
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prithivMLmods/SD3.5-Large-Photorealistic-LoRA
Text-to-Image • Updated • 549 • 59 -
prithivMLmods/SD3.5-Large-Turbo-HyperRealistic-LoRA
Text-to-Image • Updated • 76 • 21 -
prithivMLmods/SD3.5-Large-Minimal-Blacked-LoRA
Text-to-Image • Updated • 58 • 10 -
prithivMLmods/SD3.5-Turbo-Realism-2.0-LoRA
Text-to-Image • Updated • 88 • 11
LoRA Space Collections
Flux & Sdxl
Collection Zero & Demo ( Recently Updated )
Image Gen - Text -to-Image
Stable Spaces
Only Stable
SDXL Dev Models
Are just in initial stage sdxl LoRA
Flux LoRA Collections
Flux THE LoRA
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strangerzonehf/Flux-Midjourney-Mix2-LoRA
Text-to-Image • Updated • 4.07k • • 509 -
strangerzonehf/Flux-Super-Realism-LoRA
Text-to-Image • Updated • 7.89k • • 242 -
strangerzonehf/Flux-Midjourney-Mix-LoRA
Text-to-Image • Updated • 148 • • 60 -
strangerzonehf/Flux-Animex-v2-LoRA
Text-to-Image • Updated • 203 • • 34