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Ultracore Instruct 12BV2 by pot99rta

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Ultracore Instruct 12BV2 is an open-source language model by pot99rta. Features: 12b LLM, VRAM: 24.5GB, Context: 1000K, Instruction-Based, Merged, LLM Explorer Score: 0.19.

  Merged Model   Arxiv:2403.19522 Base model:dampfinchen/ultra-i... Base model:dreadpoor/irix-12b-... Base model:redrix/patricide-12...   Conversational   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/pot99rta/Ultracore-Instruct-12BV2 

Ultracore Instruct 12BV2 Benchmarks

LLME Score: 0.19465
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ultracore Instruct 12BV2 (pot99rta/Ultracore-Instruct-12BV2)

Ultracore Instruct 12BV2 Parameters and Internals

LLM NameUltracore Instruct 12BV2
Repository 🤗https://huggingface.co/pot99rta/Ultracore-Instruct-12BV2 
Base Model(s)  Lilithcore V2 Test   Patricide 12B Unslop Mell V2   Ultra Instruct 12B   Irix 12B Model Stock   DoppelReflEx/Lilithcore-v2-test   redrix/patricide-12B-Unslop-Mell-v2   Dampfinchen/Ultra-Instruct-12B   DreadPoor/Irix-12B-Model_Stock
Merged ModelYes
Model Size12b
Required VRAM24.5 GB
Updated2026-07-12
Maintainerpot99rta
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   4.9 GB: 5-of-5
Model ArchitectureMistralForCausalLM
Context Length1024000
Model Max Length1024000
Transformers Version4.53.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size131075
Torch Data Typebfloat16

Best Alternatives to Ultracore Instruct 12BV2

Best Alternatives
Context / RAM
Downloads
Likes
...r Nemo 12B Instruct R 21 09 241000K / 24.5 GB398920141
Qliphoth 12B V1.11000K / 24.5 GB223
Qliphoth 12B V11000K / 24.5 GB262
SauerkrautLM Nemo 12B Instruct1000K / 24.5 GB160022
Magnum V4 12B1000K / 24.5 GB120153
MN Slush1000K / 24.5 GB18132
ChatWaifu V1.41000K / 24.5 GB33520
Impish Nemo 12B1000K / 24.5 GB35584
ChatWaifu 12B V2.01000K / 24.5 GB17522
Mistral Nemo Bophades 12B1000K / 24.5 GB189
Note: green Score (e.g. "73.2") means that the model is better than pot99rta/Ultracore-Instruct-12BV2.

Rank the Ultracore Instruct 12BV2 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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