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Ultiima 72B by Sakalti

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  Merged Model   Arxiv:2306.01708   Ar   Autotrain compatible   Base model:qwen/qwen2.5-72b Base model:qwen/qwen2.5-72b-in...   Bn   Ceb   Conversational   Cs   De   En   Endpoints compatible   Es   Fa   Fr   He   Hi   Id   It   Ja   Km   Ko   Lo   Model-index   Ms   My   Nl   Pl   Pt   Qwen2   Region:us   Ru   Safetensors   Sharded   Tensorflow   Th   Tl   Tr   Ur   Vi   Zh
Model Card on HF 🤗: https://huggingface.co/Sakalti/ultiima-72B 

Ultiima 72B Benchmarks

MMLU Pro: 54.51
GPQA: 21.92
MUSR: 18.12
BBH: 61.1
IFEval: 71.4 vs 88 (so35)-18.9%
MATH Lvl 5: 53.55
LLME Score: 0.36407
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Ultiima 72B Parameters and Internals

LLM NameUltiima 72B
Repository 🤗https://huggingface.co/Sakalti/ultiima-72B 
Base Model(s)  Qwen/Qwen2.5-72B-Instruct   Qwen/Qwen2.5-72B   Qwen/Qwen2.5-72B-Instruct   Qwen/Qwen2.5-72B
Merged ModelYes
Model Size72b
Required VRAM146.1 GB
Updated2025-06-09
MaintainerSakalti
Model Typeqwen2
Model Files  5.0 GB: 1-of-31   5.0 GB: 2-of-31   4.8 GB: 3-of-31   4.8 GB: 4-of-31   4.8 GB: 5-of-31   5.0 GB: 6-of-31   4.8 GB: 7-of-31   4.8 GB: 8-of-31   4.8 GB: 9-of-31   5.0 GB: 10-of-31   4.8 GB: 11-of-31   4.8 GB: 12-of-31   4.8 GB: 13-of-31   5.0 GB: 14-of-31   4.8 GB: 15-of-31   4.8 GB: 16-of-31   4.8 GB: 17-of-31   5.0 GB: 18-of-31   4.8 GB: 19-of-31   4.8 GB: 20-of-31   4.8 GB: 21-of-31   5.0 GB: 22-of-31   4.8 GB: 23-of-31   4.8 GB: 24-of-31   4.8 GB: 25-of-31   5.0 GB: 26-of-31   4.8 GB: 27-of-31   4.8 GB: 28-of-31   4.8 GB: 29-of-31   5.0 GB: 30-of-31   0.3 GB: 31-of-31
Supported Languagesen zh fr es pt de it ru ja ko vi th ar fa he tr cs pl hi bn ur id ms lo my km tl nl
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length131072
Model Max Length131072
Transformers Version4.46.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typefloat16
Errorsreplace
Ultiima 72B (Sakalti/ultiima-72B)

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Context / RAM
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Qwen2.5 72B128K / 145.5 GB2565269
AceInstruct 72B128K / 146 GB70317
Homer V1.0 Qwen2.5 72B128K / 146.1 GB476
Ultiima 72B V1.5128K / 146.1 GB130
EVA Qwen2.5 72B V0.2128K / 146 GB6919
Qwen2 72B128K / 145.5 GB8635201
...n2.5 72B 2x Instruct TIES V1.0128K / 146.1 GB141
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Tess V2.5.2 Qwen2 72B128K / 146 GB5311
Note: green Score (e.g. "73.2") means that the model is better than Sakalti/ultiima-72B.

Rank the Ultiima 72B 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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