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Ultiima 72B V1.5 by Sakalti

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  Merged Model   Arxiv:2306.01708   Autotrain compatible Base model:newsbang/homer-v1.0...   Base model:sakalti/ultiima-72b   Base model:shuttleai/shuttle-3   Conversational   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Sakalti/ultiima-72B-v1.5 

Ultiima 72B V1.5 Benchmarks

MMLU Pro: 56.15
GPQA: 21.81
MUSR: 18.54
BBH: 63.44
IFEval: 65.5 vs 88 (so35)-25.6%
MATH Lvl 5: 43.81
LLME Score: 0.39266
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ultiima 72B V1.5 (Sakalti/ultiima-72B-v1.5)

Ultiima 72B V1.5 Parameters and Internals

LLM NameUltiima 72B V1.5
Repository 🤗https://huggingface.co/Sakalti/ultiima-72B-v1.5 
Base Model(s)  Ultiima 72B   Shuttle 3   newsbang/Homer-v1.0-Qwen2.5-72B   Sakalti/ultiima-72B   shuttleai/shuttle-3   newsbang/Homer-v1.0-Qwen2.5-72B
Merged ModelYes
Model Size72b
Required VRAM146.1 GB
Updated2025-02-03
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
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length131072
Model Max Length131072
Transformers Version4.46.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typefloat16
Errorsreplace

Best Alternatives to Ultiima 72B V1.5

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Context / RAM
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Ultiima 72B128K / 146.1 GB14311
Qwen2.5 72B128K / 145.5 GB2915557
EVA Qwen2.5 72B V0.2128K / 146 GB282014
Homer V1.0 Qwen2.5 72B128K / 146.1 GB1946
Qwen2 72B128K / 145.5 GB16588195
AceInstruct 72B128K / 146 GB5911
Dolphin 2.9.2 Qwen2 72B128K / 146 GB9113150
Calme 2.3 Qwen2 72B128K / 146 GB27302
Tess V2.5.2 Qwen2 72B128K / 146 GB383911
...n2.5 72B 2x Instruct TIES V1.0128K / 146.1 GB50
Note: green Score (e.g. "73.2") means that the model is better than Sakalti/ultiima-72B-v1.5.

Rank the Ultiima 72B V1.5 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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Release v20241227
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