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Ud 14B by ehristoforu

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Ud 14B is an open-source language model by ehristoforu. Features: 32b LLM, VRAM: 95.4GB, Context: 128K, Merged, LLM Explorer Score: 0.22.

  Merged Model   Arxiv:2306.01708   Base model:qwen/qwen2.5-32b Base model:qwen/qwq-32b-previe... Base model:unsloth/deepseek-r1...   Conversational   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ehristoforu/ud-14b 

Ud 14B Benchmarks

MMLU Pro: 15.72
MUSR: 13.93
BBH: 6.3
IFEval: 42.35 vs 88 (so35)-51.9%
MATH Lvl 5: 19.03
LLME Score: 0.22273
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ud 14B (ehristoforu/ud-14b)
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Ud 14B Parameters and Internals

LLM NameUd 14B
Repository 🤗https://huggingface.co/ehristoforu/ud-14b 
Base Model(s)  Qwen/Qwen2.5-32B   QwQ 32B Preview   DeepSeek R1 Distill Qwen 32B   Qwen/Qwen2.5-32B   Qwen/QwQ-32B-Preview   unsloth/DeepSeek-R1-Distill-Qwen-32B
Merged ModelYes
Model Size32b
Required VRAM95.4 GB
Updated2026-03-03
Maintainerehristoforu
Model Typeqwen2
Model Files  4.9 GB: 1-of-6   5.0 GB: 1-of-14   5.0 GB: 2-of-6   4.9 GB: 2-of-14   5.0 GB: 3-of-6   4.9 GB: 3-of-14   5.0 GB: 4-of-6   4.9 GB: 4-of-14   5.0 GB: 5-of-6   4.9 GB: 5-of-14   4.8 GB: 6-of-6   4.9 GB: 6-of-14   4.9 GB: 7-of-14   4.9 GB: 8-of-14   4.9 GB: 9-of-14   4.9 GB: 10-of-14   4.9 GB: 11-of-14   4.9 GB: 12-of-14   4.9 GB: 13-of-14   1.9 GB: 14-of-14
Model ArchitectureQwen2ForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.48.1
Tokenizer ClassLlamaTokenizer
Padding Token<|vision_pad|>
Vocabulary Size151665
Torch Data Typefloat16

Best Alternatives to Ud 14B

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Context / RAM
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Openbuddy Qwq 32B V24.2 200K195K / 65.8 GB123
Openbuddy Qwq 32B V24.1 200K195K / 65.8 GB63
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...y Qwen2.5coder 32B V24.1q 200K195K / 65.8 GB82
DeepSeek R1 Distill Qwen 32B128K / 65.7 GB9533461526
Qwen2.5 32B128K / 65.5 GB239028174
Baichuan M2 32B128K / 65.8 GB155492119
K2 Think128K / 65.8 GB3935360
OpenReasoning Nemotron 32B128K / 65.8 GB112273121
RomboUltima 32B128K / 20.7 GB196
Note: green Score (e.g. "73.2") means that the model is better than ehristoforu/ud-14b.

Rank the Ud 14B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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