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BigQwen2.5 52B Instruct by mlabonne

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  Merged Model   Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-32b-in...   Conversational   En   Endpoints compatible   Instruct   Model-index   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlabonne/BigQwen2.5-52B-Instruct 

BigQwen2.5 52B Instruct Benchmarks

MMLU Pro: 50.22
GPQA: 6.94
MUSR: 10.45
BBH: 59.81
IFEval: 79.29 vs 88 (so35)-9.9%
MATH Lvl 5: 18.66
LLME Score: 0.34526
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
BigQwen2.5 52B Instruct (mlabonne/BigQwen2.5-52B-Instruct)

BigQwen2.5 52B Instruct Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
creative writing
Additional Notes 
This is a self-merged model, use at your own risk.
Supported Languages 
en (proficient)
Training Details 
Methodology:
self-merge with MergeKit
Context Length:
131072
LLM NameBigQwen2.5 52B Instruct
Repository 🤗https://huggingface.co/mlabonne/BigQwen2.5-52B-Instruct 
Base Model(s)  Qwen/Qwen2.5-32B-Instruct   Qwen/Qwen2.5-32B-Instruct
Merged ModelYes
Model Size32b
Required VRAM105 GB
Updated2024-12-21
Maintainermlabonne
Model Typeqwen2
Instruction-BasedYes
Model Files  5.0 GB: 1-of-22   4.9 GB: 2-of-22   5.0 GB: 3-of-22   4.8 GB: 4-of-22   5.0 GB: 5-of-22   4.9 GB: 6-of-22   4.8 GB: 7-of-22   5.0 GB: 8-of-22   4.8 GB: 9-of-22   4.9 GB: 10-of-22   5.0 GB: 11-of-22   4.8 GB: 12-of-22   5.0 GB: 13-of-22   4.9 GB: 14-of-22   4.8 GB: 15-of-22   5.0 GB: 16-of-22   4.9 GB: 17-of-22   4.9 GB: 18-of-22   4.9 GB: 19-of-22   4.9 GB: 20-of-22   4.9 GB: 21-of-22   1.9 GB: 22-of-22
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than mlabonne/BigQwen2.5-52B-Instruct.

Rank the BigQwen2.5 52B Instruct 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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Release v20241217
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