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Reasoning TIES Coder V1.1 by BenevolenceMessiah

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  Merged Model   Arxiv:2306.01708   Autotrain compatible Base model:fuseai/fuseo1-deeps... Base model:fuseai/fuseo1-deeps... Base model:fuseai/fuseo1-deeps... Base model:rombo-org/rombo-llm...   Codegen   Conversational   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/BenevolenceMessiah/Reasoning-TIES-Coder-v1.1 

Reasoning TIES Coder V1.1 Benchmarks

LLME Score: 0.27571
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sponsored by Nebius

Reasoning TIES Coder V1.1 Parameters and Internals

LLM NameReasoning TIES Coder V1.1
Repository 🤗https://huggingface.co/BenevolenceMessiah/Reasoning-TIES-Coder-v1.1 
Base Model(s)  ...R1 QwQ SkyT1 Flash 32B Preview   FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview   ...epSeekR1 QwQ SkyT1 32B Preview   Rombo-Org/Rombo-LLM-V3.1-QWQ-32b   FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-Flash-32B-Preview   FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview   FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview   Rombo-Org/Rombo-LLM-V3.1-QWQ-32b
Merged ModelYes
Model Size32b
Required VRAM65.7 GB
Updated2025-03-14
MaintainerBenevolenceMessiah
Model Typeqwen2
Model Files  5.0 GB: 1-of-14   4.9 GB: 2-of-14   4.9 GB: 3-of-14   4.9 GB: 4-of-14   4.9 GB: 5-of-14   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
Generates CodeYes
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.49.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151674
Torch Data Typebfloat16
Errorsreplace

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QwQenSeek Coder128K / 65.7 GB1245
Rombos Coder V2.5 Qwen 32B128K / 65.8 GB12618
Qwen2.5 Coder 32B Instruct32K / 65.8 GB2305821712
OlympicCoder 32B32K / 65.8 GB43467
Note: green Score (e.g. "73.2") means that the model is better than BenevolenceMessiah/Reasoning-TIES-Coder-v1.1.

Rank the Reasoning TIES Coder V1.1 Capabilities

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