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Overthinking Rustacean Behemoth by Daemontatox

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  Autotrain compatible Base model:cognitivecomputatio... Base model:finetune:cognitivec...   Code   Codegen   Coding   Conversational   Dataset:tesslate/rust dataset   En   Endpoints compatible   Qwen3   Reasoning   Region:us   Rust   Safetensors   Sharded   Tensorflow   Unsloth
Model Card on HF 🤗: https://huggingface.co/Daemontatox/Overthinking-Rustacean-Behemoth 

Overthinking Rustacean Behemoth Benchmarks

LLME Score: 0.28399
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Overthinking Rustacean Behemoth (Daemontatox/Overthinking-Rustacean-Behemoth)
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Overthinking Rustacean Behemoth Parameters and Internals

LLM NameOverthinking Rustacean Behemoth
Repository 🤗https://huggingface.co/Daemontatox/Overthinking-Rustacean-Behemoth 
Base Model(s)  Qwen3 72B Embiggened   cognitivecomputations/Qwen3-72B-Embiggened
Model Size72b
Required VRAM146 GB
Updated2025-06-29
MaintainerDaemontatox
Model Typeqwen3
Model Files  5.0 GB: 1-of-31   5.0 GB: 2-of-31   4.6 GB: 3-of-31   5.0 GB: 4-of-31   4.8 GB: 5-of-31   5.0 GB: 6-of-31   4.6 GB: 7-of-31   5.0 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   4.9 GB: 20-of-31   4.6 GB: 21-of-31   4.8 GB: 22-of-31   5.0 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   4.8 GB: 30-of-31   0.5 GB: 31-of-31
Supported Languagesen
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.52.4
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Overthinking Rustacean Behemoth

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OR1 Behemoth40K / 146 GB940
Overthinking Rustacean40K / 146 GB860
Note: green Score (e.g. "73.2") means that the model is better than Daemontatox/Overthinking-Rustacean-Behemoth.

Rank the Overthinking Rustacean Behemoth Capabilities

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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