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CogitoZ14 by Daemontatox

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  4bit   Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-coder-...   Chain-of-thought   Codegen   Conversational Dataset:pjmixers/math-multitur...   En   Endpoints compatible   Instruct   Model-index   Quantized   Qwen2   Reasoning   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/Daemontatox/CogitoZ14 

CogitoZ14 Benchmarks

MMLU Pro: 32.3
GPQA: 13.53
MUSR: 14.83
BBH: 43.1
IFEval: 52.42 vs 88 (so35)-40.4%
MATH Lvl 5: 33.61
LLME Score: 0.34878
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CogitoZ14 (Daemontatox/CogitoZ14)

CogitoZ14 Parameters and Internals

LLM NameCogitoZ14
Repository 🤗https://huggingface.co/Daemontatox/CogitoZ14 
Base Model(s)  Qwen/Qwen2.5-Coder-14B-Instruct   Qwen/Qwen2.5-Coder-14B-Instruct
Model Size14b
Required VRAM29.7 GB
Updated2025-02-05
MaintainerDaemontatox
Model Typeqwen2
Instruction-BasedYes
Model Files  5.0 GB: 1-of-6   5.0 GB: 2-of-6   5.0 GB: 3-of-6   5.0 GB: 4-of-6   5.0 GB: 5-of-6   4.7 GB: 6-of-6
Supported Languagesen
Quantization Type4bit
Generates CodeYes
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.47.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than Daemontatox/CogitoZ14.

Rank the CogitoZ14 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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