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NeuralMaths Experiment 7B by Kukedlc

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  Merged Model   Autotrain compatible   Base model:eric111/mayo Base model:kukedlc/neural4gsm8... Base model:kukedlc/neuralsirkr... Base model:mlabonne/neuraldare... Base model:wizardlmteam/wizard...   Endpoints compatible   Eric111/mayo   Kukedlc/neural4gsm8k   Kukedlc/neuralsirkrishna-7b   Mistral   Mlabonne/neuraldaredevil-7b   Model-index   Region:us   Safetensors   Sharded   Tensorflow   Wizardlm/wizardmath-7b-v1.1
Model Card on HF 🤗: https://huggingface.co/Kukedlc/NeuralMaths-Experiment-7b 

NeuralMaths Experiment 7B Benchmarks

ARC: 69.71 vs 96.7 (so35)-27.9%
HellaSwag: 87.48 vs 95.3 (gpt4)-8.2%
MMLU: 65.01 vs 88.3 (so35)-26.4%
TruthfulQA: 63.83 vs 59 (gpt4)8.2%
WinoGrande: 82.48 vs 87.5 (gpt4)-5.7%
GSM8K: 75.21 vs 96.4 (so35)-22%
LLME Score: 0.18414
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NeuralMaths Experiment 7B (Kukedlc/NeuralMaths-Experiment-7b)

NeuralMaths Experiment 7B Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
text generation
Applications:
GSM8k, AI2 Reasoning Challenge, HellaSwag, MMLU, TruthfulQA, Winogrande
Additional Notes 
Trained on data up to 2023
LLM NameNeuralMaths Experiment 7B
Repository 🤗https://huggingface.co/Kukedlc/NeuralMaths-Experiment-7b 
Base Model(s)  WizardLM/WizardMath-7B-V1.1   NeuralDaredevil 7B   Neural4gsm8k   Mayo   NeuralSirKrishna 7B   WizardLM/WizardMath-7B-V1.1   mlabonne/NeuralDaredevil-7B   Kukedlc/Neural4gsm8k   Eric111/Mayo   Kukedlc/NeuralSirKrishna-7b
Merged ModelYes
Model Size7b
Required VRAM14.5 GB
Updated2025-02-22
MaintainerKukedlc
Model Typemistral
Model Files  10.0 GB: 1-of-2   4.5 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Kukedlc/NeuralMaths-Experiment-7b.

Rank the NeuralMaths Experiment 7B 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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Release v20241227
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