NeuralTopBench 7B Ties by Kukedlc

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  Merged Model   Autotrain compatible Base model:kukedlc/neural4gsm8... Base model:nlpguy/alloyingotne... Base model:vanillaovo/supermar...   Endpoints compatible   Kukedlc/neural4gsm8k   Mistral   Nlpguy/alloyingotneox   Region:us   Safetensors   Sharded   Tensorflow   Vanillaovo/supermario v4

NeuralTopBench 7B Ties Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NeuralTopBench 7B Ties (Kukedlc/NeuralTopBench-7B-ties)

NeuralTopBench 7B Ties Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model is a merge using LazyMergekit of several models: Kukedlc/Neural4gsm8k, nlpguy/AlloyIngotNeoX, automerger/OgnoExperiment27-7B, and vanillaOVO/supermario_v4 using method 'dare_ties'.
Input Output 
Accepted Modalities:
text
Output Format:
text
LLM NameNeuralTopBench 7B Ties
Repository ๐Ÿค—https://huggingface.co/Kukedlc/NeuralTopBench-7B-ties 
Base Model(s)  Neural4gsm8k   AlloyIngotNeoX   OgnoExperiment27 7B   Supermario V4   Kukedlc/Neural4gsm8k   nlpguy/AlloyIngotNeoX   automerger/OgnoExperiment27-7B   vanillaOVO/supermario_v4
Merged ModelYes
Model Size7b
Required VRAM14.4 GB
Updated2025-02-22
MaintainerKukedlc
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Model ArchitectureMistralForCausalLM
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/NeuralTopBench-7B-ties.

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227