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NeoCortex 7B Slerp by Kukedlc

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  Merged Model   Autotrain compatible Base model:kukedlc/neural4gsm8... Base model:macadeliccc/westlak...   Endpoints compatible   Kukedlc/neural4gsm8k Macadeliccc/westlake-7b-v2-las...   Mistral   Region:us   Safetensors   Sharded   Tensorflow

NeoCortex 7B Slerp Benchmarks

ARC: 72.87 vs 96.7 (so35)-24.6%
HellaSwag: 88.68 vs 95.3 (gpt4)-6.9%
MMLU: 64.71 vs 88.3 (so35)-26.7%
TruthfulQA: 70.43 vs 59 (gpt4)19.4%
WinoGrande: 85.56 vs 87.5 (gpt4)-2.2%
GSM8K: 71.8 vs 96.4 (so35)-25.5%
LLME Score: 0.19792
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

NeoCortex 7B Slerp Parameters and Internals

LLM NameNeoCortex 7B Slerp
Repository 🤗https://huggingface.co/Kukedlc/NeoCortex-7B-slerp 
Base Model(s)  Neural4gsm8k   ...estLake 7B V2 Laser Truthy DPO   Kukedlc/Neural4gsm8k   macadeliccc/WestLake-7B-v2-laser-truthy-dpo
Merged ModelYes
Model Size7b
Required VRAM14.4 GB
Updated2024-10-18
MaintainerKukedlc
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
NeoCortex 7B Slerp (Kukedlc/NeoCortex-7B-slerp)

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Note: green Score (e.g. "73.2") means that the model is better than Kukedlc/NeoCortex-7B-slerp.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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