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Neural4gsm8k by Kukedlc

 »  All LLMs  »  Kukedlc  »  Neural4gsm8k   URL Share it on

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  Merged Model   Autotrain compatible Base model:kukedlc/neural-4-ar... Base model:kukedlc/neural-4-gs...   Endpoints compatible   Kukedlc/neural-4-arc-7b-slerp Kukedlc/neural-4-gsm8k-7b-sler...   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow

Neural4gsm8k Benchmarks

ARC: 72.27-25%
HellaSwag: 88.45-7.2%
MMLU: 64.76-25.1%
TruthfulQA: 69.6518.1%
WinoGrande: 83.35-4.7%
GSM8K: 73.39-20.2%
nn.n% — How the model compares to the GPT-4.

Neural4gsm8k Parameters and Internals

LLM NameNeural4gsm8k
RepositoryOpen on 🤗 
Base Model(s)  Kukedlc/Neural-4-ARC-7B-slerp   Kukedlc/Neural-4-GSM8K-7B-slerp   Kukedlc/Neural-4-ARC-7B-slerp   Kukedlc/Neural-4-GSM8K-7B-slerp
Merged ModelYes
Model Size7b
Required VRAM14.4 GB
Updated2024-07-26
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 Version4.35.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
Neural4gsm8k (Kukedlc/Neural4gsm8k)

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...1 Summarize 64K LoRANET Merged0.2128K / 14.4 GB2360
... Summarize 64K QLoRANET Merged0.2128K / 4.1 GB90
LuminRP 7B 128K V0.50.2128K / 14.5 GB101
LuminRP 7B 128K V0.40.2128K / 14.4 GB121
Note: green Score (e.g. "73.2") means that the model is better than Kukedlc/Neural4gsm8k.

Rank the Neural4gsm8k 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 v2024072501
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