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NeuralPipe 7B Slerp by mlabonne

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  Autotrain compatible Base model:merge:mlabonne/neur... Base model:merge:openpipe/mist... Base model:mlabonne/neuralherm... Base model:openpipe/mistral-ft...   Endpoints compatible   Merge   Mergekit   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlabonne/NeuralPipe-7B-slerp 

NeuralPipe 7B Slerp Benchmarks

ARC: 67.58 vs 96.7 (so35)-30.1%
HellaSwag: 86.17 vs 95.3 (gpt4)-9.6%
MMLU: 64.06 vs 88.3 (so35)-27.5%
TruthfulQA: 59.84 vs 59 (gpt4)1.4%
WinoGrande: 80.19 vs 87.5 (gpt4)-8.4%
GSM8K: 68.23 vs 96.4 (so35)-29.2%
LLME Score: 0.17075
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NeuralPipe 7B Slerp (mlabonne/NeuralPipe-7B-slerp)

NeuralPipe 7B Slerp Parameters and Internals

Model Type 
text-generation
LLM NameNeuralPipe 7B Slerp
Repository 🤗https://huggingface.co/mlabonne/NeuralPipe-7B-slerp 
Base Model(s)  Mistral Ft Optimized 1218   mlabonne/NeuralHermes-2.5-Mistral-7B   OpenPipe/mistral-ft-optimized-1218   mlabonne/NeuralHermes-2.5-Mistral-7B
Model Size7b
Required VRAM14.4 GB
Updated2025-01-22
Maintainermlabonne
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

Quantized Models of the NeuralPipe 7B Slerp

Model
Likes
Downloads
VRAM
NeuralPipe 7B Slerp GGUF21043 GB
NeuralPipe 7B Slerp GPTQ1114 GB
NeuralPipe 7B Slerp AWQ1114 GB

Best Alternatives to NeuralPipe 7B Slerp

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Context / RAM
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...Nemo Instruct 2407 Abliterated1000K / 24.5 GB42589
MegaBeam Mistral 7B 512K512K / 14.4 GB528649
SpydazWeb AI HumanAI RP512K / 14.4 GB201
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB462215
Hebrew Mistral 7B 200K256K / 30 GB273515
Astral 256K 7B250K / 14.4 GB120
Astral 256K 7B V2250K / 14.4 GB90
Test001128K / 14.5 GB90
Note: green Score (e.g. "73.2") means that the model is better than mlabonne/NeuralPipe-7B-slerp.

Rank the NeuralPipe 7B Slerp 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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