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NeuralPipe 7B Ties 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   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlabonne/NeuralPipe-7B-ties 

NeuralPipe 7B Ties Benchmarks

ARC: 67.92 vs 96.7 (so35)-29.8%
HellaSwag: 86.04 vs 95.3 (gpt4)-9.7%
MMLU: 64.24 vs 88.3 (so35)-27.2%
TruthfulQA: 61.37 vs 59 (gpt4)4%
WinoGrande: 80.19 vs 87.5 (gpt4)-8.4%
GSM8K: 69.52 vs 96.4 (so35)-27.9%
LLME Score: 0.16354
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NeuralPipe 7B Ties (mlabonne/NeuralPipe-7B-ties)

NeuralPipe 7B Ties Parameters and Internals

Model Type 
text-generation
Training Details 
Methodology:
Model merge using mergekit
LLM NameNeuralPipe 7B Ties
Repository 🤗https://huggingface.co/mlabonne/NeuralPipe-7B-ties 
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
Updated2025-02-22
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 Typefloat16

Quantized Models of the NeuralPipe 7B Ties

Model
Likes
Downloads
VRAM
NeuralPipe 7B Ties GGUF22353 GB
NeuralPipe 7B Ties AWQ1664 GB
NeuralPipe 7B Ties GPTQ1284 GB

Best Alternatives to NeuralPipe 7B Ties

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB462011
MegaBeam Mistral 7B 512K512K / 14.4 GB568150
SpydazWeb AI HumanAI RP512K / 14.4 GB121
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB563316
Hebrew Mistral 7B 200K256K / 30 GB1461915
Astral 256K 7B V2250K / 14.4 GB70
Astral 256K 7B250K / 14.4 GB50
Test001128K / 14.5 GB90
Note: green Score (e.g. "73.2") means that the model is better than mlabonne/NeuralPipe-7B-ties.

Rank the NeuralPipe 7B Ties 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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