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Marcoro14 7B Slerp by mlabonne

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  Merged Model Aidc-ai-business/marcoroni-7b-...   Autotrain compatible   Endpoints compatible   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlabonne/Marcoro14-7B-slerp 

Marcoro14 7B Slerp Benchmarks

ARC: 69.8 vs 96.7 (so35)-27.8%
HellaSwag: 87.13 vs 95.3 (gpt4)-8.6%
MMLU: 65.11 vs 88.3 (so35)-26.3%
TruthfulQA: 63.54 vs 59 (gpt4)7.7%
WinoGrande: 81.61 vs 87.5 (gpt4)-6.7%
GSM8K: 70.89 vs 96.4 (so35)-26.5%
LLME Score: 0.20159
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Marcoro14 7B Slerp (mlabonne/Marcoro14-7B-slerp)

Marcoro14 7B Slerp Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
research, commercial applications
Applications:
text generation
Primary Use Cases:
AI2 Reasoning Challenge, HellaSwag, MMLU, TruthfulQA, Winogrande, GSM8k
Additional Notes 
This model was evaluated using Nous' benchmark suite, achieving an average score of 57.67%.
Training Details 
Methodology:
Merge of AIDC-ai-business/Marcoroni-7B-v3 and EmbeddedLLM/Mistral-7B-Merge-14-v0.1 using SLERP method.
Input Output 
Accepted Modalities:
text
Output Format:
text
LLM NameMarcoro14 7B Slerp
Repository 🤗https://huggingface.co/mlabonne/Marcoro14-7B-slerp 
Merged ModelYes
Model Size7b
Required VRAM14.5 GB
Updated2025-02-05
Maintainermlabonne
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.6 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Licensecc-by-nc-4.0
Context Length32768
Model Max Length32768
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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VRAM
...tilled 7B SLERP 8.0bpw H8 EXL2157 GB

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Note: green Score (e.g. "73.2") means that the model is better than mlabonne/Marcoro14-7B-slerp.

Rank the Marcoro14 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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Release v20241227
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