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Distilabeled Marcoro14 7B Slerp Full by argilla

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Model Card on HF 🤗: https://huggingface.co/argilla/distilabeled-Marcoro14-7B-slerp-full 

Distilabeled Marcoro14 7B Slerp Full Benchmarks

ARC: 70.65 vs 96.7 (so35)-26.9%
HellaSwag: 87.55 vs 95.3 (gpt4)-8.1%
MMLU: 65.33 vs 88.3 (so35)-26%
TruthfulQA: 64.21 vs 59 (gpt4)8.8%
WinoGrande: 82 vs 87.5 (gpt4)-6.3%
GSM8K: 70.66 vs 96.4 (so35)-26.7%
LLME Score: 0.14847
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Distilabeled Marcoro14 7B Slerp Full (argilla/distilabeled-Marcoro14-7B-slerp-full)
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Distilabeled Marcoro14 7B Slerp Full Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model achieves high benchmark scores, demonstrating improvements in text generation tasks due to its fine-tuning process.
Training Details 
Data Sources:
argilla/distilabel-intel-orca-dpo-pairs
Methodology:
DPO fine-tune with a filter on datasets (removing ties and chosen_score >= 8)
Training Time:
less than 2 hours
Hardware Used:
1 x A100 80GB in runpod
Release Notes 
Notes:
The model is fine-tuned on the argilla/distilabel-intel-orca-dpo-pairs dataset using a filtered version to improve data quality.
LLM NameDistilabeled Marcoro14 7B Slerp Full
Repository 🤗https://huggingface.co/argilla/distilabeled-Marcoro14-7B-slerp-full 
Model Size7b
Required VRAM14.4 GB
Updated2025-09-16
Maintainerargilla
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

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

Rank the Distilabeled Marcoro14 7B Slerp Full 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 v20241124
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