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NeuralMarcoro14 7B by mlabonne

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  Autotrain compatible Base model:finetune:mlabonne/m... Base model:mlabonne/marcoro14-...   Conversational Dataset:mlabonne/chatml dpo pa...   Dpo   Endpoints compatible   Lazymergekit   Merge   Mergekit   Mistral   Mlabonne/marcoro14-7b-slerp   Model-index   Region:us   Rlhf   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlabonne/NeuralMarcoro14-7B 

NeuralMarcoro14 7B Benchmarks

ARC: 71.42 vs 96.7 (so35)-26.1%
HellaSwag: 87.59 vs 95.3 (gpt4)-8.1%
MMLU: 64.84 vs 88.3 (so35)-26.6%
TruthfulQA: 65.64 vs 59 (gpt4)11.3%
WinoGrande: 81.22 vs 87.5 (gpt4)-7.2%
GSM8K: 70.74 vs 96.4 (so35)-26.6%
LLME Score: 0.19628
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NeuralMarcoro14 7B (mlabonne/NeuralMarcoro14-7B)

NeuralMarcoro14 7B Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
text-generation
Additional Notes 
This model improves performance on the Nous benchmark suite and the Open LLM Benchmark.
Training Details 
Data Sources:
chatml_dpo_pairs
Methodology:
DPO fine-tuned version
LLM NameNeuralMarcoro14 7B
Repository 🤗https://huggingface.co/mlabonne/NeuralMarcoro14-7B 
Base Model(s)  Marcoro14 7B Slerp   mlabonne/Marcoro14-7B-slerp
Model Size7b
Required VRAM14.4 GB
Updated2025-02-05
Maintainermlabonne
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Licensecc-by-nc-4.0
Context Length32768
Model Max Length32768
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the NeuralMarcoro14 7B

Model
Likes
Downloads
VRAM
NeuralMarcoro14 7B GGUF01022 GB

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Note: green Score (e.g. "73.2") means that the model is better than mlabonne/NeuralMarcoro14-7B.

Rank the NeuralMarcoro14 7B 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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