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NeuralBeagle14 7B by mlabonne

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Model Card on HF 🤗: https://huggingface.co/mlabonne/NeuralBeagle14-7B 

NeuralBeagle14 7B Benchmarks

MMLU Pro: 17.79
GPQA: 4.25
MUSR: 12.89
BBH: 23.96
IFEval: 49.35 vs 88 (so35)-43.9%
ARC: 72.95 vs 96.7 (so35)-24.6%
HellaSwag: 88.34 vs 95.3 (gpt4)-7.3%
MMLU: 64.55 vs 88.3 (so35)-26.9%
TruthfulQA: 69.93 vs 59 (gpt4)18.5%
WinoGrande: 82.4 vs 87.5 (gpt4)-5.8%
GSM8K: 70.28 vs 96.4 (so35)-27.1%
MATH Lvl 5: 5.21
LLME Score: 0.22579
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NeuralBeagle14 7B (mlabonne/NeuralBeagle14-7B)

NeuralBeagle14 7B Parameters and Internals

Model Type 
text generation
Use Cases 
Primary Use Cases:
Instruction following, Reasoning tasks, Roleplay (RP), Storytelling
Additional Notes 
NeuralBeagle14-7B is considered one of the best models in its parameter size category due to its strong performance in benchmarks.
Training Details 
Data Sources:
argilla/distilabel-intel-orca-dpo-pairs
Methodology:
Direct Preference Optimization (DPO) fine-tuning
Context Length:
8000
LLM NameNeuralBeagle14 7B
Repository 🤗https://huggingface.co/mlabonne/NeuralBeagle14-7B 
Base Model(s)  Beagle14 7B   mlabonne/Beagle14-7B
Model Size7b
Required VRAM14.4 GB
Updated2025-04-22
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
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the NeuralBeagle14 7B

Model
Likes
Downloads
VRAM
NeuralBeagle14 7B GGUF268452 GB
NeuralBeagle14 7B GGUF12242 GB
NeuralBeagle14 7B GGUF0652 GB
NeuralBeagle14 7B AWQ3184 GB
NeuralBeagle14 7B GPTQ574 GB

Best Alternatives to NeuralBeagle14 7B

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Astral 256K 7B V2250K / 14.4 GB220
Astral 256K 7B250K / 14.4 GB200
Note: green Score (e.g. "73.2") means that the model is better than mlabonne/NeuralBeagle14-7B.

Rank the NeuralBeagle14 7B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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