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CarbonBeagle 11B by vicgalle

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  Arxiv:2203.05482   Autotrain compatible Base model:jeonsworld/carbonvi... Base model:merge:jeonsworld/ca... Base model:merge:vicgalle/neur... Base model:vicgalle/neuralbeag...   Conversational   Endpoints compatible   Merge   Mergekit   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/vicgalle/CarbonBeagle-11B 

CarbonBeagle 11B Benchmarks

MMLU Pro: 25.29
GPQA: 6.94
MUSR: 9.19
BBH: 33.06
IFEval: 54.15 vs 88 (so35)-38.5%
ARC: 71.84 vs 96.7 (so35)-25.7%
HellaSwag: 88.93 vs 95.3 (gpt4)-6.7%
MMLU: 66.62 vs 88.3 (so35)-24.6%
TruthfulQA: 69.43 vs 59 (gpt4)17.7%
WinoGrande: 84.06 vs 87.5 (gpt4)-3.9%
GSM8K: 66.94 vs 96.4 (so35)-30.6%
MATH Lvl 5: 6.19
LLME Score: 0.28913
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CarbonBeagle 11B (vicgalle/CarbonBeagle-11B)

CarbonBeagle 11B Parameters and Internals

Model Type 
text generation
Additional Notes 
An experiment in merging models of different architectures and sizes. The merging utilized the linear method, combining vicgalle/NeuralBeagle-11B with weight 0.5 and jeonsworld/CarbonVillain-en-10.7B-v4 with weight 1.0.
LLM NameCarbonBeagle 11B
Repository 🤗https://huggingface.co/vicgalle/CarbonBeagle-11B 
Base Model(s)  NeuralBeagle 11B   jeonsworld/CarbonVillain-en-10.7B-v4   vicgalle/NeuralBeagle-11B   jeonsworld/CarbonVillain-en-10.7B-v4
Model Size11b
Required VRAM21.4 GB
Updated2024-12-22
Maintainervicgalle
Model Typemistral
Model Files  9.9 GB: 1-of-3   9.8 GB: 2-of-3   1.7 GB: 3-of-3
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 vicgalle/CarbonBeagle-11B.

Rank the CarbonBeagle 11B 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 v20241217
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