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ChimeraLlama 3 8B V3 by mlabonne

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  Merged Model   Autotrain compatible Base model:cognitivecomputatio... Base model:danielbrdz/barcenas... Base model:maziyarpanahi/llama... Base model:mlabonne/orpollama-... Base model:nousresearch/meta-l... Base model:vagosolutions/llama... Base model:vicgalle/configurab...   Endpoints compatible   Instruct   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlabonne/ChimeraLlama-3-8B-v3 

ChimeraLlama 3 8B V3 Benchmarks

MMLU Pro: 29.65
GPQA: 5.59
MUSR: 8.38
BBH: 27.65
IFEval: 44.08 vs 88 (so35)-49.9%
ARC: 65.78 vs 96.7 (so35)-32%
HellaSwag: 81.83 vs 95.3 (gpt4)-14.1%
MMLU: 68.5 vs 88.3 (so35)-22.4%
TruthfulQA: 55.91 vs 59 (gpt4)-5.2%
WinoGrande: 76.48 vs 87.5 (gpt4)-12.6%
GSM8K: 71.87 vs 96.4 (so35)-25.4%
MATH Lvl 5: 8.76
LLME Score: 0.31716
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ChimeraLlama 3 8B V3 (mlabonne/ChimeraLlama-3-8B-v3)

ChimeraLlama 3 8B V3 Parameters and Internals

Model Type 
text-generation
Additional Notes 
ChimeraLlama-3-8B-v3 is a merge of the following models using LazyMergekit.
LLM NameChimeraLlama 3 8B V3
Repository 🤗https://huggingface.co/mlabonne/ChimeraLlama-3-8B-v3 
Base Model(s)  Meta Llama 3 8B Instruct   OrpoLlama 3 8B   cognitivecomputations/dolphin-2.9-llama3-8b   Barcenas Llama3 8B ORPO   ...ama 3 SauerkrautLM 8B Instruct   vicgalle/Configurable-Llama-3-8B-v0.3   MaziyarPanahi/Llama-3-8B-Instruct-DPO-v0.3   NousResearch/Meta-Llama-3-8B-Instruct   mlabonne/OrpoLlama-3-8B   cognitivecomputations/dolphin-2.9-llama3-8b   Danielbrdz/Barcenas-Llama3-8b-ORPO   VAGOsolutions/Llama-3-SauerkrautLM-8b-Instruct   vicgalle/Configurable-Llama-3-8B-v0.3   MaziyarPanahi/Llama-3-8B-Instruct-DPO-v0.3
Merged ModelYes
Model Size8b
Required VRAM16 GB
Updated2024-12-22
Maintainermlabonne
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-2   6.1 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than mlabonne/ChimeraLlama-3-8B-v3.

Rank the ChimeraLlama 3 8B V3 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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