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Llama 3 Nephilim V2 8B by grimjim

 »  All LLMs  »  grimjim  »  Llama 3 Nephilim V2 8B   URL Share it on

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  Merged Model   Arxiv:2212.04089   Autotrain compatible Base model:elyn-dev/llama-3-so... Base model:grimjim/llama-3-aad... Base model:grimjim/llama-3-ins... Base model:grimjim/llama-3-nep...   Conversational   Endpoints compatible   Instruct   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/grimjim/llama-3-Nephilim-v2-8B 

Llama 3 Nephilim V2 8B Benchmarks

MMLU Pro: 29.35
GPQA: 6.6
MUSR: 7.89
BBH: 29.9
IFEval: 39.22 vs 88 (so35)-55.4%
MATH Lvl 5: 10.65
LLME Score: 0.23744
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Nephilim V2 8B (grimjim/llama-3-Nephilim-v2-8B)

Llama 3 Nephilim V2 8B Parameters and Internals

Model Type 
text-generation
Additional Notes 
Model is derived using contributions from various pre-trained language models, showcasing preference optimization and varying outputs.
Training Details 
Methodology:
task arithmetic merge method
Context Length:
8000
Input Output 
Performance Tips:
Tested with 8k context length and Instruct prompting. Example settings and sampler configurations are provided.
LLM NameLlama 3 Nephilim V2 8B
Repository 🤗https://huggingface.co/grimjim/llama-3-Nephilim-v2-8B 
Base Model(s)  Llama 3 Soliloquy 8B V2   ...ruct 8B SPPO Iter3 SimPO Merge   Llama 3 Aaditya OpenBioLLM 8B   Llama 3 Nephilim V1 8B   openlynn/Llama-3-Soliloquy-8B-v2   grimjim/Llama-3-Instruct-8B-SPPO-Iter3-SimPO-merge   grimjim/llama-3-aaditya-OpenBioLLM-8B   grimjim/llama-3-Nephilim-v1-8B
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2025-06-01
Maintainergrimjim
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than grimjim/llama-3-Nephilim-v2-8B.

Rank the Llama 3 Nephilim V2 8B 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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