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Llama3 Merge Biomed 8B by lighteternal

 »  All LLMs  »  lighteternal  »  Llama3 Merge Biomed 8B   URL Share it on

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  Merged Model   Arxiv:2306.01708   Arxiv:2311.03099   Autotrain compatible Base model:aaditya/llama3-open... Base model:meta-llama/meta-lla... Base model:nousresearch/hermes...   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/lighteternal/Llama3-merge-biomed-8b 

Llama3 Merge Biomed 8B Benchmarks

ARC: 63.65 vs 96.7 (so35)-34.2%
HellaSwag: 81.53 vs 95.3 (gpt4)-14.4%
MMLU: 67.85 vs 88.3 (so35)-23.2%
TruthfulQA: 49.47 vs 59 (gpt4)-16.2%
WinoGrande: 75.93 vs 87.5 (gpt4)-13.2%
GSM8K: 59.36 vs 96.4 (so35)-38.4%
LLME Score: 0.25386
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 Merge Biomed 8B (lighteternal/Llama3-merge-biomed-8b)

Llama3 Merge Biomed 8B Parameters and Internals

Model Type 
Text Generation
Additional Notes 
This is a simple experiment to assess model merging for enhanced performance in specialized tasks.
Training Details 
Model Architecture:
Merged model from multiple pre-trained language models.
Input Output 
Input Format:
Prompt template of Llama3
LLM NameLlama3 Merge Biomed 8B
Repository 🤗https://huggingface.co/lighteternal/Llama3-merge-biomed-8b 
Base Model(s)  Meta Llama 3 8B Instruct   Hermes 2 Pro Llama 3 8B   Llama3 OpenBioLLM 8B   meta-llama/Meta-Llama-3-8B-Instruct   NousResearch/Hermes-2-Pro-Llama-3-8B   aaditya/Llama3-OpenBioLLM-8B
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2024-12-22
Maintainerlighteternal
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
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.41.0
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 lighteternal/Llama3-merge-biomed-8b.

Rank the Llama3 Merge Biomed 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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