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Bioinspired Base Hermes 3 Llama 3.1 8B by lamm-mit

 »  All LLMs  »  lamm-mit  »  Bioinspired Base Hermes 3 Llama 3.1 8B   URL Share it on

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  Arxiv:2309.08788   Ai4science   Autotrain compatible Base model:finetune:nousresear... Base model:nousresearch/hermes...   Bio-inspired   Biology   Biomateriomics   Chemistry   Code   Conversational Dataset:huggingfaceh4/deita-10... Dataset:lamm-mit/bio-silk-mech... Dataset:lamm-mit/magpie-ultra-... Dataset:mlabonne/orpo-dpo-mix-...   Endpoints compatible   Engineering   Llama   Materials science   Materiomics   Region:us   Safetensors   Sharded   Tensorflow   Vision
Model Card on HF 🤗: https://huggingface.co/lamm-mit/Bioinspired-Base-Hermes-3-Llama-3.1-8B 

Bioinspired Base Hermes 3 Llama 3.1 8B Benchmarks

LLME Score: 0.21007
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Bioinspired Base Hermes 3 Llama 3.1 8B (lamm-mit/Bioinspired-Base-Hermes-3-Llama-3.1-8B)

Bioinspired Base Hermes 3 Llama 3.1 8B Parameters and Internals

Model Type 
nlp, code, vision, chemistry, engineering, biology, text-generation
Use Cases 
Areas:
research, scientific analysis, ideation, discovery
Training Details 
Data Sources:
mlabonne/orpo-dpo-mix-40k, lamm-mit/magpie-ultra-v0.1-DPO, HuggingFaceH4/deita-10k-v0-sft, lamm-mit/bio-silk-mech-data-integrated
Data Volume:
8,000 scientific papers
Methodology:
Continued Pre-training (CPT), Supervised fine-tuning (SFT), ORPO, and SLERP merge
LLM NameBioinspired Base Hermes 3 Llama 3.1 8B
Repository 🤗https://huggingface.co/lamm-mit/Bioinspired-Base-Hermes-3-Llama-3.1-8B 
Base Model(s)  meta-llama/Meta-Llama-3.1-8B-Instruct   NousResearch/Hermes-3-Llama-3.1-8B   meta-llama/Meta-Llama-3.1-8B-Instruct   NousResearch/Hermes-3-Llama-3.1-8B
Model Size8b
Required VRAM16.1 GB
Updated2025-01-24
Maintainerlamm-mit
Model Typellama
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
Context Length131072
Model Max Length131072
Transformers Version4.44.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|im_end|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than lamm-mit/Bioinspired-Base-Hermes-3-Llama-3.1-8B.

Rank the Bioinspired Base Hermes 3 Llama 3.1 8B 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 v20241227
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