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Llama3 OpenBioLLM 8B by aaditya

 »  All LLMs  »  aaditya  »  Llama3 OpenBioLLM 8B   URL Share it on

  169729   
  Arxiv:2212.13138   Arxiv:2303.13375   Arxiv:2305.09617   Arxiv:2305.18290   Arxiv:2402.07023   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Chatml   Distillation   Dpo   En   Endpoints compatible   Finetuned   Gpt4   Instruct   Llama   Llama-3   Mixtral   Pytorch   Region:us   Rlhf   Sharded

Llama3 OpenBioLLM 8B Benchmarks

ARC: 58.62 vs 96.7 (so35)-39.4%
HellaSwag: 80.76 vs 95.3 (gpt4)-15.3%
MMLU: 64.4 vs 88.3 (so35)-27.1%
TruthfulQA: 39.57 vs 59 (gpt4)-32.9%
WinoGrande: 70.88 vs 87.5 (gpt4)-19%
GSM8K: 10.16 vs 96.4 (so35)-89.5%
LLME Score: 0.36951
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Llama3 OpenBioLLM 8B Parameters and Internals

LLM NameLlama3 OpenBioLLM 8B
Repository 🤗https://huggingface.co/aaditya/Llama3-OpenBioLLM-8B 
Base Model(s)  Meta Llama 3 8B   meta-llama/Meta-Llama-3-8B
Model Size8b
Required VRAM16.1 GB
Updated2024-09-16
Maintaineraaditya
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
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16
Llama3 OpenBioLLM 8B (aaditya/Llama3-OpenBioLLM-8B)

Quantized Models of the Llama3 OpenBioLLM 8B

Model
Likes
Downloads
VRAM
...OpenBioLLM 8B Bnb 4bit Smashed066 GB
...OpenBioLLM 8B HQQ 2bit Smashed064 GB
...OpenBioLLM 8B AWQ 4bit Smashed065 GB

Best Alternatives to Llama3 OpenBioLLM 8B

Best Alternatives
Context / RAM
Downloads
Likes
...a 3 8B Instruct Gradient 1048K1024K / 16.1 GB10518663
...struct Gradient 1048K MAC Lora1024K / 5.9 GB41612
L3.1 Gradient1024K / 16.1 GB190
Loki V2.11024K / 16.1 GB80
...SLERP Gradient1048k OpenBioLLM1024K / 16.1 GB80
Llama3 8B Special Dark RP21024K / 16.1 GB131
Llama3 8B Special Dark V3.1.2a1024K / 16.1 GB140
Llama3 8B Special Dark V3.1.1t1024K / 16.1 GB150
Llama3 8B Special Dark RP11024K / 16.1 GB120
Llama3 8B Special Dark V3.1.2B1024K / 16.1 GB60
Note: green Score (e.g. "73.2") means that the model is better than aaditya/Llama3-OpenBioLLM-8B.

Rank the Llama3 OpenBioLLM 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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