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ProLLaMA Stage 1 by GreatCaptainNemo

 »  All LLMs  »  GreatCaptainNemo  »  ProLLaMA Stage 1   URL Share it on

  1928   
  Arxiv:2402.16445   Autotrain compatible   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/GreatCaptainNemo/ProLLaMA_Stage_1 

ProLLaMA Stage 1 Benchmarks

LLME Score: 0.20781
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ProLLaMA Stage 1 (GreatCaptainNemo/ProLLaMA_Stage_1)

ProLLaMA Stage 1 Parameters and Internals

Model Type 
Protein Language Model
Input Output 
Input Format:
text with format Seq=<...>
Accepted Modalities:
text
Output Format:
text
LLM NameProLLaMA Stage 1
Repository 🤗https://huggingface.co/GreatCaptainNemo/ProLLaMA_Stage_1 
Model Size6.7b
Required VRAM13.5 GB
Updated2025-02-22
MaintainerGreatCaptainNemo
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2   10.0 GB: 1-of-2   3.5 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Best Alternatives to ProLLaMA Stage 1

Best Alternatives
Context / RAM
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Likes
Gptnoise37128K / 13.5 GB670
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...s Coder6.7b Reflct Adamw Iter216K / 13.5 GB4800
...s Coder6.7b Reflct Adamw Iter116K / 13.5 GB4750
...ir8 Ds Coder6.7b Rmsprop Iter416K / 13.5 GB1830
...s Coder6.7b Reflct Adamw Iter316K / 13.5 GB4300
...ir8 Ds Coder6.7b Rmsprop Iter216K / 13.5 GB1830
Ds Coder6.7b Adamw Iter516K / 13.5 GB4050
...ir8 Ds Coder6.7b Rmsprop Iter316K / 13.5 GB1650
...s Coder6.7b Reflct Adamw Iter416K / 13.5 GB2730
Note: green Score (e.g. "73.2") means that the model is better than GreatCaptainNemo/ProLLaMA_Stage_1.

Rank the ProLLaMA Stage 1 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 v20241227
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