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Aira 2 774M by nicholasKluge

 »  All LLMs  »  nicholasKluge  »  Aira 2 774M   URL Share it on

  12   
  Arxiv:1803.05457   Arxiv:2109.07958   Arxiv:2203.09509   Alignment   Assistant   Autotrain compatible   Co2 eq emissions   Conversation Dataset:nicholaskluge/instruct...   En   Endpoints compatible   Gpt2   Instruct   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/nicholasKluge/Aira-2-774M 

Aira 2 774M Benchmarks

ARC: 28.75 vs 96.7 (so35)-70.3%
HellaSwag: 40.8 vs 95.3 (gpt4)-57.2%
MMLU: 25.1 vs 88.3 (so35)-71.6%
TruthfulQA: 41.33 vs 59 (gpt4)-29.9%
WinoGrande: 52.01 vs 87.5 (gpt4)-40.6%
LLME Score: 0.14576
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Aira 2 774M (nicholasKluge/Aira-2-774M)

Aira 2 774M Parameters and Internals

Model Type 
instruction-tuned, text generation, conversation, assistant
Additional Notes 
This model is susceptible to hallucinations, biases, and repetition issues.
Supported Languages 
en (English proficiency demonstrated)
Training Details 
Data Sources:
nicholasKluge/instruct-aira-dataset
Methodology:
fine-tuning
Hardware Used:
1 NVIDIA A100-SXM4-40GB
LLM NameAira 2 774M
Repository 🤗https://huggingface.co/nicholasKluge/Aira-2-774M 
Model Size774m
Required VRAM0 GB
Updated2025-05-15
MaintainernicholasKluge
Model Typegpt2
Instruction-BasedYes
Model Files  3.1 GB   1.9 GB   3.1 GB   0.0 GB   0.0 GB
Supported Languagesen
Model ArchitectureGPT2LMHeadModel
Licenseapache-2.0
Model Max Length1024
Transformers Version4.33.2
Tokenizer ClassGPT2Tokenizer
Beginning of Sentence Token<|startofinstruction|>
End of Sentence Token<|endofcompletion|>
Unk Token<|endoftext|>
Vocabulary Size50261
Torch Data Typefloat32
Activation Functiongelu_new
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than nicholasKluge/Aira-2-774M.

Rank the Aira 2 774M 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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