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Pythia 31M Simplewiki Scratch Bf16 by pszemraj

 »  All LLMs  »  pszemraj  »  Pythia 31M Simplewiki Scratch Bf16   URL Share it on

  2009   
  Autotrain compatible Dataset:pszemraj/simple wikipe...   Endpoints compatible   Generated from trainer   Gpt neox   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/pszemraj/pythia-31m-simplewiki-scratch-bf16 

Pythia 31M Simplewiki Scratch Bf16 Benchmarks

ARC: 22.78 vs 96.7 (so35)-76.4%
HellaSwag: 25.61 vs 95.3 (gpt4)-73.1%
MMLU: 23.12 vs 88.3 (so35)-73.8%
TruthfulQA: 49.65 vs 59 (gpt4)-15.8%
WinoGrande: 50.51 vs 87.5 (gpt4)-42.3%
LLME Score: 0.19955
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Pythia 31M Simplewiki Scratch Bf16 (pszemraj/pythia-31m-simplewiki-scratch-bf16)

Pythia 31M Simplewiki Scratch Bf16 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
More information needed
Additional Notes 
Tuned with bf16 (previous was fp32)
Training Details 
Methodology:
Trained from random initialized config based on EleutherAI/pythia-31m, 3 epochs bf16
LLM NamePythia 31M Simplewiki Scratch Bf16
Repository 🤗https://huggingface.co/pszemraj/pythia-31m-simplewiki-scratch-bf16 
Model Size31m
Required VRAM0.1 GB
Updated2025-02-22
Maintainerpszemraj
Model Typegpt_neox
Model Files  0.1 GB   0.0 GB
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.33.1
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50304
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than pszemraj/pythia-31m-simplewiki-scratch-bf16.

Rank the Pythia 31M Simplewiki Scratch Bf16 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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