LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Sheared Pythia 160M by princeton-nlp

 »  All LLMs  »  princeton-nlp  »  Sheared Pythia 160M   URL Share it on

  16   
  Arxiv:2310.06694   Autotrain compatible   Endpoints compatible   Gpt neox   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/princeton-nlp/Sheared-Pythia-160m 

Sheared Pythia 160M Benchmarks

ARC: 22.44 vs 96.7 (so35)-76.8%
HellaSwag: 32.07 vs 95.3 (gpt4)-66.3%
MMLU: 26.65 vs 88.3 (so35)-69.8%
TruthfulQA: 43.22 vs 59 (gpt4)-26.7%
WinoGrande: 51.7 vs 87.5 (gpt4)-40.9%
GSM8K: 0.38 vs 96.4 (so35)-99.6%
LLME Score: 0.18028
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
🌟 Advertise your project 🚀

Sheared Pythia 160M Parameters and Internals

Model Type 
text generation
Training Details 
Data Sources:
The Pile dataset
Data Volume:
0.4B tokens for pruning and 50B tokens for continued pre-training
Methodology:
Structured pruning
Model Architecture:
GPT-NeoX
LLM NameSheared Pythia 160M
Repository 🤗https://huggingface.co/princeton-nlp/Sheared-Pythia-160m 
Model Size160m
Required VRAM0.7 GB
Updated2025-06-09
Maintainerprinceton-nlp
Model Typegpt_neox
Model Files  0.7 GB
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.28.1
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50304
Torch Data Typefloat32
Sheared Pythia 160M (princeton-nlp/Sheared-Pythia-160m)

Best Alternatives to Sheared Pythia 160M

Best Alternatives
Context / RAM
Downloads
Likes
Pythia 160M C2s8K / 0.6 GB516
Pythia 160M Xsum Roya2K / 0.6 GB660
Pythia 160M2K / 0.4 GB14374132
Pythia 160m Sft2K / 0 GB280
Pythia 160M Dolphin Extended2K / 0.3 GB330
Pythia 160M Storytelling2K / 0.3 GB130
Pythia 160M Deduped2K / 0.4 GB402523
Pythia160m Sft Tldr2K / 0.6 GB200
Pythia 160m Ft CookingRecipes2K / 0.6 GB110
Ppo2K / 0.3 GB120
Note: green Score (e.g. "73.2") means that the model is better than princeton-nlp/Sheared-Pythia-160m.

Rank the Sheared Pythia 160M Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

What open-source LLMs or SLMs are you in search of? 48046 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
  Support LLM Explorer