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StellarX 4B V0 by Dampish

 »  All LLMs  »  Dampish  »  StellarX 4B V0   URL Share it on

  2118   
  Arxiv:2204.06745   Autotrain compatible   Endpoints compatible   Gpt neox   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/Dampish/StellarX-4B-V0 

StellarX 4B V0 Benchmarks

ARC: 36.95 vs 96.7 (so35)-61.8%
HellaSwag: 61.9 vs 95.3 (gpt4)-35%
MMLU: 26.85 vs 88.3 (so35)-69.6%
TruthfulQA: 34.3 vs 59 (gpt4)-41.9%
WinoGrande: 63.85 vs 87.5 (gpt4)-27%
LLME Score: 0.16453
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
StellarX 4B V0 (Dampish/StellarX-4B-V0)

StellarX 4B V0 Parameters and Internals

Model Type 
autoregressive, language model
Use Cases 
Areas:
Research, Personal use
Limitations:
Not designed for direct deployment without supervision, Potential biases and limitations inherent in the model
Considerations:
Users should conduct risk and bias assessments before using it for downstream tasks.
Additional Notes 
StellarX is optimized for carbon efficiency and can run on local devices. It is primarily intended for research and personal projects under the CC-BY-NC-SA-4.0 license.
Supported Languages 
English (Proficient)
Training Details 
Data Sources:
redpajama dataset by togethercumputer
Data Volume:
810 billion tokens
Model Architecture:
GPT-NeoX, inspired by GPT-3 and GPT-J-6B
Input Output 
Input Format:
Text
Accepted Modalities:
Text
Output Format:
Text
Release Notes 
Version:
V0
Notes:
Initial version trained on 300B tokens, with a goal of 810B tokens.
LLM NameStellarX 4B V0
Repository 🤗https://huggingface.co/Dampish/StellarX-4B-V0 
Model Size4b
Required VRAM8.1 GB
Updated2025-02-22
MaintainerDampish
Model Typegpt_neox
Model Files  8.1 GB   0.0 GB
Model ArchitectureGPTNeoXForCausalLM
Licensecc-by-nc-sa-4.0
Context Length2048
Model Max Length2048
Transformers Version4.29.2
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typefloat16

Best Alternatives to StellarX 4B V0

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Context / RAM
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Likes
Bilingual GPT Neox 4B2K / 7.7 GB510829
...al GPT Neox 4B Instruction Ppo2K / 7.7 GB83415
Sft Tldr Pythia 1 4b2K / 5.7 GB50
Tora 4B2K / 7.6 GB762
...x 4B Instruction Sft En Ja 84K2K / 7.6 GB891
...al GPT Neox 4B Instruction Sft2K / 7.6 GB36518
StellarX 4B V0.22K / 16 GB21542
Bilingual GPT Neox 4B 8K2K / 7.7 GB5223
StellarX 4B V0.2 GPTQ2K / 1.8 GB101
Note: green Score (e.g. "73.2") means that the model is better than Dampish/StellarX-4B-V0.

Rank the StellarX 4B V0 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  

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Release v20241227
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