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StellarX 4B V0 by Dampish

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StellarX 4B V0 is an open-source language model by Dampish. Features: 4b LLM, VRAM: 8.1GB, Context: 2K, License: cc-by-nc-sa-4.0, LLM Explorer Score: 0.12, Arc: 37, HellaSwag: 61.9, MMLU: 26.9.

  Arxiv:2204.06745   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%
LLME Score: 0.12451
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)
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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
Updated2026-04-22
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

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...al GPT Neox 4B Instruction Ppo2K / 7.7 GB1514
StellarX 4B V0.22K / 16 GB12562
Sft Tldr Pythia 1 4b2K / 5.7 GB130
Tora 4B2K / 7.6 GB92
...x 4B Instruction Sft En Ja 84K2K / 7.6 GB81
StellarX 4B V0.2 GPTQ2K / 1.8 GB51
Note: green Score (e.g. "73.2") means that the model is better than Dampish/StellarX-4B-V0.

Rank the StellarX 4B V0 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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