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GPT NeoXT Chat Base 20B by togethercomputer

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  Autotrain compatible   En   Endpoints compatible   Gpt neox   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/togethercomputer/GPT-NeoXT-Chat-Base-20B 

GPT NeoXT Chat Base 20B Benchmarks

MMLU Pro: 1.61
MUSR: 1.76
BBH: 6.83
IFEval: 18.3 vs 88 (so35)-79.2%
ARC: 45.65 vs 96.7 (so35)-52.8%
HellaSwag: 74.03 vs 95.3 (gpt4)-22.3%
MMLU: 29.92 vs 88.3 (so35)-66.1%
TruthfulQA: 34.51 vs 59 (gpt4)-41.5%
WinoGrande: 67.09 vs 87.5 (gpt4)-23.3%
GSM8K: 6.9 vs 96.4 (so35)-92.8%
MATH Lvl 5: 1.28
LLME Score: 0.18876
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
GPT NeoXT Chat Base 20B (togethercomputer/GPT-NeoXT-Chat-Base-20B)

GPT NeoXT Chat Base 20B Parameters and Internals

Model Type 
Language Model
Use Cases 
Areas:
Research
Applications:
Research on dialogue models or language models, Applications in educational or creative tools
Limitations:
Not suitable for safety-critical applications
Considerations:
Out-of-scope use includes safety-critical applications or decisions impacting individuals or society.
Additional Notes 
The model is open source and feedback is encouraged to improve accuracy and performance.
Supported Languages 
English (Primary)
Training Details 
Data Sources:
Together partnered with LAION, Ontocord.ai
Data Volume:
43 million high-quality instructions
Methodology:
Fine-tuned with over 40 million instructions on 100% carbon negative compute
Hardware Used:
2 x 8 x A100 GPUs
Input Output 
Accepted Modalities:
text
Output Format:
text
LLM NameGPT NeoXT Chat Base 20B
Repository 🤗https://huggingface.co/togethercomputer/GPT-NeoXT-Chat-Base-20B 
Model Size20b
Required VRAM41.2 GB
Updated2025-02-05
Maintainertogethercomputer
Model Typegpt_neox
Model Files  9.9 GB: 1-of-5   9.8 GB: 2-of-5   9.7 GB: 3-of-5   9.7 GB: 4-of-5   2.1 GB: 5-of-5
Supported Languagesen
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.21.1
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typefloat16

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Rank the GPT NeoXT Chat Base 20B 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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