Fairseq Dense 6.7B Janeway by KoboldAI

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  Autotrain compatible   En   Endpoints compatible   Pytorch   Region:us   Xglm

Fairseq Dense 6.7B Janeway Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Fairseq Dense 6.7B Janeway (KoboldAI/fairseq-dense-6.7B-Janeway)
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Fairseq Dense 6.7B Janeway Parameters and Internals

Model Type 
text generation
Use Cases 
Limitations:
Bias related to gender, profession, race, and religion
Supported Languages 
English (Unknown)
Training Details 
Data Sources:
2210 ebooks, mostly in the sci-fi and fantasy genres
Data Volume:
Similar to GPT-Neo-2.7B-Janeway
Model Architecture:
MoE dense model
Responsible Ai Considerations 
Fairness:
Bias in gender, profession, race, and religion are potential issues.
Input Output 
Input Format:
Text prompt
Accepted Modalities:
text
Output Format:
Generated text
LLM NameFairseq Dense 6.7B Janeway
Repository ๐Ÿค—https://huggingface.co/KoboldAI/fairseq-dense-6.7B-Janeway 
Model Size6.7b
Required VRAM13.3 GB
Updated2025-08-19
MaintainerKoboldAI
Model Typexglm
Model Files  13.3 GB
Supported Languagesen
Model ArchitectureXGLMForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.17.0
Tokenizer ClassGPT2Tokenizer
Beginning of Sentence Token<|endoftext|>
End of Sentence Token<|endoftext|>
Unk Token<|endoftext|>
Vocabulary Size50261
Torch Data Typefloat16
Activation Functiongelu
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than KoboldAI/fairseq-dense-6.7B-Janeway.

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124