GALAXY XB V.03 by TeeZee

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  Autotrain compatible   Endpoints compatible   Llama   Model-index   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/TeeZee/GALAXY-XB-v.03 

GALAXY XB V.03 Benchmarks

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GALAXY XB V.03 Parameters and Internals

Model Type 
text-generation
Additional Notes 
Small quality loss observed when compared to the base model as described in the DUS paper. This version is a merge of 12 layers removed from both models. Future steps involve finetuning on specific datasets to recover performance post-merge.
Training Details 
Data Sources:
openorca dataset, DPO datasets used by SOLAR
Methodology:
DUS - 12 layers removed from both models
LLM NameGALAXY XB V.03
Repository ๐Ÿค—https://huggingface.co/TeeZee/GALAXY-XB-v.03 
Model Size16b
Required VRAM31.9 GB
Updated2024-12-02
MaintainerTeeZee
Model Typellama
Model Files  10.0 GB: 1-of-4   9.9 GB: 2-of-4   10.0 GB: 3-of-4   2.0 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
GALAXY XB V.03 (TeeZee/GALAXY-XB-v.03)

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Note: green Score (e.g. "73.2") means that the model is better than TeeZee/GALAXY-XB-v.03.

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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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124