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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 🤗: https://huggingface.co/TeeZee/GALAXY-XB-v.03 

GALAXY XB V.03 Benchmarks

ARC: 61.77 vs 96.7 (so35)-36.1%
HellaSwag: 83.59 vs 95.3 (gpt4)-12.3%
MMLU: 64.55 vs 88.3 (so35)-26.9%
TruthfulQA: 44.19 vs 59 (gpt4)-25.1%
WinoGrande: 81.06 vs 87.5 (gpt4)-7.4%
GSM8K: 45.03 vs 96.4 (so35)-53.3%
LLME Score: 0.19963
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
GALAXY XB V.03 (TeeZee/GALAXY-XB-v.03)

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 🤗https://huggingface.co/TeeZee/GALAXY-XB-v.03 
Model Size16b
Required VRAM31.9 GB
Updated2024-12-26
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

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

Rank the GALAXY XB V.03 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 v20241217
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