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GALAXY V03 Slimorca 1 Epoch 50K by TeeZee

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  Autotrain compatible   Conversational   Dataset:open-orca/slimorca   En   Endpoints compatible   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/TeeZee/GALAXY_v03_slimorca_1_epoch_50k 

GALAXY V03 Slimorca 1 Epoch 50k Benchmarks

ARC: 62.71 vs 96.7 (so35)-35.1%
HellaSwag: 84.58 vs 95.3 (gpt4)-11.2%
MMLU: 65.17 vs 88.3 (so35)-26.2%
TruthfulQA: 47.3 vs 59 (gpt4)-19.8%
WinoGrande: 82.48 vs 87.5 (gpt4)-5.7%
LLME Score: 0.2133
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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GALAXY V03 Slimorca 1 Epoch 50K Parameters and Internals

Model Type 
text-generation
Additional Notes 
Experiment to determine if DUS approach can be extended.
Training Details 
Data Sources:
Open-Orca/SlimOrca
Data Volume:
50k entries
Methodology:
12 layers removed from both models, 4 more than in original paper. Model v03 finetuned.
Release Notes 
Version:
v1.03
Notes:
Model v03 finetuned on 50k entries from SlimOrca dataset. 12 layers removed, 4 more than in original paper.
LLM NameGALAXY V03 Slimorca 1 Epoch 50k
Repository 🤗https://huggingface.co/TeeZee/GALAXY_v03_slimorca_1_epoch_50k 
Model Size16b
Required VRAM31.8 GB
Updated2024-12-02
MaintainerTeeZee
Model Typellama
Model Files  4.9 GB: 1-of-7   5.0 GB: 2-of-7   4.9 GB: 3-of-7   4.9 GB: 4-of-7   5.0 GB: 5-of-7   4.9 GB: 6-of-7   2.2 GB: 7-of-7
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.39.1
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16
GALAXY V03 Slimorca 1 Epoch 50K (TeeZee/GALAXY_v03_slimorca_1_epoch_50k)

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Note: green Score (e.g. "73.2") means that the model is better than TeeZee/GALAXY_v03_slimorca_1_epoch_50k.

Rank the GALAXY V03 Slimorca 1 Epoch 50K 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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