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LUNA SOLARkrautLM Instruct by fblgit

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  Augmentation   Autotrain compatible   Conversational Dataset:argilla/distilabel-mat...   De   Doi:10.57967/hf/1517   Dpo   En   Endpoints compatible   Finetuned   German   Instruct   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow

LUNA SOLARkrautLM Instruct Benchmarks

ARC: 71.16 vs 96.7 (so35)-26.4%
HellaSwag: 88.28 vs 95.3 (gpt4)-7.4%
MMLU: 66.11 vs 88.3 (so35)-25.1%
TruthfulQA: 73.37 vs 59 (gpt4)24.4%
WinoGrande: 82.95 vs 87.5 (gpt4)-5.2%
GSM8K: 60.88 vs 96.4 (so35)-36.8%
LLME Score: 0.18849
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

LUNA SOLARkrautLM Instruct Parameters and Internals

Model Type 
LUNA-SOLARkrautLM-Instruct, text-generation
Use Cases 
Areas:
research, commercial applications
Additional Notes 
Despite data cleansing, uncensored content may still occur.
Supported Languages 
English (Yes), German (Yes)
Training Details 
Data Sources:
SauerkrautLM-DPO, argilla/distilabel-math-preference-dpo, HuggingFaceH4/ultrafeedback_binarized
Methodology:
Aligned through DPO with German data augmentation. Translated data was used and unnatural phrasings were corrected using data augmentation techniques.
LLM NameLUNA SOLARkrautLM Instruct
Repository 🤗https://huggingface.co/fblgit/LUNA-SOLARkrautLM-Instruct 
Model Size10.7b
Required VRAM21.4 GB
Updated2024-11-21
Maintainerfblgit
Model Typellama
Instruction-BasedYes
Model Files  4.9 GB: 1-of-5   5.0 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   1.7 GB: 5-of-5
Supported Languagesen de
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length4096
Model Max Length4096
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16
LUNA SOLARkrautLM Instruct (fblgit/LUNA-SOLARkrautLM-Instruct)

Quantized Models of the LUNA SOLARkrautLM Instruct

Model
Likes
Downloads
VRAM
...UNA SOLARkrautLM Instruct GGUF42504 GB
...UNA SOLARkrautLM Instruct GPTQ2186 GB
LUNA SOLARkrautLM Instruct AWQ066 GB

Best Alternatives to LUNA SOLARkrautLM Instruct

Best Alternatives
Context / RAM
Downloads
Likes
SOLAR 10.7B Instruct V1.0 128K128K / 21.4 GB784
SOLAR 10.7B V1.0 Instruct 16K16K / 21.4 GB632
SauerkrautLM SOLAR Instruct8K / 21.4 GB79947
MetaModelv28K / 21.4 GB12460
Kazemi 1.2 Solar8K / 21.4 GB00
SOLAR 10.7B Instruct V1.04K / 21.4 GB151224614
ConfigurableSOLAR 10.7B4K / 21.4 GB47572
...arbonVillain En 10.7B V2 Slerp4K / 21.4 GB127030
...auerkrautLM UNA SOLAR Instruct4K / 21.4 GB126726
...0.7B Instruct STOCK SOLAR Ties4K / 42.9 GB24460
Note: green Score (e.g. "73.2") means that the model is better than fblgit/LUNA-SOLARkrautLM-Instruct.

Rank the LUNA SOLARkrautLM Instruct Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241110
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