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Sakura SOLAR Instruct by kyujinpy

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Sakura SOLAR Instruct Benchmarks

ARC: 70.99 vs 96.7 (so35)-26.6%
HellaSwag: 88.42 vs 95.3 (gpt4)-7.2%
MMLU: 66.33 vs 88.3 (so35)-24.9%
TruthfulQA: 71.79 vs 59 (gpt4)21.7%
WinoGrande: 83.66 vs 87.5 (gpt4)-4.4%
GSM8K: 65.2 vs 96.4 (so35)-32.4%
LLME Score: 0.21473
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Sakura SOLAR Instruct Parameters and Internals

LLM NameSakura SOLAR Instruct
Repository 🤗https://huggingface.co/kyujinpy/Sakura-SOLAR-Instruct 
Model Size10.7b
Required VRAM21.4 GB
Updated2024-11-07
Maintainerkyujinpy
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-3   10.0 GB: 2-of-3   1.5 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-sa-4.0
Context Length4096
Model Max Length4096
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16
Sakura SOLAR Instruct (kyujinpy/Sakura-SOLAR-Instruct)

Quantized Models of the Sakura SOLAR Instruct

Model
Likes
Downloads
VRAM
Sakura SOLAR Instruct GGUF55094 GB
Sakura SOLAR Instruct GPTQ376 GB
Sakura SOLAR Instruct AWQ196 GB

Best Alternatives to Sakura SOLAR Instruct

Best Alternatives
Context / RAM
Downloads
Likes
SOLAR 10.7B Instruct V1.0 128K128K / 21.4 GB804
SOLAR 10.7B V1.0 Instruct 16K16K / 21.4 GB632
SauerkrautLM SOLAR Instruct8K / 21.4 GB75547
MetaModelv28K / 21.4 GB11870
Kazemi 1.2 Solar8K / 21.4 GB00
SOLAR 10.7B Instruct V1.04K / 21.4 GB111455612
ConfigurableSOLAR 10.7B4K / 21.4 GB37482
...arbonVillain En 10.7B V2 Slerp4K / 21.4 GB113780
...auerkrautLM UNA SOLAR Instruct4K / 21.4 GB119626
KULLM34K / 21.4 GB1072642
Note: green Score (e.g. "73.2") means that the model is better than kyujinpy/Sakura-SOLAR-Instruct.

Rank the Sakura SOLAR Instruct 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 v2024072803
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