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Sakura SOLAR Instruct by kyujinpy

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Model Card on HF 🤗: https://huggingface.co/kyujinpy/Sakura-SOLAR-Instruct 

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: 0.20156
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 (kyujinpy/Sakura-SOLAR-Instruct)

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
Updated2025-01-29
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

Quantized Models of the Sakura SOLAR Instruct

Model
Likes
Downloads
VRAM
Sakura SOLAR Instruct GGUF51044 GB
Sakura SOLAR Instruct GPTQ3146 GB
Sakura SOLAR Instruct AWQ166 GB

Best Alternatives to Sakura SOLAR Instruct

Best Alternatives
Context / RAM
Downloads
Likes
SOLAR 10.7B Instruct V1.0 128K128K / 21.4 GB2164
SOLAR 10.7B V1.0 Instruct 16K16K / 21.4 GB632
SauerkrautLM SOLAR Instruct8K / 21.4 GB100246
MetaModelv28K / 21.4 GB10260
Kazemi 1.2 Solar8K / 21.4 GB00
SOLAR 10.7B Instruct V1.04K / 21.4 GB61326619
Somer24K / 21.4 GB380
Solarmer34K / 21.4 GB140
Somer4K / 21.4 GB110
ConfigurableSOLAR 10.7B4K / 21.4 GB53702
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 v20241227
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