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Notus 7B V1 by argilla

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Notus 7B V1 Benchmarks

MMLU Pro: 22.26
GPQA: 5.26
MUSR: 6.59
BBH: 22.75
IFEval: 50.82 vs 88 (so35)-42.3%
ARC: 80.4 vs 96.7 (so35)-16.9%
HellaSwag: 58.5 vs 95.3 (gpt4)-38.6%
MMLU: 61.8 vs 88.3 (so35)-30%
TruthfulQA: 54.37 vs 59 (gpt4)-7.8%
WinoGrande: 79.4 vs 87.5 (gpt4)-9.3%
GSM8K: 39.9 vs 96.4 (so35)-58.6%
OpenCompas: 45.3 vs 73.3 (gpt4)-38.2%
Exam: 62.2 vs 77.2 (gpt4)-19.4%
Language: 21.1 vs 62 (gpt4)-66%
Knowledge: 48.4 vs 73.5 (gpt4)-34.1%
Understand: 50.5 vs 70 (gpt4)-27.9%
Reasoning: 44.7 vs 74.4 (gpt4)-39.9%
MATH Lvl 5: 2.57
LLME Score: 0.29075
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Notus 7B V1 Parameters and Internals

LLM NameNotus 7B V1
Repository 🤗https://huggingface.co/argilla/notus-7b-v1 
Base Model(s)  Zephyr 7B Sft Full   alignment-handbook/zephyr-7b-sft-full
Model Size7b
Required VRAM14.4 GB
Updated2024-10-08
Maintainerargilla
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3   0.0 GB
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16
Notus 7B V1 (argilla/notus-7b-v1)

Quantized Models of the Notus 7B V1

Model
Likes
Downloads
VRAM
Notus 7B V1 GGUF02812 GB
Notus 7B V1 GGUF2311563 GB
Notus 7B V1 AWQ3594 GB
Notus 7B V1 GPTQ2434 GB

Best Alternatives to Notus 7B V1

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Hebrew Mistral 7B 200K256K / 30 GB253615
Astral 256K 7B V2250K / 14.4 GB100
Astral 256K 7B250K / 14.4 GB90
Boptruth Agatha 7B128K / 14.4 GB430
Buddhi 128K Chat 7B128K / 14.4 GB64915
Test001128K / 14.5 GB50
Note: green Score (e.g. "73.2") means that the model is better than argilla/notus-7b-v1.

Rank the Notus 7B V1 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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