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NexusRaven V2 13B by Nexusflow

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  Arxiv:2308.12950   Autotrain compatible Base model:codellama/codellama... Base model:finetune:codellama/...   Codegen   Endpoints compatible   Function calling   Instruct   Llama   Pytorch   Region:us   Sharded

NexusRaven V2 13B Benchmarks

MMLU Pro: 9.69
GPQA: 1.34
MUSR: 3.71
BBH: 15.34
IFEval: 17.91 vs 88 (so35)-79.6%
ARC: 45.14 vs 96.7 (so35)-53.3%
HellaSwag: 67.4 vs 95.3 (gpt4)-29.3%
MMLU: 44.88 vs 88.3 (so35)-49.2%
TruthfulQA: 44.54 vs 59 (gpt4)-24.5%
WinoGrande: 66.38 vs 87.5 (gpt4)-24.1%
GSM8K: 20.92 vs 96.4 (so35)-78.3%
MATH Lvl 5: 1.81
LLME Score: 0.32611
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

NexusRaven V2 13B Parameters and Internals

LLM NameNexusRaven V2 13B
Repository 🤗https://huggingface.co/Nexusflow/NexusRaven-V2-13B 
Base Model(s)  CodeLlama 13B Instruct Hf   codellama/CodeLlama-13b-Instruct-hf
Model Size13b
Required VRAM26 GB
Updated2024-09-07
MaintainerNexusflow
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.33.0
Tokenizer ClassCodeLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32024
Torch Data Typebfloat16
NexusRaven V2 13B (Nexusflow/NexusRaven-V2-13B)

Quantized Models of the NexusRaven V2 13B

Model
Likes
Downloads
VRAM
NexusRaven V2 13B AWQ377 GB
NexusRaven V2 13B GGUF4818185 GB
NexusRaven V2 13B GPTQ3427 GB
NexusRaven V2 13B AWQ1277 GB

Best Alternatives to NexusRaven V2 13B

Best Alternatives
Context / RAM
Downloads
Likes
CodeLlama 13B Instruct Hf16K / 26 GB11910142
CodeLlama 13B Instruct Hf16K / 26 GB202710
TableLLM 13B16K / 26 GB28319
NexusRaven 13B16K / 26 GB121102
Panda Coder 13B16K / 26 GB1513
... Llama 2 13B Instruct Text2sql16K / 26 GB11926
Gen Sim16K / 0.3 GB82
CodeLlama 13B Instruct Fp1616K / 26 GB143529
...Llama 13B Instruct Hf 4bit MLX16K / 7.8 GB92
...13B Instruct Nf4 Fp16 Upscaled16K / 26 GB4100

Rank the NexusRaven V2 13B 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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