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NexusRaven 13B by Nexusflow

 »  All LLMs  »  Nexusflow  »  NexusRaven 13B   URL Share it on

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

NexusRaven 13B Benchmarks

LLME Score: 0.17157
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

NexusRaven 13B Parameters and Internals

LLM NameNexusRaven 13B
Repository 🤗https://huggingface.co/Nexusflow/NexusRaven-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   0.0 GB
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.33.2
Tokenizer ClassCodeLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32024
Torch Data Typebfloat16
NexusRaven 13B (Nexusflow/NexusRaven-13B)

Quantized Models of the NexusRaven 13B

Model
Likes
Downloads
VRAM
NexusRaven 13B GGUF212135 GB
NexusRaven 13B GPTQ7127 GB
NexusRaven 13B AWQ487 GB

Best Alternatives to NexusRaven 13B

Best Alternatives
Context / RAM
Downloads
Likes
NexusRaven V2 13B16K / 26 GB12787456
CodeLlama 13B Instruct Hf16K / 26 GB11910142
CodeLlama 13B Instruct Hf16K / 26 GB202710
TableLLM 13B16K / 26 GB28319
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
Note: green Score (e.g. "73.2") means that the model is better than Nexusflow/NexusRaven-13B.

Rank the NexusRaven 13B 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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Release v2024072803
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