Experts Slerp 7B by MrezaPRZ

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  Merged Model   Autotrain compatible Base model:finetune:mrezaprz/c... Base model:mrezaprz/codellama-...   Codegen   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

Experts Slerp 7B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Experts Slerp 7B (MrezaPRZ/experts_slerp_7B)

Experts Slerp 7B Parameters and Internals

Additional Notes 
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
LLM NameExperts Slerp 7B
Repository ๐Ÿค—https://huggingface.co/MrezaPRZ/experts_slerp_7B 
Base Model(s)  CodeLlama 7B Bigquery Expert   MrezaPRZ/CodeLlama-7B-bigquery-expert
Merged ModelYes
Model Size7b
Required VRAM13.4 GB
Updated2025-02-05
MaintainerMrezaPRZ
Model Typellama
Model Files  9.9 GB: 1-of-2   3.5 GB: 2-of-2
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.42.3
Tokenizer ClassCodeLlamaTokenizer
Padding Token</s>
Vocabulary Size32016
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than MrezaPRZ/experts_slerp_7B.

Rank the Experts Slerp 7B 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