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Codellama 7B Instruct Slerp by tyson0420

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  Merged Model   Autotrain compatible   Codegen   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow   Tyson0420/alpaca codellama Tyson0420/stack-codellama-fil-...
Model Card on HF 🤗: https://huggingface.co/tyson0420/codellama-7B-instruct-slerp 

Codellama 7B Instruct Slerp Benchmarks

LLME Score: 0.17623
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Codellama 7B Instruct Slerp (tyson0420/codellama-7B-instruct-slerp)

Codellama 7B Instruct Slerp Parameters and Internals

Model Type 
code generation
Additional Notes 
Model is a blend of two models using mergekit, optimized for code-related tasks.
LLM NameCodellama 7B Instruct Slerp
Repository 🤗https://huggingface.co/tyson0420/codellama-7B-instruct-slerp 
Merged ModelYes
Model Size7b
Required VRAM13.4 GB
Updated2024-12-22
Maintainertyson0420
Model Typellama
Instruction-BasedYes
Model Files  1.9 GB: 1-of-7   1.9 GB: 2-of-7   2.0 GB: 3-of-7   1.9 GB: 4-of-7   1.9 GB: 5-of-7   2.0 GB: 6-of-7   1.8 GB: 7-of-7
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.35.2
Tokenizer ClassCodeLlamaTokenizer
Vocabulary Size32016
Torch Data Typebfloat16

Quantized Models of the Codellama 7B Instruct Slerp

Model
Likes
Downloads
VRAM
CodeLlama 7B Instruct Fp1683313 GB

Best Alternatives to Codellama 7B Instruct Slerp

Best Alternatives
Context / RAM
Downloads
Likes
Deepseek Coder 6.7B Instruct16K / 13.5 GB17049354
CodeLlama 7B Instruct Hf16K / 13.5 GB40427218
CodeLlama 7B Instruct Hf16K / 13.5 GB1995829
GetCode Slerp16K / 13.6 GB11021
CodeV CL 7B16K / 13.5 GB5961
Cdlm 7 Ko Nl2sql V1.016K / 13.5 GB48174
Stack Codellama 7B Inst16K / 13.5 GB760
...ama 7B Instruct Hf Dequantized16K / 13.5 GB1970
...deLlama 7B Instruct Hf 8bits Q16K / 4.2 GB81
Llama 2 7B Chat Finetune516K / 13.8 GB31
Note: green Score (e.g. "73.2") means that the model is better than tyson0420/codellama-7B-instruct-slerp.

Rank the Codellama 7B Instruct Slerp 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 v20241217
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