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CodeLlama 13B Instruct GPTQ by TheBloke

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  Arxiv:2308.12950   4-bit   Autotrain compatible Base model:codellama/codellama... Base model:quantized:codellama...   Code   Codegen   Custom code   Gptq   Instruct   Llama   Llama2   Quantized   Region:us   Safetensors

CodeLlama 13B Instruct GPTQ Benchmarks

LLME Score: 0.15207
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

CodeLlama 13B Instruct GPTQ Parameters and Internals

LLM NameCodeLlama 13B Instruct GPTQ
Repository 🤗https://huggingface.co/TheBloke/CodeLlama-13B-Instruct-GPTQ 
Model NameCodeLlama 13B Instruct
Model CreatorMeta
Base Model(s)  CodeLlama 13B Instruct Hf   codellama/CodeLlama-13b-Instruct-hf
Model Size13b
Required VRAM7.3 GB
Updated2024-10-18
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  7.3 GB
Supported Languagescode
GPTQ QuantizationYes
Quantization Typegptq
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.32.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32016
Torch Data Typefloat16
CodeLlama 13B Instruct GPTQ (TheBloke/CodeLlama-13B-Instruct-GPTQ)

Best Alternatives to CodeLlama 13B Instruct GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
NexusRaven 13B GPTQ16K / 7.3 GB217
CodeLlama 13B Instruct Fp1616K / 26 GB179129
...Llama 13B Instruct Hf 4bit MLX16K / 7.8 GB262
...13B Instruct Nf4 Fp16 Upscaled16K / 26 GB5720
NexusRaven V2 13B16K / 26 GB6399460
CodeLlama 13B Instruct Hf16K / 26 GB16818143
CodeLlama 13B Instruct Hf16K / 26 GB191617
TableLLM 13B16K / 26 GB66821
CodeLlama 13B Instruct GGUF16K / 5.4 GB3552
NexusRaven 13B16K / 26 GB79102
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-13B-Instruct-GPTQ.

Rank the CodeLlama 13B Instruct GPTQ 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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Release v2024072803
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