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CodeLlama 34B Instruct GPTQ by TheBloke

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  Arxiv:2308.12950   4-bit   Autotrain compatible   Code   Codegen   Custom code   Gptq   Instruct   Llama   Llama2   Quantized   Region:us   Safetensors

CodeLlama 34B Instruct GPTQ Benchmarks

LLME Score: 0.15373
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

CodeLlama 34B Instruct GPTQ Parameters and Internals

LLM NameCodeLlama 34B Instruct GPTQ
Repository 🤗https://huggingface.co/TheBloke/CodeLlama-34B-Instruct-GPTQ 
Model NameCodeLlama 34B Instruct
Model CreatorMeta
Base Model(s)  codellama/CodeLlama-34b-instruct-hf   codellama/CodeLlama-34b-instruct-hf
Model Size34b
Required VRAM18.3 GB
Updated2024-11-08
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  18.3 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 Size32000
Torch Data Typefloat16
CodeLlama 34B Instruct GPTQ (TheBloke/CodeLlama-34B-Instruct-GPTQ)

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CodeLlama 34B Instruct Hf16K / 67.5 GB16527277
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CodeLlama 34B Instruct Hf16K / 67.5 GB114112
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...echless Codellama 34B V2.0 AWQ16K / 18.3 GB136
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-34B-Instruct-GPTQ.

Rank the CodeLlama 34B 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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