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CodeLlama 34B Instruct GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  CodeLlama 34B Instruct GPTQ   URL Share it on

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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: 0.14948
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

Model Type 
text-generation
Use Cases 
Areas:
Commercial, Research
Applications:
Code assistant, Code generation, Code synthesis
Primary Use Cases:
Instruction following for code problems
Limitations:
Not to be used for scenarios not covered or tested, English language only
Additional Notes 
Static model trained on an offline dataset. Future versions will incorporate community feedback for improved safety.
Supported Languages 
English (Full support; optimized for relevant programming languages)
Training Details 
Methodology:
Fine-tuned for instruction following and safer deployment
Model Architecture:
Optimized transformer architecture
Safety Evaluation 
Ethical Considerations:
Potential outputs cannot be predicted and may be inaccurate or objectionable. Testing conducted in English.
Input Output 
Input Format:
Text input only
Accepted Modalities:
Text
Output Format:
Text only
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
Updated2024-11-22
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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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

🆘 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110
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