LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

CodeLlama 13B GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  CodeLlama 13B GPTQ   URL Share it on

  119   
  Arxiv:2308.12950   4-bit   Autotrain compatible Base model:codellama/codellama... Base model:quantized:codellama...   Code   Codegen   Custom code   Gptq   Llama   Llama2   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/CodeLlama-13B-GPTQ 

CodeLlama 13B GPTQ Benchmarks

LLME Score: 0.13661
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 13B GPTQ (TheBloke/CodeLlama-13B-GPTQ)

CodeLlama 13B GPTQ Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Research, Commercial applications
Primary Use Cases:
Code synthesis, Code understanding
Limitations:
Use in languages other than English is not advised
Additional Notes 
Code Llama includes variations optimized for specific needs: general code synthesis, Python focus, and instruction following for safe deployment.
Training Details 
Data Volume:
Not specified
Methodology:
Uses an optimized transformer architecture
Training Time:
January 2023 - July 2023
Hardware Used:
A100-80GB GPUs
Model Architecture:
Auto-regressive language model
Safety Evaluation 
Methodologies:
Safety evaluations as per Section 4 of the research paper
Ethical Considerations:
Testing conducted to date has been in English. The model may produce inaccurate or objectionable responses.
Responsible Ai Considerations 
Fairness:
Conducted limited testing. Potential biases in English and code contexts.
Mitigation Strategies:
Developers should perform safety testing and tuning tailored to their specific applications.
Input Output 
Input Format:
Text
Output Format:
Generated text
LLM NameCodeLlama 13B GPTQ
Repository 🤗https://huggingface.co/TheBloke/CodeLlama-13B-GPTQ 
Model NameCodeLlama 13B
Model CreatorMeta
Base Model(s)  CodeLlama 13B Hf   codellama/CodeLlama-13b-hf
Model Size13b
Required VRAM7.3 GB
Updated2024-12-22
MaintainerTheBloke
Model Typellama
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

Best Alternatives to CodeLlama 13B GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
CodeLlama 13B Instruct GPTQ16K / 7.3 GB34539
...zardCoder Python 13B V1.0 GPTQ16K / 7.3 GB9375
CodeLlama 13B GPTQ ERP16K / 7 GB702
NexusRaven 13B GPTQ16K / 7.3 GB317
MAmmoTH Coder 13B GPTQ16K / 7.3 GB183
CodeLlama 13B Python GPTQ16K / 7.3 GB9320
...deLlama 13B Oasst Sft V10 GPTQ16K / 7.3 GB3713
WhiteRabbitNeo 13B V116K / 26 GB1767404
CodeLlama 13B Python Fp1616K / 26 GB152125
CodeLlama 13B Instruct Fp1616K / 26 GB200629
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-13B-GPTQ.

Rank the CodeLlama 13B 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  

What open-source LLMs or SLMs are you in search of? 40066 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
  Support LLM Explorer