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Code 290K 13B by ajibawa-2023

 »  All LLMs  »  ajibawa-2023  »  Code 290K 13B   URL Share it on

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  Autotrain compatible   Code Dataset:ajibawa-2023/code-290k...   En   Endpoints compatible   Llama   Model-index   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/ajibawa-2023/Code-290k-13B 

Code 290K 13B Benchmarks

ARC: 56.06 vs 96.7 (so35)-42%
HellaSwag: 81.55 vs 95.3 (gpt4)-14.4%
MMLU: 51.99 vs 88.3 (so35)-41.1%
TruthfulQA: 37.65 vs 59 (gpt4)-36.2%
WinoGrande: 72.69 vs 87.5 (gpt4)-16.9%
GSM8K: 17.82 vs 96.4 (so35)-81.5%
LLME Score: 0.17675
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Code 290K 13B (ajibawa-2023/Code-290k-13B)
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Code 290K 13B Parameters and Internals

Model Type 
text generation
Additional Notes 
It includes code generation with detailed explanations in multiple programming languages. Quantized model versions are available.
Supported Languages 
Python (High proficiency), Java (High proficiency), JavaScript (High proficiency), GO (High proficiency), C++ (High proficiency), Rust (High proficiency), Ruby (High proficiency), SQL (High proficiency), MySQL (High proficiency), R (High proficiency), Julia (High proficiency), Haskell (High proficiency)
Training Details 
Data Sources:
Code-290k-ShareGPT
Data Volume:
290,000 sets
Methodology:
Full fine-tuned
Training Time:
165 hours
Hardware Used:
4 x A100 80GB
Model Architecture:
Llama-2 by Meta
Input Output 
Input Format:
ShareGPT/Vicuna format v1.1
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Fine-tuning of the prompt can improve performance.
LLM NameCode 290K 13B
Repository 🤗https://huggingface.co/ajibawa-2023/Code-290k-13B 
Model Size13b
Required VRAM26.1 GB
Updated2025-09-23
Maintainerajibawa-2023
Model Typellama
Model Files  8.6 GB: 1-of-4   8.5 GB: 2-of-4   8.5 GB: 3-of-4   0.5 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-nd-4.0
Context Length4096
Model Max Length4096
Transformers Version4.28.1
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Quantized Models of the Code 290K 13B

Model
Likes
Downloads
VRAM
Code 290K 13B GGUF163974 GB
Code 290K 13B AWQ577 GB
Code 290K 13B GPTQ367 GB

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Rank the Code 290K 13B 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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Release v20241124
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