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Code 33B by ajibawa-2023

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Code 33B is an open-source language model by ajibawa-2023. Features: 33b LLM, VRAM: 65.3GB, Context: 2K, License: cc-by-nc-nd-4.0, LLM Explorer Score: 0.12.

  Code Dataset:ajibawa-2023/code-74k-...   En   Endpoints compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/ajibawa-2023/Code-33B 

Code 33B Benchmarks

LLME Score: 0.11904
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Code 33B (ajibawa-2023/Code-33B)
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Code 33B Parameters and Internals

Model Type 
code generation
Use Cases 
Areas:
research, code assistance
Applications:
code generation, programming tutorials
Additional Notes 
Special thanks to the Open Source community and TheBloke for quantized models.
Supported Languages 
en (High proficiency)
Training Details 
Data Sources:
Code-74k-ShareGPT, Python-Code-23k-ShareGPT
Data Volume:
74000 sets of codes, each having 2 conversations
Methodology:
Full fine-tuning with detailed code explanations
Training Time:
6 days & 5 hours for 3 epochs
Hardware Used:
4 x A100 80GB GPUs
Input Output 
Input Format:
Vicuna/ShareGPT format v1.1
LLM NameCode 33B
Repository 🤗https://huggingface.co/ajibawa-2023/Code-33B 
Model Size33b
Required VRAM65.3 GB
Updated2026-03-29
Maintainerajibawa-2023
Model Typellama
Model Files  8.5 GB: 1-of-8   8.6 GB: 2-of-8   8.6 GB: 3-of-8   8.6 GB: 4-of-8   8.6 GB: 5-of-8   8.6 GB: 6-of-8   8.6 GB: 7-of-8   5.2 GB: 8-of-8
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-nd-4.0
Context Length2048
Model Max Length2048
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 33B

Model
Likes
Downloads
VRAM
Code 33B GGUF528013 GB
Code 33B AWQ32417 GB
Code 33B GPTQ21316 GB

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ReflectionCoder DS 33B16K / 67 GB97424
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Deepseek Wizard 33B Slerp16K / 35.3 GB100
ValidateAI 33B Slerp16K / 35.4 GB70
WhiteRabbitNeo 33B V116K / 67 GB97390
Chronos Divergence 33B16K / 65 GB3930
ValidateAI 3 33B Ties16K / 66.5 GB80
ValidateAI 2 33B AT16K / 66.5 GB50
...dy Deepseekcoder 33B V16.1 32K16K / 67.1 GB7680
Note: green Score (e.g. "73.2") means that the model is better than ajibawa-2023/Code-33B.

Rank the Code 33B 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 v20260328a
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