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Code 33B GPTQ by TheBloke

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  4-bit   Autotrain compatible Base model:ajibawa-2023/code-3... Base model:quantized:ajibawa-2...   Code Dataset:ajibawa-2023/code-74k-...   En   Gptq   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Code-33B-GPTQ 

Code 33B GPTQ Benchmarks

LLME Score: 0.12872
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Code 33B GPTQ (TheBloke/Code-33B-GPTQ)
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Code 33B GPTQ Parameters and Internals

Model Type 
text generation, code generation
Supported Languages 
en (fluent)
Training Details 
Data Sources:
Code-74k-ShareGPT
Training Time:
6 days & 5 hours
Hardware Used:
4 x A100 80GB
LLM NameCode 33B GPTQ
Repository 🤗https://huggingface.co/TheBloke/Code-33B-GPTQ 
Model NameCode 33B
Model CreatorFeynman Innovations
Base Model(s)  Code 33B   ajibawa-2023/Code-33B
Model Size33b
Required VRAM16.9 GB
Updated2025-08-21
MaintainerTheBloke
Model Typellama
Model Files  16.9 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-nd-4.0
Context Length2048
Model Max Length2048
Transformers Version4.36.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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... 33B Gpt4 1 4 SuperHOT 8K GPTQ8K / 16.9 GB1626
Sorceroboros 33B S2a4 Gptq8K / 17.6 GB133
...icuna 33B 1 3 SuperHOT 8K GPTQ8K / 16.9 GB1527
...Combined Data SuperHOT 8K GPTQ8K / 18.1 GB154
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Code-33B-GPTQ.

Rank the Code 33B 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 v20241124
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