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IQuest Coder V1 40B Loop Instruct by IQuestLab

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IQuest Coder V1 40B Loop Instruct is an open-source language model by IQuestLab. Features: 40b LLM, VRAM: 80.1GB, Context: 128K, License: other, Instruction-Based, Code Generating, LLM Explorer Score: 0.37.

  Arxiv:2512.13472   Arxiv:2512.22087   Arxiv:2512.23611   Codegen   Conversational   Custom code   En   Instruct   Iquestloopcoder   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/IQuestLab/IQuest-Coder-V1-40B-Loop-Instruct 

IQuest Coder V1 40B Loop Instruct Benchmarks

LLME Score: 0.36629
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
IQuest Coder V1 40B Loop Instruct (IQuestLab/IQuest-Coder-V1-40B-Loop-Instruct)
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IQuest Coder V1 40B Loop Instruct Parameters and Internals

LLM NameIQuest Coder V1 40B Loop Instruct
Repository 🤗https://huggingface.co/IQuestLab/IQuest-Coder-V1-40B-Loop-Instruct 
Model Size40b
Required VRAM80.1 GB
Updated2026-05-11
MaintainerIQuestLab
Model Typeiquestloopcoder
Instruction-BasedYes
Model Files  5.4 GB: 1-of-16   5.3 GB: 2-of-16   5.2 GB: 3-of-16   5.3 GB: 4-of-16   5.2 GB: 5-of-16   5.2 GB: 6-of-16   5.3 GB: 7-of-16   5.2 GB: 8-of-16   5.2 GB: 9-of-16   5.3 GB: 10-of-16   5.2 GB: 11-of-16   5.2 GB: 12-of-16   5.3 GB: 13-of-16   5.2 GB: 14-of-16   5.2 GB: 15-of-16   1.4 GB: 16-of-16
Supported Languagesen
Generates CodeYes
Model ArchitectureIQuestLoopCoderForCausalLM
Licenseother
Context Length131072
Model Max Length131072
Transformers Version4.55.4
Tokenizer ClassIQuestCoderTokenizer
Padding Token<|endoftext|>
Vocabulary Size76800
Torch Data Typebfloat16

Quantized Models of the IQuest Coder V1 40B Loop Instruct

Model
Likes
Downloads
VRAM
...oder V1 40B Loop Instruct 4bit1250622 GB
...oder V1 40B Loop Instruct 6bit27032 GB

Best Alternatives to IQuest Coder V1 40B Loop Instruct

Best Alternatives
Context / RAM
Downloads
Likes
...oder V1 40B Loop Instruct 4bit128K / 22.3 GB50612
...oder V1 40B Loop Instruct 6bit128K / 32.4 GB702

Rank the IQuest Coder V1 40B Loop Instruct 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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