Crow 4B Opus 4.6 Distill Heretic Qwen3.5 by Crownelius

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Crow 4B Opus 4.6 Distill Heretic Qwen3.5 is an open-source language model by Crownelius. Features: 4b LLM, VRAM: 0.3GB, Quantized, Instruction-Based, Code Generating, LLM Explorer Score: 0.32.

  Adapter   Agent Base model:quantized:qwen/qwen...   Base model:qwen/qwen3.5-4b   Codegen   Conversational Dataset:crownelius/creative wr... Dataset:crownelius/opus-4.6-re... Dataset:crownelius/opus4.6-no-... Dataset:crownelius/pony-alpha-... Dataset:huggingfaceh4/llava-in...   Dataset:m-a-p/code-feedback Dataset:misterkerns/my-persona... Dataset:peteromallet/dataclaw-... Dataset:peteromallet/my-person... Dataset:reedmayhew/gemini-3.1-... Dataset:reedmayhew/littlemonst... Dataset:roman1111111/gemini-3-... Dataset:tandevllc/hacking-tric...   Dataset:teichai/pony-alpha-15k Dataset:withinusai/python god ...   Endpoints compatible   Finetuned   Gguf   Instruct   Lora   Quantized   Qwen3 5   Region:us   Safetensors

Crow 4B Opus 4.6 Distill Heretic Qwen3.5 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Crow 4B Opus 4.6 Distill Heretic Qwen3.5 Parameters and Internals

LLM NameCrow 4B Opus 4.6 Distill Heretic Qwen3.5
Repository 🤗https://huggingface.co/Crownelius/Crow-4B-Opus-4.6-Distill-Heretic_Qwen3.5 
Base Model(s)  tvall43/Qwen3.5-4B-heretic   Qwen/Qwen3.5-4B   tvall43/Qwen3.5-4B-heretic   Qwen/Qwen3.5-4B
Model Size4b
Required VRAM0.3 GB
Updated2026-05-11
MaintainerCrownelius
Instruction-BasedYes
Model Files  8.4 GB   2.7 GB   3.1 GB   4.5 GB   0.3 GB   9.1 GB
GGUF QuantizationYes
Quantization Typegguf
Generates CodeYes
Model ArchitectureAdapter
Model Max Length262144
Is Biasednone
Tokenizer ClassTokenizersBackend
Padding Token<|vision_pad|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modules(|?|:|.|*|?|(|?|:|v|i|s|i|o|n|||i|m|a|g|e|||v|i|s|u|a|l|||p|a|t|c|h|||l|a|n|g|u|a|g|e|||t|e|x|t|)|.|*|?|(|?|:|s|e|l|f|_|a|t|t|n|||a|t|t|e|n|t|i|o|n|||a|t|t|n|||m|l|p|||f|e|e|d|_|f|o|r|w|a|r|d|||f|f|n|||d|e|n|s|e|)|.|*|?|(|?|:|q|k|v|||p|r|o|j|||l|i|n|e|a|r|_|f|c|1|||l|i|n|e|a|r|_|f|c|2|||o|u|t|_|p|r|o|j|||i|n|_|p|r|o|j|_|q|k|v|||i|n|_|p|r|o|j|_|z|||i|n|_|p|r|o|j|_|b|||i|n|_|p|r|o|j|_|a|||g|a|t|e|_|p|r|o|j|||u|p|_|p|r|o|j|||d|o|w|n|_|p|r|o|j|||q|_|p|r|o|j|||k|_|p|r|o|j|||v|_|p|r|o|j|||o|_|p|r|o|j|)|.|*|?|)|||(|?|:|\|b|m|o|d|e|l|\|.|l|a|y|e|r|s|\|.|[|\|d|]|{|1|,|}|\|.|(|?|:|s|e|l|f|_|a|t|t|n|||a|t|t|e|n|t|i|o|n|||a|t|t|n|||m|l|p|||f|e|e|d|_|f|o|r|w|a|r|d|||f|f|n|||d|e|n|s|e|)|\|.|(|?|:|(|?|:|q|k|v|||p|r|o|j|||l|i|n|e|a|r|_|f|c|1|||l|i|n|e|a|r|_|f|c|2|||o|u|t|_|p|r|o|j|||i|n|_|p|r|o|j|_|q|k|v|||i|n|_|p|r|o|j|_|z|||i|n|_|p|r|o|j|_|b|||i|n|_|p|r|o|j|_|a|||g|a|t|e|_|p|r|o|j|||u|p|_|p|r|o|j|||d|o|w|n|_|p|r|o|j|||q|_|p|r|o|j|||k|_|p|r|o|j|||v|_|p|r|o|j|||o|_|p|r|o|j|)|)|)
LoRA Alpha32
LoRA Dropout0
R Param32
Errorsreplace

Rank the Crow 4B Opus 4.6 Distill Heretic Qwen3.5 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