Full Dataset Instruction V4 by PirxTion

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  Arxiv:2305.18290   Autotrain compatible Base model:finetune:pirxtion/f... Base model:pirxtion/full-datas...   Conversational   Dpo   Endpoints compatible   Generated from trainer   Instruct   Qwen3   Region:us   Safetensors   Trl   Unsloth

Full Dataset Instruction V4 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Full Dataset Instruction V4 (PirxTion/full-dataset-instruction-v4)
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Full Dataset Instruction V4 Parameters and Internals

LLM NameFull Dataset Instruction V4
Repository ๐Ÿค—https://huggingface.co/PirxTion/full-dataset-instruction-v4 
Model Namefull-dataset-instruction-v4
Base Model(s)  PirxTion/full-dataset-instruction-v3   PirxTion/full-dataset-instruction-v3
Model Size596m
Required VRAM1.2 GB
Updated2025-06-14
MaintainerPirxTion
Model Typeqwen3
Instruction-BasedYes
Model Files  1.2 GB   0.0 GB
Model ArchitectureQwen3ForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.52.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|vision_pad|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Rank the Full Dataset Instruction V4 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124