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GRMR V3 Q4B by qingy2024

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  Arxiv:2505.09388   Autotrain compatible Base model:finetune:unsloth/qw... Base model:unsloth/qwen3-4b-ba...   Conversational   En   Endpoints compatible   Qwen   Qwen3   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/qingy2024/GRMR-V3-Q4B 

GRMR V3 Q4B Benchmarks

LLME Score: 0.2996
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
GRMR V3 Q4B (qingy2024/GRMR-V3-Q4B)
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GRMR V3 Q4B Parameters and Internals

LLM NameGRMR V3 Q4B
Repository 🤗https://huggingface.co/qingy2024/GRMR-V3-Q4B 
Base Model(s)  Qwen3 4B Base   unsloth/Qwen3-4B-Base
Model Size4b
Required VRAM8.1 GB
Updated2025-06-14
Maintainerqingy2024
Model Typeqwen3
Model Files  5.0 GB: 1-of-2   3.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.52.4
Tokenizer ClassQwen2Tokenizer
Padding Token<|vision_pad|>
Vocabulary Size151673
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to GRMR V3 Q4B

Best Alternatives
Context / RAM
Downloads
Likes
Qwen3 Embedding 4B40K / 8.1 GB2380060
Qwen3 Reranker 4B40K / 8.1 GB758854
Qwen3 4B FP840K / 5.2 GB3638122
Qwen3 4B40K / 8.1 GB180905
Chinda Qwen3 4B40K / 8.1 GB27210
Qwen3 4B Esper340K / 16.1 GB15098
Qwen3 4B Abliterated40K / 8.1 GB138313
...iefied Qwen3 4B Abliterated V140K / 8.1 GB124310
Bootes Qwen3 Coder Reasoning40K / 8.1 GB11572
Lacaille MoT 4B Supreme240K / 8.1 GB742
Note: green Score (e.g. "73.2") means that the model is better than qingy2024/GRMR-V3-Q4B.

Rank the GRMR V3 Q4B 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  
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Multi-Language Support and Translation  

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Release v20241124
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