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Qwen3 Instruct F16 6B Brainstorm20x by DavidAU

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Qwen3 Instruct F16 6B Brainstorm20x is an open-source language model by DavidAU. Features: 4b LLM, VRAM: 11.9GB, Context: 40K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.21.

  Arxiv:2309.00071   Arxiv:2401.02415   Autotrain compatible Base model:finetune:qwen/qwen3...   Base model:qwen/qwen3-4b   Brainstorm   Brainstorm20x   Chat   Code   Code generation   Codegen   Coder   Coding   Conversational   En   Endpoints compatible   Fp16   Instruct   Merge   Quantized   Qwen   Qwen3   Qwencoder   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/DavidAU/Qwen3-Instruct-F16-6B-Brainstorm20x 

Qwen3 Instruct F16 6B Brainstorm20x Benchmarks

LLME Score: 0.20736
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen3 Instruct F16 6B Brainstorm20x (DavidAU/Qwen3-Instruct-F16-6B-Brainstorm20x)
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Qwen3 Instruct F16 6B Brainstorm20x Parameters and Internals

LLM NameQwen3 Instruct F16 6B Brainstorm20x
Repository 🤗https://huggingface.co/DavidAU/Qwen3-Instruct-F16-6B-Brainstorm20x 
Base Model(s)  Qwen/Qwen3-4B   Qwen/Qwen3-4B
Model Size4b
Required VRAM11.9 GB
Updated2025-09-29
MaintainerDavidAU
Model Typeqwen3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   1.9 GB: 3-of-3
Supported Languagesen
Quantization Typefp16
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.52.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typefloat16
Errorsreplace

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...Instruct 2507 Unsloth Bnb 4bit256K / 3.5 GB18992014
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Fact Extractor Dev 1b256K / 8.1 GB2350
Jan V3 4B Base Instruct 4bit256K / 2.3 GB7502
...wen3 4B Instruct 2507 Bnb 4bit256K / 2.6 GB60914
Jan V3 4B Base Instruct 8bit256K / 4.3 GB733
...4B Instruct 2507 4bit DWQ 2510256K / 2.3 GB1612
Qwen3 4B Instruct 2507 8bit256K / 4.3 GB854
...wen3 4B Instruct 2507 Sft Full256K / 8.1 GB50
Qwen3 4B Instruct 2507256K / 8.1 GB1473674320
Note: green Score (e.g. "73.2") means that the model is better than DavidAU/Qwen3-Instruct-F16-6B-Brainstorm20x.

Rank the Qwen3 Instruct F16 6B Brainstorm20x 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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