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Qwen3 Instruct F16 6B Brainstorm20x by DavidAU

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  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: 0.24085
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
Updated2025-09-22
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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...wen3 4B Instruct 2507 Sft Full256K / 8.1 GB50
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...wen3 4B Toolcalling Gguf Codex256K / 4.3 GB59413
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...B Toolcall Gguf Llamacpp Codex256K / 4.3 GB822
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  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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