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Qwen3 Esper3 Reasoning CODER Instruct 21B Brainstorm20x by DavidAU

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Model Card on HF 🤗: https://huggingface.co/DavidAU/Qwen3-Esper3-Reasoning-CODER-Instruct-21B-Brainstorm20x 

Qwen3 Esper3 Reasoning CODER Instruct 21B Brainstorm20x Benchmarks

LLME Score: 0.27698
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen3 Esper3 Reasoning CODER Instruct 21B Brainstorm20x (DavidAU/Qwen3-Esper3-Reasoning-CODER-Instruct-21B-Brainstorm20x)
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Qwen3 Esper3 Reasoning CODER Instruct 21B Brainstorm20x Parameters and Internals

LLM NameQwen3 Esper3 Reasoning CODER Instruct 21B Brainstorm20x
Repository 🤗https://huggingface.co/DavidAU/Qwen3-Esper3-Reasoning-CODER-Instruct-21B-Brainstorm20x 
Base Model(s)  Qwen3 14B Esper3   ValiantLabs/Qwen3-14B-Esper3
Model Size14b
Required VRAM84.1 GB
Updated2025-07-29
MaintainerDavidAU
Model Typeqwen3
Instruction-BasedYes
Model Files  3.1 GB: 1-of-18   4.8 GB: 2-of-18   4.9 GB: 3-of-18   4.7 GB: 4-of-18   4.9 GB: 5-of-18   4.9 GB: 6-of-18   4.7 GB: 7-of-18   4.9 GB: 8-of-18   4.9 GB: 9-of-18   4.7 GB: 10-of-18   4.7 GB: 11-of-18   5.0 GB: 12-of-18   5.0 GB: 13-of-18   5.0 GB: 14-of-18   5.0 GB: 15-of-18   5.0 GB: 16-of-18   4.7 GB: 17-of-18   3.2 GB: 18-of-18
Supported Languagesen
Generates CodeYes
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.52.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typefloat32
Errorsreplace

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