Qwen3 Esper3 Reasoning CODER Instruct 21B Brainstorm20x 128K Ctx by DavidAU

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Qwen3 Esper3 Reasoning CODER Instruct 21B Brainstorm20x 128K Ctx is an open-source language model by DavidAU. Features: 14b LLM, VRAM: 84.1GB, Context: 128K, License: apache-2.0, Instruction-Based, Code Generating, LLM Explorer Score: 0.21.

  Arxiv:2401.02415   14b   Analytical   Architect   Autotrain compatible   Aws   Azure Base model:finetune:valiantlab... Base model:valiantlabs/qwen3-1...   Brainstorm   Brainstorm20x   Chat   Cloud   Code   Code generation   Code-instruct   Codegen   Coder   Coding   Conversational   Creative Dataset:sequelbox/raiden-deeps... Dataset:sequelbox/tachibana2-d... Dataset:sequelbox/titanium2.1-...   Dev-ops   Developer   En   Endpoints compatible   Engineer   Esper   Esper-3   Expert   Float32   Gcp   Instruct   Javascript   Jenkins   Merge   Powershell   Problem-solving   Python   Qwen   Qwen-3   Qwen-3-14b   Qwen3   Qwencoder   Rationality   Reasoning   Region:us   Safetensors   Scripting   Sharded   Tensorflow   Terraform   Valiant   Valiant-labs

Qwen3 Esper3 Reasoning CODER Instruct 21B Brainstorm20x 128K Ctx Benchmarks

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 128K Ctx Parameters and Internals

LLM NameQwen3 Esper3 Reasoning CODER Instruct 21B Brainstorm20x 128K Ctx
Repository 🤗https://huggingface.co/DavidAU/Qwen3-Esper3-Reasoning-CODER-Instruct-21B-Brainstorm20x-128k-ctx 
Base Model(s)  Qwen3 14B Esper3   ValiantLabs/Qwen3-14B-Esper3
Model Size14b
Required VRAM84.1 GB
Updated2025-09-23
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 Length131072
Model Max Length131072
Transformers Version4.52.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typefloat32
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than DavidAU/Qwen3-Esper3-Reasoning-CODER-Instruct-21B-Brainstorm20x-128k-ctx.

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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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Release v20260328a