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Qwen3 Coder 53B A3B Instruct TOTAL RECALL V2 MASTER CODER L by DavidAU

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  Arxiv:2401.02415   10 active experts   128 experts   256k context   Autotrain compatible Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-coder-30...   Brainstorm   Brainstorm 40x   Chat   Code   Code generation   Codegen   Codeqwen   Coder   Coding   Conversational   De   En   Endpoints compatible   Finetuned   Fr   Instruct   Mixture of experts   Moe   Optional thinking   Qwen   Qwen-coder   Qwen2   Qwen3   Qwen3-30b-a3b   Qwen3-coder-30b-a3b-instruct   Qwen3 moe   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/DavidAU/Qwen3-Coder-53B-A3B-Instruct-TOTAL-RECALL-v2-MASTER-CODER-L 

Qwen3 Coder 53B A3B Instruct TOTAL RECALL V2 MASTER CODER L Benchmarks

LLME Score: 0.25721
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen3 Coder 53B A3B Instruct TOTAL RECALL V2 MASTER CODER L (DavidAU/Qwen3-Coder-53B-A3B-Instruct-TOTAL-RECALL-v2-MASTER-CODER-L)
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Qwen3 Coder 53B A3B Instruct TOTAL RECALL V2 MASTER CODER L Parameters and Internals

LLM NameQwen3 Coder 53B A3B Instruct TOTAL RECALL V2 MASTER CODER L
Repository 🤗https://huggingface.co/DavidAU/Qwen3-Coder-53B-A3B-Instruct-TOTAL-RECALL-v2-MASTER-CODER-L 
Base Model(s)  Qwen3 Coder 30B A3B Instruct   Qwen/Qwen3-Coder-30B-A3B-Instruct
Model Size30b
Required VRAM106 GB
Updated2025-09-23
MaintainerDavidAU
Model Typeqwen3_moe
Instruction-BasedYes
Model Files  5.0 GB: 1-of-22   5.0 GB: 2-of-22   5.0 GB: 3-of-22   5.0 GB: 4-of-22   5.0 GB: 5-of-22   5.0 GB: 6-of-22   5.0 GB: 7-of-22   5.0 GB: 8-of-22   5.0 GB: 9-of-22   5.0 GB: 10-of-22   5.0 GB: 11-of-22   5.0 GB: 12-of-22   5.0 GB: 13-of-22   5.0 GB: 14-of-22   5.0 GB: 15-of-22   5.0 GB: 16-of-22   5.0 GB: 17-of-22   5.0 GB: 18-of-22   5.0 GB: 19-of-22   5.0 GB: 20-of-22   5.0 GB: 21-of-22   1.0 GB: 22-of-22
Supported Languagesen fr zh de
Generates CodeYes
Model ArchitectureQwen3MoeForCausalLM
Licenseapache-2.0
Context Length262144
Model Max Length262144
Transformers Version4.52.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typefloat16
Errorsreplace

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Context / RAM
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Note: green Score (e.g. "73.2") means that the model is better than DavidAU/Qwen3-Coder-53B-A3B-Instruct-TOTAL-RECALL-v2-MASTER-CODER-L.

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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