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Qwen3 Coder 30B A3B Instruct 480B Distill V2 Fp32 by BasedBase

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Qwen3 Coder 30B A3B Instruct 480B Distill V2 Fp32 is an open-source language model by BasedBase. Features: 30b LLM, VRAM: 122.2GB, Context: 256K, License: apache-2.0, Instruction-Based, Code Generating, LLM Explorer Score: 0.23.

  Autotrain compatible Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-coder-30...   Code   Code-generation   Codegen   Conversational   Distillation   En   Endpoints compatible   Instruct   Lora   Lora-merged   Mixture-of-experts   Moe   Qwen   Qwen3 moe   Region:us   Safetensors   Sharded   Svd   Tensorflow
Model Card on HF 🤗: https://huggingface.co/BasedBase/Qwen3-Coder-30B-A3B-Instruct-480B-Distill-V2-Fp32 

Qwen3 Coder 30B A3B Instruct 480B Distill V2 Fp32 Benchmarks

LLME Score: 0.22545
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen3 Coder 30B A3B Instruct 480B Distill V2 Fp32 (BasedBase/Qwen3-Coder-30B-A3B-Instruct-480B-Distill-V2-Fp32)
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Qwen3 Coder 30B A3B Instruct 480B Distill V2 Fp32 Parameters and Internals

LLM NameQwen3 Coder 30B A3B Instruct 480B Distill V2 Fp32
Repository 🤗https://huggingface.co/BasedBase/Qwen3-Coder-30B-A3B-Instruct-480B-Distill-V2-Fp32 
Base Model(s)  Qwen3 Coder 30B A3B Instruct   Qwen/Qwen3-Coder-30B-A3B-Instruct
Model Size30b
Required VRAM122.2 GB
Updated2025-09-23
MaintainerBasedBase
Model Typeqwen3_moe
Instruction-BasedYes
Model Files  8.0 GB: 1-of-16   8.0 GB: 2-of-16   8.0 GB: 3-of-16   8.0 GB: 4-of-16   8.0 GB: 5-of-16   8.0 GB: 6-of-16   8.0 GB: 7-of-16   8.0 GB: 8-of-16   8.0 GB: 9-of-16   8.0 GB: 10-of-16   8.0 GB: 11-of-16   8.0 GB: 12-of-16   8.0 GB: 13-of-16   8.0 GB: 14-of-16   8.0 GB: 15-of-16   2.2 GB: 16-of-16
Supported Languagesen code
Generates CodeYes
Model ArchitectureQwen3MoeForCausalLM
Licenseapache-2.0
Context Length262144
Model Max Length262144
Transformers Version4.52.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
LoRA ModelYes
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Qwen3 Coder 30B A3B Instruct 480B Distill V2 Fp32

Best Alternatives
Context / RAM
Downloads
Likes
...LL MASTER CODER M 1million Ctx1024K / 84.8 GB1726
Qwen3 30B A3B YOYO V3986K / 61.1 GB57
...07 YOYO2 TOTAL RECALL Instruct986K / 84.8 GB271
...07 YOYO2 TOTAL RECALL Instruct986K / 106 GB200
Qwen3 30B A3B YOYO V2986K / 61.1 GB245
Qwen3 Coder 30B A3B Instruct256K / 61.1 GB24066631019
...en3 Coder 30B A3B Instruct FP8256K / 31.2 GB474469180
Qwen3 Coder 30B A3B Instruct256K / 61.1 GB569227
Qwen3 Coder REAP 25B A3B256K / 49.8 GB17182
Qwen3 30B A3B YOYO V6256K / 61.1 GB356
Note: green Score (e.g. "73.2") means that the model is better than BasedBase/Qwen3-Coder-30B-A3B-Instruct-480B-Distill-V2-Fp32.

Rank the Qwen3 Coder 30B A3B Instruct 480B Distill V2 Fp32 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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