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Tongyi DeepResearch 30B A3B by Alibaba-NLP

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  Autotrain compatible   Conversational   En   Endpoints compatible   Qwen3 moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Alibaba-NLP/Tongyi-DeepResearch-30B-A3B 

Tongyi DeepResearch 30B A3B Benchmarks

LLME Score: 0.48339
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Tongyi DeepResearch 30B A3B (Alibaba-NLP/Tongyi-DeepResearch-30B-A3B)
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Tongyi DeepResearch 30B A3B Parameters and Internals

LLM NameTongyi DeepResearch 30B A3B
Repository 🤗https://huggingface.co/Alibaba-NLP/Tongyi-DeepResearch-30B-A3B 
Model Size30b
Required VRAM61.1 GB
Updated2025-09-17
MaintainerAlibaba-NLP
Model Typeqwen3_moe
Model Files  4.0 GB: 1-of-16   4.0 GB: 2-of-16   4.0 GB: 3-of-16   4.0 GB: 4-of-16   4.0 GB: 5-of-16   4.0 GB: 6-of-16   4.0 GB: 7-of-16   4.0 GB: 8-of-16   4.0 GB: 9-of-16   4.0 GB: 10-of-16   4.0 GB: 11-of-16   4.0 GB: 12-of-16   4.0 GB: 13-of-16   4.0 GB: 14-of-16   4.0 GB: 15-of-16   1.1 GB: 16-of-16
Supported Languagesen
Model ArchitectureQwen3MoeForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.51.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than Alibaba-NLP/Tongyi-DeepResearch-30B-A3B.

Rank the Tongyi DeepResearch 30B A3B Capabilities

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Release v20241124
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