Nanbeige/Nanbeige4.3-33B

text-generation model by Nanbeige

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In Nanbeige4.3, we take a foundational step toward pushing the boundaries of lightweight agents. Our strategy centers on building a high-capacity teacher agent first, which will subsequently anchor the distillation of advanced agentic capabilities into smaller models. To this end, we first introduce Nanbeige4.3-33B, designed as the flagship teacher model for the Nanbeige4.3 series. Delivering state-of-the-art agentic performance among open models in the 30B parameter class, Nanbeige4.3-33B excels at complex coding and professional cowork tasks. It not only offers a powerful, cost-effective option for immediate real-world deployment, but also lays the necessary foundation to power our upcoming small model distillation pipeline (e.g., for Nanbeige4.3-3B). We compare Nanbeige4.3-33B with recently released frontier models at around the 30B-parameter scale: Qwen3.8-27B, Muse-Glimmer-30B, and Gemma4-31B. All models are evaluated at their highest thinking effort. For each benchmark, we use the same inference hyperparameters and harness across models. 1 Nanbeige4.3-33B is evaluated with preservethinking=true in…

Nanbeige/Nanbeige4.3-33B on Hugging Face A short preview, not the full document.

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Inside the original model card — Document outline
  1. 1. Introduction
  2. 2. Model Performance
  3. 3. Quickstart
  4. Transformers
  5. SGLang
  6. vLLM
  7. 4. Contact
  8. 5. Citation

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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

Nanbeige/Nanbeige4.3-33B is a text-generation model repository published by Nanbeige on Hugging Face. The source reports the transformers library.

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Model facts

Task
text-generation
Library
transformers
Recent downloads (30 days)
13,832
Cumulative likes
921
Hugging Face trending score
808
Reported safetensors parameters
33,118,977,024
Architecture
LlamaForCausalLM
License
apache-2.0
Access
Not gated by Hugging Face
Created
2026-10-24T02:49:18.000Z
Last modified
2026-10-28T01:59:01.000Z

Compatibility and lineage

Reported languages: en, zh

Reported base models: Nanbeige/Nanbeige4.3-33B-Base

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

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Source: Hugging Face Hub. Metadata observed 2026-11-01T06:49:30.141Z. Daily imports are snapshots, not real-time monitoring.

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