Instruction-tuned 32B Qwen2.5
According to the model card, this is the instruction-tuned 32B Qwen2.5 model covering pretraining and post-training stages, within a series ranging from 0.5B to 72B parameters.
Open Source Model Profile · Qwen
Qwen2.5-32B-Instruct
Qwen2.5-32B-Instruct is a 32.76B-parameter Qwen2 instruction-tuned text-generation model from Qwen with documented 128K-token context support.
- Publisher
- Qwen
- Task
- text-generation
- Model type
- qwen2
- License
- apache-2.0
- Library
- transformers
- Publication status
- Accepted · not indexed
Model overview
Qwen2.5-32B-Instruct is published by Qwen as an instruction-tuned Qwen2 text-generation model. The captured configuration identifies Qwen2ForCausalLM and Safetensors metadata reports 32,763,876,352 parameters. According to the model card, it belongs to the Qwen2.5 series with stronger coding, mathematics, instruction-following, and long-context behavior.
Recorded capabilities
131K-token context record
According to the model card, context reaches 131,072 tokens with up to 8,192 tokens of generation.
Structured-output instruction behavior
According to the model card, the model handles structured data such as tables and generates structured outputs including JSON, with 64 layers and grouped-query attention using 40 Q heads and 8 KV heads.
Documented chat and vLLM use
According to the model card, a chat-template snippet and a vLLM documentation reference are provided for deployment.
Use cases in the source record
- Instruction-following chat and long-text generation using the documented chat-template workflow.
- Structured-output and role-play chatbot work using the card's documented JSON generation and system-prompt handling.
Limitations and unknowns
- No evaluation results were extracted from this record.
- GPU-memory and throughput detail is referenced only as an external link in the model card and was not extracted.
- Provider state is historical snapshot data, not independently refreshed current availability.
Source and provenance
Source: Qwen/Qwen2.5-32B-Instruct
Captured: Unknown. Processed: 2026-09-07T19:34:35.999185+00:00.
Qwen2.5-32B-Instruct Introduction Qwen2.5 is the latest series of Qwen large language models. For Qwen2.5, we release a number of base language models and instruction-tuned language models ranging from 0.5 to 72 billion parameters. Qwen2.5 brings the following improvements upon Qwen2: Significantly more knowledge and has greatly improved capabilities in coding and mathematics , thanks to our specialized expert models in these domains. Significant improvements in instruction following , generating long texts (over 8K tokens), understanding structured data (e.g, tables), and generating structured outputs especially JSON. More resilien…
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