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metadata
license: apache-2.0
language:
  - en
  - zh
base_model:
  - Qwen/Qwen3-8B
tags:
  - deep-research
  - qwen3
  - sft
  - rl
  - agent
  - web-search
library_name: transformers
pipeline_tag: text-generation

QREF — Deep-Research Agent (Qwen3-8B SFT + RL)

Final checkpoints of our deep-research / web-agent pipeline, built on top of Qwen3-8B.

Subfolder Stage Training step
SFT/ Supervised Fine-Tuning global_step = 1099
RL/ Reinforcement Learning global_step = 166

Both checkpoints share the same architecture (Qwen3ForCausalLM, bfloat16) and tokenizer as the base model.

License

Apache-2.0, following the base model's license.