Checkpoint and files
- The
hf40 tag identifies the paper's 40-update checkpoint. The internal export is numbered hf_39 because update indices start at zero.
- The release contains full model weights in 178 Safetensors shards, the weight index, model configuration, tokenizer, chat template, processor configuration, and the Apache 2.0 license.
- Optimizer states, private training logs, and other checkpoints are not included.
Download
from huggingface_hub import snapshot_download model_dir = snapshot_download( repo_id="joooelw/BEHAVE-27B", revision="hf40",)
Use a model runtime compatible with Qwen3.8-27B and the included configuration and chat template. Reproducing the multi-turn agent evaluation also requires the BEHAVE tool environment and task settings; downloading weights alone does not reproduce those experiments.
Limitations
Generated RTL and reference models can contain errors and require independent verification before use. The model is not a replacement for hardware verification or signoff.
License
Apache 2.0. See LICENSE.