Usage (vLLM)
The checkpoint is language-model-only (no vision weights). vLLM detects the compressed-tensors FP8 config automatically.
vllm serve auttasak88/AgentWorld-35B-A3B-Heretic-FP8 \
--tensor-parallel-size 2 --language-model-only \
--max-model-len 8192 --max-num-seqs 64
- Keep
--max-num-seqs ≤ ~120 — the linear-attention (GatedDeltaNet) layers use a Mamba-style cache, and a too-high value fails CUDA-graph capture (max_num_seqs exceeds Mamba cache blocks).
- On Ampere, if the FP8 GEMM kernel needs runtime compilation, add the CUDA
nvrtc lib dir to LD_LIBRARY_PATH, or force the Marlin FP8 kernel with VLLM_TEST_FORCE_FP8_MARLIN=1.
License & attribution
Apache-2.0, inheriting the base model. Abliteration by Heretic; FP8 by llm-compressor; base model by the Qwen team (Qwen/Qwen-AgentWorld-35B-A3B).