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Qwen3.6-35B-A3B-PARO-full4096-e5
shisa-ai/Qwen3.6-35B-A3B-PARO-full4096-e5
Qwen3.6-35B-A3B-PARO-full4096-e5 is a text generation model from shisa-ai. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
This is the original ParoQuant export for Qwen/Qwen3.6-35B-A3B, using the full4096-e5 calibration run.
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.safetensors23.3 GB · 100%
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Model card
From the Hugging Face model README
Qwen3.6-35B-A3B PARO full4096-e5 — legacy/original format
This is the original ParoQuant export for Qwen/Qwen3.6-35B-A3B, using the full4096-e5 calibration run.
- Format: legacy/original ParoQuant safetensors export
- Quantization: W4A16 ParoQuant,
bits=4,group_size=128,krot=8 model.safetensors: 23,284,714,104 bytes- Artifact BPW: 5.3222 using a 35B denominator
- Contains the original duplicate fp16
.weightfallback tensors for modules that also have.qweight
A fully packed version with those duplicate fallback tensors removed is available separately at:
Quality reference
Canonical tx4/quality3 evaluation against the original BF16 HF model:
| Model | PPL ↓ | ΔNLL ↓ | KL nats ↓ | Top-1 % ↑ |
|---|---|---|---|---|
| PARO full4096-e5 | 6.6216 | +0.009506 | 0.034684 | 92.000 |
Notes
This artifact requires a ParoQuant-compatible loader/runtime; it is not a plain unquantized Transformers checkpoint.
- Task
- Text Generation
- Library
- transformers
- Type
- qwen3_5_moe
- License
- apache-2.0
- Created
- May 16, 2026
- Updated
- May 16, 2026