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.tic compression of Qwen/Qwen3.8-27B.| Precision | BF16 |
| Raw weights | 55.56 GB |
.tic weights | 39.57 GB (28.8% savings) |
1# Install
2curl -fsSL https://isiro.ai/install.sh | sh
3
4# Download .tic bundle
5pip install -U huggingface_hub
6hf download isiroai/Qwen3.8-27B-TIC --local-dir Qwen3.8-27B-TIC
7
8# Serve (vLLM supported today)
9isiro serve Qwen3.8-27B-TIC --target vllmmodel.tic.manifest.json.1# Confirm .tic integrity via the hash manifest
2isiro verify Qwen3.8-27B-TIC
3
4# Optional: confirm .tic weights match the raw weights (requires compiler)
5hf download Qwen/Qwen3.8-27B --local-dir Qwen3.8-27B
6isiro verify Qwen3.8-27B-TIC -r Qwen3.8-27B.tic, ISIRO Runtime, and Compiler: ISIRO EULA.