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Qwen2.5-7B-Instruct-TIC
isiroai/Qwen2.5-7B-Instruct-TIC
Qwen2.5-7B-Instruct-TIC is a text generation model from isiroai. Use it when you need the model to write or continue text. The card lists the license as apache-2.0.
Bit-exact lossless .tic compression of Qwen/Qwen2.5-7B-Instruct.
All-time downloads
24
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Repo size
10.9 GB
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0
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Repo makeup
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.tic10.9 GB · 100%
At a glance
- Task
- Text Generation
- License
- apache-2.0
- Model type
- qwen2
- Access
- Public
- Created
- Aug 11, 2026
- Updated
- Aug 11, 2026
- SHA
- 88f510e3
Try a prompt
Model card
From the Hugging Face model README
Qwen2.5-7B-Instruct TIC
Bit-exact lossless .tic compression of Qwen/Qwen2.5-7B-Instruct.
Same weights. No quantization.
| Precision | BF16 |
| Raw weights | 15.23 GB |
.tic weights | 10.86 GB (28.7% savings) |
Benchmarks
Capacity-primary A/B (eager, RTX 5090): published report
benchmarks/qwen2.5-7b-instruct/rtx-5090/report.md.
Methodology: benchmarks README.
Run
# Install
curl -fsSL https://isiro.ai/install.sh | sh
# Download .tic bundle
pip install -U huggingface_hub
hf download isiroai/Qwen2.5-7B-Instruct-TIC --local-dir Qwen2.5-7B-Instruct-TIC
# Serve (vLLM supported today)
isiro serve Qwen2.5-7B-Instruct-TIC --target vllm
Install options · Serve docs · Compile your own
Verify
Bit-exact checks. Hash manifest: model.tic.manifest.json.
# Confirm .tic integrity via the hash manifest
isiro verify Qwen2.5-7B-Instruct-TIC
# Optional: confirm .tic weights match the raw weights (requires compiler)
hf download Qwen/Qwen2.5-7B-Instruct --local-dir Qwen2.5-7B-Instruct
isiro verify Qwen2.5-7B-Instruct-TIC -r Qwen2.5-7B-Instruct
License
Weights: same license as Qwen/Qwen2.5-7B-Instruct (Apache-2.0).
.tic, ISIRO Runtime, and Compiler: ISIRO EULA.
- Task
- Text Generation
- Type
- qwen2
- License
- apache-2.0
- Languages
- en
- Created
- Aug 11, 2026
- Updated
- Aug 11, 2026