Instructions to use ZefanCai/Open-Jev-9B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use ZefanCai/Open-Jev-9B with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
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Download UPSTREAM.md from ZefanCai/Open-Jev-9B: direct link, hf CLI and curl.
- Browser
- Download file 1.88 kB
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https://huggingface.co/ZefanCai/Open-Jev-9B/resolve/main/UPSTREAM.md
- Command line
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hf download hf://ZefanCai/Open-Jev-9B/UPSTREAM.md
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curl -L -o UPSTREAM.md https://huggingface.co/ZefanCai/Open-Jev-9B/resolve/main/UPSTREAM.md
1.88 kB
| # Qwen attribution and license | |
| Copyright 2026 Alibaba Cloud. | |
| The accompanying `LICENSE` is the exact Apache License 2.0 text retrieved from | |
| [Qwen3.5-2B revision 15852e8](https://huggingface.co/Qwen/Qwen3.5-2B/raw/15852e8c16360a2fea060d615a32b45270f8a8fc/LICENSE). | |
| Its SHA-256 is | |
| `bbedc3fda3305820b977265f01b8619d87570a6739de3a5582c3464840f1e57a`. | |
| The same bytes were independently verified for all three selected revisions: | |
| | Upstream model | Fixed revision | | |
| | --- | --- | | |
| | Qwen/Qwen3.5-2B | `15852e8c16360a2fea060d615a32b45270f8a8fc` | | |
| | Qwen/Qwen3.5-9B | `c202236235762e1c871ad0ccb60c8ee5ba337b9a` | | |
| | Qwen/Qwen3.8-27B | `1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0` | | |
| See [the source audit](https://github.com/Zefan-Cai/Open-Jev-Dev/blob/main/docs/model-provenance.md) for the fixed README, | |
| license and revision-API evidence. The inspected inventories contain no | |
| upstream `NOTICE` file; notices in additional bundled artifacts still apply. | |
| Open-Jev modifies the upstream model by training LoRA adapters and a scalar | |
| decision head, initially derived from the upstream Yes-minus-No embedding | |
| rows. Its published inference artifacts require the exact corresponding | |
| upstream weights and the Open-Jev loader. They are not unmodified Qwen models, | |
| standard text-generation checkpoints, or a reproduction of private Jev weights. | |
| The checkpoint packaging tool applies Apache-2.0 to its inference weight | |
| package and retains the upstream copyright and terms. Original Open-Jev source | |
| code remains under the repository MIT license, which is included separately | |
| when packaging. The generated data's CC0 markers do not license model weights. | |
| No checkpoint has been published merely by adding this notice or the packaging | |
| tool; an actual package must name its model revision, training run and measured | |
| results. No endorsement by Alibaba Cloud, the Qwen Team or TypeSafe is implied. | |