Instructions to use mstrasser/jeff-adapter-code with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use mstrasser/jeff-adapter-code with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
Card: adapter serving is on main of firelex/jeff; note on the recorded training commit
Browse files
README.md
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## How to use it
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The adapter runs with Jeff's server on the
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```bash
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git clone https://github.com/firelex/jeff && cd jeff
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| Base | [mstrasser/jeff-base](https://huggingface.co/mstrasser/jeff-base), revision v1.3 (a fine-tune of Qwen3.5-0.8B) |
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| Prompt layout | live-last
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| LoRA GGUF for llama.cpp | [mstrasser/jeff-adapter-code-gguf](https://huggingface.co/mstrasser/jeff-adapter-code-gguf) |
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- **1.3.0** (2026-10-03): First release, trained on Jeff v1.3 with the live-last prompt layout. Used in Jeff-Code's measured runs with the step threshold at 0.40.
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## How to use it
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The adapter runs with Jeff's server, on the `main` branch of [firelex/jeff](https://github.com/firelex/jeff), on the
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jeff-base **v1.3** base.
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```bash
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git clone https://github.com/firelex/jeff && cd jeff
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| Base | [mstrasser/jeff-base](https://huggingface.co/mstrasser/jeff-base), revision v1.3 (a fine-tune of Qwen3.5-0.8B) |
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| Prompt layout | live-last. Jeff-Code sends the state as plain text, and under live-last a text state keeps the original order: `State`, then `Question`, then `Options`, then the line asking for the letter code |
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| Training code | The `git_commit` recorded in `decision_config.json` is the training machine's copy and was not published. It builds exactly the same prompt as `main` of [firelex/jeff](https://github.com/firelex/jeff) (from commit `6d0d7da`) for a text state and for an object with at least one field; the format is in [docs/v1.3-request-format.md](https://github.com/firelex/jeff/blob/main/docs/v1.3-request-format.md) |
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| LoRA GGUF for llama.cpp | [mstrasser/jeff-adapter-code-gguf](https://huggingface.co/mstrasser/jeff-adapter-code-gguf) |
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- **1.3.0** (2026-10-03): First release, trained on Jeff v1.3 with the live-last prompt layout. Used in Jeff-Code's measured runs with the step threshold at 0.40.
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