Instructions to use Ailiance-fr/devstral-cpp-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Ailiance-fr/devstral-cpp-lora with PEFT:
Task type is invalid.
- MLX
How to use Ailiance-fr/devstral-cpp-lora with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # if on a CUDA device, also pip install mlx[cuda] # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("Ailiance-fr/devstral-cpp-lora") prompt = "Once upon a time in" text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps
- LM Studio
- MLX LM
How to use Ailiance-fr/devstral-cpp-lora with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Generate some text mlx_lm.generate --model "Ailiance-fr/devstral-cpp-lora" --prompt "Once upon a time"
docs: link to ailiance-bench v0.2 scoreboard
Browse files
README.md
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| 2026-05-06 | v0.4.1 | Self-contained EU AI Act card (per-adapter dataset table, PII statement, contact) |
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| 2026-05-06 | v0.4.2 | PST-aligned (Commission template structure, Sections §1–4) |
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| 2026-05-06 | **v0.4.3** | **PST-verbatim** — section labels and field names reproduced from the official Commission template (PDF 2025-07-24, English version). |
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| 2026-05-06 | v0.4.1 | Self-contained EU AI Act card (per-adapter dataset table, PII statement, contact) |
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| 2026-05-06 | v0.4.2 | PST-aligned (Commission template structure, Sections §1–4) |
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| 2026-05-06 | **v0.4.3** | **PST-verbatim** — section labels and field names reproduced from the official Commission template (PDF 2025-07-24, English version). |
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## Validated in `ailiance/ailiance-bench` v0.2
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This model is referenced in the [Ailiance benchmark suite](https://github.com/ailiance/ailiance-bench)
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(Phase 6 scoreboard, 7-task hardware-design evaluation).
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See the full scoreboard:
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[ailiance-bench README#scoreboard-lora-phase-6](https://github.com/ailiance/ailiance-bench#scoreboard-lora-phase-6--2026-05-11).
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