Luciole
LinagoraLuciole is Linagora and OpenLLM-France's fully open French-English model family and the successor to Lucie, released at 1B, 8B and 23B in base and instruct forms. The weights ship with a 4.65-trillion-token training dataset drawn from openly licensed corpora, the training pipeline and training checkpoints. Base models are pretrained on about 5 trillion tokens, roughly 42 percent English and 30 percent French alongside six other languages.
Openness
5 high confidence- weights
- open(Apache-2.0, safetensors on HF for 1B/8B/23B base + Instruct-1.1)
- data
- open(Luciole-Training-Dataset on HF, ~4.65T tokens, "only corpora under open licenses")
- code
- open(Luciole-Training pretraining + data-processing pipeline on GitHub, GPL-3.0)
- checkpoints
- open(intermediate + final pretraining checkpoints released)
- license
- Apache-2.0(OSI)
Luciole ships Apache-2.0 weights with its full training stack, including the CC-BY-SA-4.0 Luciole-Training-Dataset of openly licensed corpora, a GPL-3.0 training pipeline, and checkpoints from every training phase that the model card links on Linagora's download server. Unlike Lucie, whose whole corpus was non-commercial, the corpus license permits commercial reuse, though a few bundled sources such as the Claire dialogue sets keep their own non-commercial terms.
- https://api.github.com/repos/OpenLLM-France/Luciole-Training recorded 2026-08-13
`private: false`, `archived: false`, license `GPL-3.0`, last pushed 2026-07-31 - the pretraining and data-processing pipeline for the Luciole series.
- https://github.com/OpenLLM-France/Luciole-Training recorded 2026-08-13
training pipeline for the Luciole series — data prep, training recipe, and configs (GPL-3.0)
- https://huggingface.co/api/datasets/OpenLLM-France/Luciole-Training-Dataset recorded 2026-09-29
Hugging Face API record for the pretraining corpus, "Data card for The Luciole Training Dataset", tagged "license:cc-by-sa-4.0"; gated and private are both false.
- https://huggingface.co/api/models/OpenLLM-France/Luciole-23B-Base recorded 2026-09-29
Hugging Face API record tagged "license:apache-2.0" and "dataset:OpenLLM-France/Luciole-Training-Dataset", with weight shards such as "model-00001-of-00010.safetensors"; gated and private are false.
- https://huggingface.co/api/models/OpenLLM-France/Luciole-23B-Base/refs recorded 2026-09-29
Refs listing for OpenLLM-France/Luciole-23B-Base: a single branch, main, at commit "afda379f76a5a50ec726cfb93a3eb52c5fd2c963", with an empty tags list. Searched for step or phase revision branches: none.
- https://huggingface.co/collections/OpenLLM-France/luciole-llm recorded 2026-09-29
Official collection "Luciole LLM - a OpenLLM-France Collection" listing OpenLLM-France/Luciole-1B-Base, OpenLLM-France/Luciole-8B-Base, OpenLLM-France/Luciole-23B-Base, their Instruct-1.1 versions with FP8 and GGUF variants, and "OpenLLM-France/Luciole-Training-Dataset".
- https://huggingface.co/datasets/OpenLLM-France/Luciole-Training-Dataset recorded 2026-09-29
Dataset page: "The Luciole Training Dataset contains only corpora under open licenses" and "The full dataset contains around 4.65 trillion tokens of multilingual data"; the embedded repo data records gated as false. The same card notes some English web subsets are hosted on an external server and that OpenMathInstruct-1 is shared "under an Nvidia license".
- https://huggingface.co/datasets/OpenLLM-France/Luciole-Training-Dataset/raw/main/README.md recorded 2026-09-29
Raw dataset card: front matter "license: cc-by-sa-4.0"; "The Luciole Training Dataset contains only corpora under open licenses". Its source list also names the Claire dialogue sets with "License: CC BY-NC-SA 4.0" and says the English web subsets "can instead be downloaded from our external server".
- https://huggingface.co/OpenLLM-France/Luciole-23B-Base recorded 2026-09-29
Model page: "Intermediate checkpoints are released under dedicated revision tags at regular intervals throughout training", with "All checkpoints are available at:" the dl.labs.linagora.com mirror; the embedded repo data records gated as false. Searched for agree to share and access request: none.
- https://huggingface.co/OpenLLM-France/Luciole-23B-Base/raw/main/LICENSE.md recorded 2026-09-29
LICENSE.md in the model repo carries the Apache License 2.0: "title: Apache License 2.0", "spdx-id: Apache-2.0".
- https://huggingface.co/OpenLLM-France/Luciole-23B-Base/raw/main/README.md recorded 2026-09-29
Raw base model card: front matter "license: apache-2.0"; "The training code is available at" the Luciole-Training GitHub repository; "All checkpoints are available at:" the Linagora download server, with per-phase links from "phase1-step0001000" through "phase5-context-extension-131k-step0011920". The card also says checkpoints sit under revision tags, but the Hub refs listing shows only main.
- https://huggingface.co/OpenLLM-France/Luciole-23B-Instruct-1.1 recorded 2026-09-29
Model page: "Luciole-23B-Instruct-1.1 is a fine-tuned and aligned version of" Luciole-23B-Base; the card lists the license as "Apache 2.0" and the repo tags include "license:apache-2.0" and safetensors; the embedded repo data records gated and private as false. Searched the body for agree to share and access request: none.
Adoption
1 medium confidenceAdoption is measured as Hugging Face downloads summed across six checkpoints spanning the 1B, 8B and 23B sizes in base and instruct form. That total reflects a niche audience for a sovereign French-language model rather than broad usage.
- https://huggingface.co/api/models/OpenLLM-France/Luciole-1B-Base recorded 2026-08-13
693 downloads in the trailing 30 days for OpenLLM-France/Luciole-1B-Base
- https://huggingface.co/api/models/OpenLLM-France/Luciole-1B-Instruct-1.1 recorded 2026-08-13
2,140 downloads in the trailing 30 days for OpenLLM-France/Luciole-1B-Instruct-1.1
- https://huggingface.co/api/models/OpenLLM-France/Luciole-23B-Base recorded 2026-08-13
746 downloads in the trailing 30 days for OpenLLM-France/Luciole-23B-Base
- https://huggingface.co/api/models/OpenLLM-France/Luciole-23B-Instruct-1.1 recorded 2026-08-13
1,266 downloads in the trailing 30 days for OpenLLM-France/Luciole-23B-Instruct-1.1
- https://huggingface.co/api/models/OpenLLM-France/Luciole-8B-Base recorded 2026-08-13
965 downloads in the trailing 30 days for OpenLLM-France/Luciole-8B-Base
- https://huggingface.co/api/models/OpenLLM-France/Luciole-8B-Instruct-1.1 recorded 2026-08-13
1,821 downloads in the trailing 30 days for OpenLLM-France/Luciole-8B-Instruct-1.1
Capability
2 low confidenceLuciole is a multilingual French-English family up to 23B parameters that favors French cultural representation and open data rights over benchmark performance, alongside Lucie-7B and Alia-40b. Its 23B-Base card publishes training-convergence and evaluation curves but no comparison against outside models, so this reading comes from scale and positioning rather than a measured benchmark.
- https://huggingface.co/collections/OpenLLM-France/luciole-llm recorded 2026-08-13
1B / 8B / 23B base + Instruct-1.1 lineup; Instruct trained via SFT + DPO on math, science, coding, chat, RAG, and translation
- https://huggingface.co/OpenLLM-France/Luciole-23B-Base recorded 2026-08-13
23B multilingual base model, ~30% French pretraining data, French/English focus; the card carries training-convergence and evaluation sections but no comparison table against external models
Verified 2026-09-27, except some scores, still awaiting re-confirmation