chore: rebrand card to Ailiance

README.md

@@ -8,7 +8,7 @@ tags:
   - platformio
   - lora
   - sft
-  - kiki-tuning
+  - ailiance-tuning
 language:
   - en
   - fr
@@ -17,12 +17,12 @@ datasets:
 pipeline_tag: text-generation
 ---
 
-# KIKI PLATFORMIO SFT — LoRA Adapter
+# Ailiance PLATFORMIO SFT — LoRA Adapter
 
 Fine-tuned LoRA adapter for **platformio** domain expertise, based on `Qwen/Qwen3-8B`.
 
-Part of the [KIKI Models Tuning](https://github.com/L-electron-Rare/KIKI-models-tuning) pipeline
-for the [FineFab](https://github.com/L-electron-Rare) platform.
+Part of the [Ailiance Models Tuning](https://github.com/ailiance/ailiance-models-tuning) pipeline
+for the [Ailiance](https://github.com/ailiance) platform.
 
 ## Training Details
 
@@ -42,7 +42,7 @@ from peft import PeftModel
 from transformers import AutoModelForCausalLM, AutoTokenizer
 
 model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-8B", device_map="auto")
-model = PeftModel.from_pretrained(model, "clemsail/kiki-platformio-sft")
+model = PeftModel.from_pretrained(model, "clemsail/ailiance-platformio-sft")
 tokenizer = AutoTokenizer.from_pretrained("Qwen/Qwen3-8B")
 ```
 
@@ -57,17 +57,17 @@ This adapter is provided as a fine-tuned LoRA under the AI Act framework
 
 | Field | Value |
 |---|---|
-| Provider | L'Électron Rare (clemsail / electron-rare) |
+| Provider | Ailiance (clemsail / electron-rare) |
 | Role under AI Act | GPAI provider for this adapter |
 | Base model | `Qwen/Qwen3-8B` — see upstream provenance |
 | Adapter type | LoRA / PEFT — adapter weights only; base unchanged |
-| Training data origin | L'Électron Rare proprietary technical corpus + curated public docs |
+| Training data origin | Ailiance proprietary technical corpus + curated public docs |
 | License | Apache-2.0 (adapter). Upstream base licence applies separately. |
 | Intended use | PlatformIO build system |
 | Out of scope | Healthcare diagnosis, legal advice, autonomous safety-critical decisions, generation of malicious code |
 | Risk classification | Limited risk — Article 50 transparency obligations apply |
 | Copyright respect | Training data does not include scraped copyrighted material. Opt-out signals (robots.txt, ai.txt) are honoured for web-sourced data. |
-| Full provenance | https://github.com/L-electron-Rare/eu-kiki/tree/main/docs/provenance |
+| Full provenance | https://github.com/ailiance/ailiance/tree/main/docs/provenance |
 | Contact | postmaster@saillant.cc — biased output reports, copyright concerns, etc. |
 
 ⚠️ **You are using an AI model.** Outputs may be inaccurate, biased or