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Mascarade · LoRAs spécialistes qwen36

"Qwen3.6-35B + LoRAs · multi-LoRA :9360/:9361 (Mac Studio) · validator sandbox"

Essayer dans le playground →JSON provenance ↗HuggingFace ↗

Identité

Alias gatewayailiance/mascarade

Base modelQwen3.6-35B-A3B + LoRA

Ownerailiance

Licenseapache-2.0

Architecturemlx

QuantizationMLX bf16 + LoRA

Memory70 GB

Hoststudio (multi-LoRA :9360/:9361, Mac Studio M3 Ultra)

Kindlora

Détails LoRA

TypeLoRA adapter (PEFT)

Modèle de baseQwen3.6-35B-A3B + LoRA

Rang / αr=16 · α=32 (config standard Ailiance)

Couches cibléesq_proj, k_proj, v_proj, o_proj, gate_proj, up_proj, down_proj

MéthodeMLX bf16 LoRA fine-tuning sur Mac Studio M3 Ultra, distillation Claude Opus + corpus curé Ailiance-fr.

Quantization servieMLX bf16 + LoRA

Backend de servicestudio (multi-LoRA :9360/:9361, Mac Studio M3 Ultra) · MLX

12 LoRAs spécialistes

Toutes les adapters partagent le même modèle de base ailiance/Qwen3-4B avec LoRA r=16 / α=32. Famille publiée sur HuggingFace ; le routage live est désormais assuré par les adaptateurs qwen36-35B servis sur Mac Studio (:9360 / :9361).

mascarade-kicad

domain=kicad

KiCad schematic & PCB DSL — s-expression .kicad_sch and .kicad_pcb generation

validator · kicad-cli ERC + DRC sandboxed (--network=none)

steps

522

mascarade-spice

domain=spice

SPICE netlist + simulation — ngspice / Xyce / LTspice idiomatic input

validator · ngspice batch --no-spiceinit

steps

412

mascarade-stm32

domain=stm32

STM32 / ARM Cortex-M embedded — HAL/LL, FreeRTOS, peripheral init

validator · arm-none-eabi-gcc + cppcheck

steps

350

mascarade-emc

domain=emc

EMC / EMI compliance — CISPR / FCC limits, filter & decoupling design

validator · rule-based EMC checker (compatibility report)

steps

280

mascarade-embedded

domain=embedded

Generic embedded C/C++ — bare-metal drivers, MMIO, ISR, DMA

validator · g++ + compile + cppcheck

steps

100

mascarade-platformio

domain=platformio

PlatformIO / Arduino — board configs, library targets, build pipeline

validator · pio run --target lint

steps

mascarade-freecad

domain=freecad

FreeCAD scripting — Python macros for parametric modelling & 3D MCAD

validator · freecadcmd headless script run

steps

mascarade-dsp

domain=dsp

DSP / signal processing — IIR/FIR, FFT, audio + RF analyse

validator · numpy + scipy validator

steps

mascarade-iot

domain=iot

IoT / connectivity — MQTT, BLE, LoRa, ESP-IDF, Zephyr

validator · ESP-IDF idf.py build

steps

mascarade-power

domain=power

Power electronics — DC/DC, converters, motor drives, battery management

validator · ngspice transient + steady-state

steps

mascarade-components-review

domain=components-review

BOM / parts review — recommends alternatives, flags obsolescence, sourcing

validator · OctoPart / Digi-Key API cross-check

steps

200

mascarade-coder

domain=code

Polyglot coder — Python, Rust, TypeScript, Go with iact-bench code validators

validator · tsc, ruff, rustc, go vet

steps

300

Les adapters avec ≤2 steps sont des smoke-tests Qwen2.5-32B (compilation Ollama) en attente d'un re-training Qwen3-4B complet. État réel suivi dans le bench iact-bench.

Provenance · Annex IV §1(c)

{
  "alias":         "ailiance/mascarade",
  "base_model":    "Qwen3.6-35B-A3B + LoRA",
  "base_sha":      "sha256:…",
  "owner":         "ailiance",
  "license":       "apache-2.0",
  "architecture":  "mlx",
  "quantization":  "MLX bf16 + LoRA",
  "training": {
    "method":       null,
    "datasets":     [],
    "hardware":     "studio (multi-LoRA :9360/:9361, Mac Studio M3 Ultra)"
  },
  "intended_use":  ["assistant"],
  "out_of_scope":  ["safety-critical", "advice (legal/medical)"]
}

Datasets

Dataset provenance is available on the model's HuggingFace page: https://huggingface.co/Ailiance-fr