---
license: apache-2.0
base_model: Qwen/Qwen3.5-35B-A3B
base_model_relation: adapter
library_name: mlx
pipeline_tag: text-generation
language:
  - fr
  - en
tags:
  - lora
  - mlx
  - qwen3.5
  - moe
  - chat-fr
  - micro-kiki
  - hypneum-lab
  - historical
---

# micro-kiki stack-chat-fr (MLX adapter, French chat)

Single MLX adapter file (`adapters.safetensors`, 6.76 GB) plus its iteration-1300
checkpoint (`0001300_adapters.safetensors`, same size). Published 2026-05-05 as a
"multi-adapter stack for French chat" on top of `Qwen/Qwen3.5-35B-A3B`.

> **Provenance warning.** No `adapter_config.json`, no training log and no eval of this
> exact file are shipped. Base model, rank, target layers, learning rate and data are
> therefore **not recorded** for this artefact; the base model in the frontmatter is the
> one declared by the original card and could not be verified from files. Prefer
> `micro-kiki-v4-sota/chat-fr` (fully documented) for any use.

## Recipe

| Parameter | Value |
|---|---|
| Base model (declared) | `Qwen/Qwen3.5-35B-A3B` |
| Framework | MLX (`mlx_lm`), BF16 |
| Iterations | ≥ 1300 (from the checkpoint file name) |
| Rank / scale / layers / lr / seq length | not recorded |
| Training data | micro-kiki `chat-fr` domain (French instruction/chat corpus, incl. Opus-distilled samples); counts not recorded |

## Training host & cost

Mac Studio M3 Ultra 512 GB, MLX BF16 (project default). Peak memory, wall-clock, energy:
not recorded. Host powered off since 2026-10.

## Evaluation

The file `evals/chat-fr-164-cross.json` kept in this repository reports HumanEval+
(n=164, max_tokens 384) **pass@1 = 0.543**, total generation 729.7 s — but its own
metadata says it was run with `base_model = Qwen3.6-35B-A3B` and
`adapter = lora-qwen36-35b-v4-sota/chat-fr`, i.e. on the **V4-SOTA chat-fr adapter, not
on this file**. No evaluation of this 6.76 GB adapter is recorded.

June 2026 iact-bench caveat: on Qwen3.6-35B-A3B, the sibling ailiance LoRA family showed
no gain over the base except `html-css`; no comparable measurement exists for this adapter.

## Limitations

Undocumented recipe; research artefact; no safety tuning; not for medical, legal or
financial advice.

## Citation

micro-kiki concept DOI **10.5281/zenodo.19666759**.

## Provenance

<https://github.com/hypneum-lab/micro-kiki> · <https://github.com/ailiance/ailiance-mac-tuner>

## EU AI Act transparency

LoRA adapter weights only, base unchanged; provider Clément Saillant / L'Electron Rare for
Hypneum Lab; limited risk, Article 50; contact clement@saillant.cc. Outputs may be
inaccurate, biased or fabricated.