| --- |
| base_model: mlx-community/Qwen3.6-35B-A3B-4bit |
| library_name: mlx |
| pipeline_tag: text-generation |
| tags: |
| - lora |
| - mlx |
| - effect-ts |
| - typescript |
| - code-generation |
| license: apache-2.0 |
| --- |
| |
| # effect-qwen36-35b-write-lora — Effect v4 TypeScript champion LoRA (`v7s43_i200`) |
| |
| Rank-8 LoRA adapter on **`mlx-community/Qwen3.6-35B-A3B-4bit`** that writes idiomatic |
| **Effect v4** (`effect@4.0.0-beta.8x`) TypeScript: `Context.Service`/`Layer` services, |
| `Effect.gen` pipelines, `Schema`, `Data.TaggedError`, and typed-error seams — verified by a |
| best-of-N + TypeScript-compiler product harness, not by eyeballing. |
| |
| ## Result — the served PRODUCT (not raw greedy) |
| - **best-of-16 + tsc gate: 23/24** on a frozen held-out set. This is the deliverable metric. |
| - Judged on the served product pipeline (sample N → import-resolver → `tsc --strict`), **never |
| raw single-greedy**: raw greedy is ceiling-blocked at ~9.67/24; the compiler verifier is what |
| lifts it to 23/24. (A perfect 0/1 verifier means a returned "compiles" is genuinely verified.) |
| |
| ## Adapter |
| - LoRA: rank 8, scale 20, dropout 0, 16 layers; lr 1e-5; warm-started from a continued-pretrain |
| adapter. Apply **unfused** on top of the 4-bit base. |
| - `adapters.safetensors` = 1,025,848,752 bytes (the byte-intact champion). |
| |
| ## Use (MLX) |
| ```bash |
| python -m mlx_lm generate \ |
| --model mlx-community/Qwen3.6-35B-A3B-4bit \ |
| --adapter-path . \ |
| --prompt "Write an Effect service that fetches a user by id over HTTP, with a typed NotFound error." |
| ``` |
| For the actual deliverable, serve it behind a best-of-N + `tsc` gate (the raw adapter alone is not |
| the product). The same champion also serves a surgical **EDIT** lane (best-of-N SEARCH/REPLACE → |
| apply → `tsc` gate), tsc-verified. |
| |
| ## Related |
| - Fused full model: `jrad123777/effect-qwen36-35b-mlx` · GGUF: `jrad123777/effect-qwen36-35b-gguf` |
| - Companion React+seam LoRA: `jrad123777/effect-qwen36-35b-react-lora` |
| |
