metadata
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)
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