Tinker LoRA Adapter

This repository contains a LoRA adapter exported from Tinker.

Usage

from transformers import AutoModelForCausalLM

adapter_id = "mustafaah/redundancylm-512x24-seed47-decoder"
base_model = "Qwen/Qwen3.5-4B"

model = AutoModelForCausalLM.from_pretrained(adapter_id, device_map="auto")

Source

tinker://b293bb9a-be6f-5124-bb78-4a68a4980b87:train:1/sampler_weights/redundancylm-20260728T151553Z-decoder-sampler-step-001000

Details

Base model: Qwen/Qwen3.5-4B
LoRA rank: 32
Trained modules: attn=True, mlp=True, unembed=True

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