Qwen 3 4B RLM RLVR
Collection
Everything from my experiments on training RLMs. • 14 items • Updated
How to use lsteno/Qwen3-4B-Instruct-2507-RLM-RL-depth1-r4-a8-lr5e-7-s150-lora with PEFT:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-4B-Instruct-2507")
model = PeftModel.from_pretrained(base_model, "lsteno/Qwen3-4B-Instruct-2507-RLM-RL-depth1-r4-a8-lr5e-7-s150-lora")LoRA adapter from the first rank/LR ablation run.
Qwen/Qwen3-4B-Instruct-2507rlm-rlvr-qwen3-4b-depth1-llmonly-r4-a8-lr5e-7-s150sanjaya_text_depth1_llm_only_v1max_depth = 0, plain llm_query subcalls enabled)run_default/broadcasts/step_150The run_configs/ directory contains the exact trainer and orchestrator TOML files saved with the run.
Base model
Qwen/Qwen3-4B-Instruct-2507