
Base model	`Qwen/Qwen3-4B-Instruct-2507`
Task	Continuity error detection (`\boxed{Yes}` / `\boxed{No}`)
W&B project	`flawed_fictions_rl`
W&B group	(not set)
W&B runs	`q3dxq5tg`
Training script	`scripts/grpo_4h100_smallqwen_lengthpenalty_litereason_train.sh`

Checkpoint Revisions

Branch head (latest): main
Per-checkpoint tags: main-step-<N>

Usage

python

from litereason.causal_lm_with_reasoning import AutoModelForCausalLMWithReasoning

model = AutoModelForCausalLMWithReasoning.from_pretrained(
    "agurung/flawed-fictions-qwen3-4b-lengthpenalty-litereason",
    revision="main",
    device_map="auto",
    torch_dtype="auto",
)