Qwen 3 4B RLM RLVR
Collection
LoRA adapters, full fine-tuned checkpoints, and SFT warmup models trained with RLVR in the recursive language model depth-1 harness. • 12 items • Updated
id large_stringlengths 11 19 | dataset large_stringclasses 3
values | task large_stringclasses 13
values | prompt large_stringlengths 100 1.09k | context large_stringlengths 146k 6.61M | answer large_stringlengths 5 6.71k | answer_type large_stringclasses 8
values | metadata large_stringlengths 205 6.77M | context_token_count int32 35.7k 1.91M |
|---|---|---|---|---|---|---|---|---|
DRA_T1-0241-1818504 | longcodeu | DRA_T1 | "You are an expert Python programmer.\nTask: for one specific top-level function, return all directl(...TRUNCATED) | "<BEGIN_FILE app.py>\nimport gradio as gr\nfrom gradio_litmodel3d import LitModel3D\n\nimport os\nim(...TRUNCATED) | "{\"called_functions\": [{\"order\": 1, \"name\": \"preprocess_image\", \"file_path\": \"app.py\", \(...TRUNCATED) | json | "{\"answer_tokens_est\": 45, \"called_function_names\": [\"preprocess_image\"], \"context_tokens_est(...TRUNCATED) | 52,024 |
oolong-001059 | oolong | TASK_TYPE.CROSS_COUNT_LABEL_USER | "How many examples submitted by User 63053 are labeled '4_star'? Give your final answer in the form (...TRUNCATED) | "The following lines contain 5553 examples, one per line. The possible labels are listed at the end (...TRUNCATED) | ["120"] | ANSWER_TYPE.NUMERIC | "{\"context_window_id\": 52, \"task_group\": \"cross\", \"source_dataset\": \"yelp_review_full\", \"(...TRUNCATED) | 943,281 |
CU_P-0180-6998396 | longcodeu | CU_P | "You are an expert Python programmer.\nTask: identify ALL top-level Python function definitions from(...TRUNCATED) | "<BEGIN_FILE autogen/_website/generate_api_references.py>\n# Copyright (c) 2023 - 2025, AG2ai, Inc.,(...TRUNCATED) | "{\"functions\": [{\"file_path\": \"autogen/_website/generate_api_references.py\", \"function_name\"(...TRUNCATED) | json | "{\"answer_tokens_est\": 487, \"context_tokens_est\": 65154, \"language\": \"python\", \"n_functions(...TRUNCATED) | 73,080 |
frames-0559 | frames | frames_rag | "You are given a collection of reference documents and a question.\nThe reference documents contain (...TRUNCATED) | "--- Document 1 ---\nLong waits for core specialized services have consistently been identified as a(...TRUNCATED) | ["Abby McGrew"] | text | "{\"Unnamed: 0\": 565, \"reasoning_types\": \"Multiple constraints\", \"wiki_links\": \"['https://en(...TRUNCATED) | 236,369 |
CU_DFA-0024-3440416 | longcodeu | CU_DFA | "You are an expert Python programmer.\nTask: return assignment/update line numbers for one variable (...TRUNCATED) | "<BEGIN_FILE src/f5_tts/runtime/triton_trtllm/client_http.py>\n# Copyright 2025, NVIDIA CORPORATION (...TRUNCATED) | "{\"function\": \"load_audio\", \"file_path\": \"src/f5_tts/runtime/triton_trtllm/client_http.py\", (...TRUNCATED) | json | "{\"answer_tokens_est\": 53, \"context_tokens_est\": 83353, \"language\": \"python\", \"question_tok(...TRUNCATED) | 100,568 |
oolong-000422 | oolong | TASK_TYPE.SECOND_MOST_FREQ | "In the above data, which label is the second most common? If there is a tie, give any one of the ti(...TRUNCATED) | "The following lines contain 25816 examples, one per line. The possible labels are listed at the end(...TRUNCATED) | ["hate"] | ANSWER_TYPE.LABEL | "{\"context_window_id\": 21, \"task_group\": \"counting\", \"source_dataset\": \"tweet_eval_hate\", (...TRUNCATED) | 1,405,483 |
CU_P-0197-1997899 | longcodeu | CU_P | "You are an expert Python programmer.\nTask: identify ALL top-level Python function definitions from(...TRUNCATED) | "<BEGIN_FILE examples/data_preprocess/gsm8k.py>\n# Copyright 2024 Bytedance Ltd. and/or its affiliat(...TRUNCATED) | "{\"functions\": [{\"file_path\": \"examples/data_preprocess/gsm8k.py\", \"function_name\": \"extrac(...TRUNCATED) | json | "{\"answer_tokens_est\": 485, \"context_tokens_est\": 53124, \"language\": \"python\", \"n_functions(...TRUNCATED) | 60,099 |
CU_P-0064-3976625 | longcodeu | CU_P | "You are an expert Python programmer.\nTask: identify ALL top-level Python function definitions from(...TRUNCATED) | "<BEGIN_FILE ai_data_science_team/ml_agents/h2o_ml_agent.py>\n# BUSINESS SCIENCE UNIVERSITY\n# AI DA(...TRUNCATED) | "{\"functions\": [{\"file_path\": \"ai_data_science_team/ml_agents/h2o_ml_agent.py\", \"function_nam(...TRUNCATED) | json | "{\"answer_tokens_est\": 67, \"context_tokens_est\": 115749, \"language\": \"python\", \"n_functions(...TRUNCATED) | 133,630 |
DRA_T1-0013-9887376 | longcodeu | DRA_T1 | "You are an expert Python programmer.\nTask: for one specific top-level function, return all directl(...TRUNCATED) | "<BEGIN_FILE eval/lm-evaluation-harness/lm_eval/decontamination/janitor.py>\nimport pickle\nimport r(...TRUNCATED) | "{\"called_functions\": [{\"order\": 1, \"name\": \"form_ngrams\", \"file_path\": \"eval/lm-evaluati(...TRUNCATED) | json | "{\"answer_tokens_est\": 107, \"called_function_names\": [\"form_ngrams\", \"split_indices\"], \"con(...TRUNCATED) | 93,845 |
frames-0012 | frames | frames_rag | "You are given a collection of reference documents and a question.\nThe reference documents contain (...TRUNCATED) | "--- Document 1 ---\nThis entry was posted on 金曜日, 3月 21st, 2014 at 11:41 AM\tand is filed u(...TRUNCATED) | ["Christmas"] | text | "{\"Unnamed: 0\": 12, \"reasoning_types\": \"Multiple constraints\", \"wiki_links\": \"['https://en.(...TRUNCATED) | 544,099 |
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